warning: commands will be executed using /bin/sh
job 1390 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1731321 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 577107 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 30404 members 
Mstep: Class 3 contains 30315 members 
Mstep: Class 4 contains 30251 members 
Mstep: Class 5 contains 30411 members 
Mstep: Class 6 contains 30613 members 
Mstep: Class 7 contains 30069 members 
Mstep: Class 8 contains 30346 members 
Mstep: Class 9 contains 30385 members 
Mstep: Class 10 contains 30451 members 
Mstep: Class 11 contains 30343 members 
Mstep: Class 12 contains 30153 members 
Mstep: Class 13 contains 30442 members 
Mstep: Class 14 contains 30461 members 
Mstep: Class 15 contains 30504 members 
Mstep: Class 16 contains 30339 members 
Mstep: Class 17 contains 30447 members 
Mstep: Class 18 contains 30300 members 
Mstep: Class 19 contains 30238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1010.661255 but Gain 2155.687500
Score: -48588092.000000 Penalty: 38802.417969
Iteration 0F: 19 clusters Score -4.858809e+07 nChanged 542213
Entering Unmasked Mstep 
Mstep: Class 0 contains 513 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 36488 members 
Mstep: Class 3 contains 22845 members 
Mstep: Class 4 contains 18362 members 
Mstep: Class 5 contains 24704 members 
Mstep: Class 6 contains 43409 members 
Mstep: Class 7 contains 35868 members 
Mstep: Class 8 contains 21597 members 
Mstep: Class 10 contains 27433 members 
Mstep: Class 11 contains 35832 members 
Mstep: Class 12 contains 36257 members 
Mstep: Class 13 contains 29351 members 
Mstep: Class 14 contains 26285 members 
Mstep: Class 15 contains 20617 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 60419 members 
Mstep: Class 18 contains 37212 members 
Mstep: Class 19 contains 40256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50175496.000000 Penalty: 38802.417969
Iteration 1F: 19 clusters Score -5.01755e+07 nChanged 210839
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 32857 members 
Mstep: Class 3 contains 21302 members 
Mstep: Class 4 contains 15336 members 
Mstep: Class 5 contains 19428 members 
Mstep: Class 6 contains 28372 members 
Mstep: Class 7 contains 31708 members 
Mstep: Class 8 contains 21091 members 
Mstep: Class 10 contains 23787 members 
Mstep: Class 11 contains 29642 members 
Mstep: Class 12 contains 41725 members 
Mstep: Class 13 contains 43111 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 14330 members 
Mstep: Class 16 contains 19808 members 
Mstep: Class 17 contains 86345 members 
Mstep: Class 18 contains 61836 members 
Mstep: Class 19 contains 39213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50694576.000000 Penalty: 38802.417969
Iteration 2F: 19 clusters Score -5.069458e+07 nChanged 169902
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 36300 members 
Mstep: Class 3 contains 20501 members 
Mstep: Class 4 contains 17505 members 
Mstep: Class 5 contains 15752 members 
Mstep: Class 6 contains 15065 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 30099 members 
Mstep: Class 10 contains 20207 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 34563 members 
Mstep: Class 13 contains 66257 members 
Mstep: Class 14 contains 17236 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 13994 members 
Mstep: Class 17 contains 100717 members 
Mstep: Class 18 contains 84730 members 
Mstep: Class 19 contains 25871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50999992.000000 Penalty: 38802.417969
Iteration 3F: 19 clusters Score -5.099999e+07 nChanged 123597
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 43773 members 
Mstep: Class 3 contains 18671 members 
Mstep: Class 4 contains 19611 members 
Mstep: Class 5 contains 13454 members 
Mstep: Class 6 contains 8709 members 
Mstep: Class 7 contains 11165 members 
Mstep: Class 8 contains 44842 members 
Mstep: Class 10 contains 16718 members 
Mstep: Class 11 contains 19585 members 
Mstep: Class 12 contains 24660 members 
Mstep: Class 13 contains 79069 members 
Mstep: Class 14 contains 16258 members 
Mstep: Class 15 contains 8091 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 113211 members 
Mstep: Class 18 contains 92551 members 
Mstep: Class 19 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170048.000000 Penalty: 38802.417969
Iteration 4F: 19 clusters Score -5.117005e+07 nChanged 92544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 48978 members 
Mstep: Class 3 contains 16370 members 
Mstep: Class 4 contains 21125 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 6400 members 
Mstep: Class 8 contains 61873 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 16390 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 84953 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 7028 members 
Mstep: Class 16 contains 6042 members 
Mstep: Class 17 contains 121927 members 
Mstep: Class 18 contains 95118 members 
Mstep: Class 19 contains 10021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51272172.000000 Penalty: 38802.417969
Iteration 5F: 19 clusters Score -5.127217e+07 nChanged 72495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 52071 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 4 contains 22680 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 79340 members 
Mstep: Class 10 contains 6879 members 
Mstep: Class 11 contains 12525 members 
Mstep: Class 12 contains 10693 members 
Mstep: Class 13 contains 86199 members 
Mstep: Class 14 contains 14749 members 
Mstep: Class 15 contains 6702 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 127467 members 
Mstep: Class 18 contains 97253 members 
Mstep: Class 19 contains 6482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51342368.000000 Penalty: 38802.417969
Iteration 6F: 19 clusters Score -5.134237e+07 nChanged 55311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 54115 members 
Mstep: Class 3 contains 13378 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 94879 members 
Mstep: Class 10 contains 4257 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 6608 members 
Mstep: Class 13 contains 84434 members 
Mstep: Class 14 contains 13942 members 
Mstep: Class 15 contains 6592 members 
Mstep: Class 16 contains 4171 members 
Mstep: Class 17 contains 130117 members 
Mstep: Class 18 contains 99288 members 
Mstep: Class 19 contains 3825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1855.001953 but Gain 2155.691406
Score: -51389724.000000 Penalty: 36646.726562
Iteration 7F: 18 clusters Score -5.138972e+07 nChanged 41520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 55606 members 
Mstep: Class 3 contains 12745 members 
Mstep: Class 4 contains 26272 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 8 contains 106988 members 
Mstep: Class 10 contains 2985 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 81155 members 
Mstep: Class 14 contains 13297 members 
Mstep: Class 15 contains 6621 members 
Mstep: Class 16 contains 3961 members 
Mstep: Class 17 contains 130743 members 
Mstep: Class 18 contains 101530 members 
Mstep: Class 19 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1576.448730 but Gain 2155.691406
Score: -51422908.000000 Penalty: 34491.035156
Iteration 8F: 17 clusters Score -5.142291e+07 nChanged 31604
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 56007 members 
Mstep: Class 3 contains 12402 members 
Mstep: Class 4 contains 28112 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 8 contains 117002 members 
Mstep: Class 10 contains 2463 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 13 contains 77099 members 
Mstep: Class 14 contains 13000 members 
Mstep: Class 15 contains 6692 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 128912 members 
Mstep: Class 18 contains 104203 members 
Mstep: Class 19 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1986.378052 but Gain 2155.687500
Score: -51445032.000000 Penalty: 32335.347656
Iteration 9F: 16 clusters Score -5.144503e+07 nChanged 24534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 56039 members 
Mstep: Class 3 contains 12218 members 
Mstep: Class 4 contains 29656 members 
Mstep: Class 6 contains 7329 members 
Mstep: Class 8 contains 124072 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 72518 members 
Mstep: Class 14 contains 12771 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 125941 members 
Mstep: Class 18 contains 107422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51461656.000000 Penalty: 32335.347656
Iteration 10Q: 16 clusters Score -5.146166e+07 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 55586 members 
Mstep: Class 3 contains 12072 members 
Mstep: Class 4 contains 31057 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 8 contains 129894 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 2198 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 67804 members 
Mstep: Class 14 contains 12638 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 121537 members 
Mstep: Class 18 contains 111174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1902.307617 but Gain 2155.691406
Score: -51475544.000000 Penalty: 30179.656250
Iteration 11Q: 15 clusters Score -5.147554e+07 nChanged 19496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 55183 members 
Mstep: Class 3 contains 11929 members 
Mstep: Class 4 contains 32801 members 
Mstep: Class 6 contains 7731 members 
Mstep: Class 8 contains 135715 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 63232 members 
Mstep: Class 14 contains 12512 members 
Mstep: Class 15 contains 6880 members 
Mstep: Class 16 contains 3799 members 
Mstep: Class 17 contains 116882 members 
Mstep: Class 18 contains 115314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51490564.000000 Penalty: 30179.656250
Iteration 12Q: 15 clusters Score -5.149056e+07 nChanged 15880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 54431 members 
Mstep: Class 3 contains 11616 members 
Mstep: Class 4 contains 33823 members 
Mstep: Class 6 contains 7835 members 
Mstep: Class 8 contains 140128 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 58882 members 
Mstep: Class 14 contains 12412 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 3787 members 
Mstep: Class 17 contains 112033 members 
Mstep: Class 18 contains 119717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51502140.000000 Penalty: 30179.656250
Iteration 13Q: 15 clusters Score -5.150214e+07 nChanged 14108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 53570 members 
Mstep: Class 3 contains 11165 members 
Mstep: Class 4 contains 34553 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 8 contains 144053 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 55393 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 3774 members 
Mstep: Class 17 contains 107533 members 
Mstep: Class 18 contains 124027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51511900.000000 Penalty: 30179.656250
Iteration 14Q: 15 clusters Score -5.15119e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 52761 members 
Mstep: Class 3 contains 10759 members 
Mstep: Class 4 contains 34886 members 
Mstep: Class 6 contains 7947 members 
Mstep: Class 8 contains 147537 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 52605 members 
Mstep: Class 14 contains 12267 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 3763 members 
Mstep: Class 17 contains 103773 members 
Mstep: Class 18 contains 127792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51519096.000000 Penalty: 30179.656250
Iteration 15Q: 15 clusters Score -5.15191e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 52107 members 
Mstep: Class 3 contains 10403 members 
Mstep: Class 4 contains 34818 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 8 contains 150610 members 
Mstep: Class 10 contains 5656 members 
Mstep: Class 12 contains 3578 members 
Mstep: Class 13 contains 50413 members 
Mstep: Class 14 contains 12200 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 100796 members 
Mstep: Class 18 contains 130835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51524148.000000 Penalty: 30179.656250
Iteration 16Q: 15 clusters Score -5.152415e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 51603 members 
Mstep: Class 3 contains 10091 members 
Mstep: Class 4 contains 34563 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 8 contains 153175 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 48672 members 
Mstep: Class 14 contains 12147 members 
Mstep: Class 15 contains 6838 members 
Mstep: Class 16 contains 3729 members 
Mstep: Class 17 contains 98747 members 
Mstep: Class 18 contains 133017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51527004.000000 Penalty: 30179.656250
Iteration 17Q: 15 clusters Score -5.1527e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 51231 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 34097 members 
Mstep: Class 6 contains 8005 members 
Mstep: Class 8 contains 155417 members 
Mstep: Class 10 contains 6634 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 47268 members 
Mstep: Class 14 contains 12115 members 
Mstep: Class 15 contains 6821 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 97340 members 
Mstep: Class 18 contains 134493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51529132.000000 Penalty: 30179.656250
Iteration 18Q: 15 clusters Score -5.152913e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 50980 members 
Mstep: Class 3 contains 9708 members 
Mstep: Class 4 contains 33581 members 
Mstep: Class 6 contains 8033 members 
Mstep: Class 8 contains 157421 members 
Mstep: Class 10 contains 7037 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 46088 members 
Mstep: Class 14 contains 12075 members 
Mstep: Class 15 contains 6792 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 96421 members 
Mstep: Class 18 contains 135454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51530352.000000 Penalty: 30179.656250
Iteration 19Q: 15 clusters Score -5.153035e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 50855 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 33004 members 
Mstep: Class 6 contains 8052 members 
Mstep: Class 8 contains 159193 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 45013 members 
Mstep: Class 14 contains 12039 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 95824 members 
Mstep: Class 18 contains 136069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51532040.000000 Penalty: 30179.656250
Iteration 20F: 15 clusters Score -5.153204e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 50761 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 32495 members 
Mstep: Class 6 contains 8035 members 
Mstep: Class 8 contains 160833 members 
Mstep: Class 10 contains 8219 members 
Mstep: Class 12 contains 3249 members 
Mstep: Class 13 contains 43464 members 
Mstep: Class 14 contains 11946 members 
Mstep: Class 15 contains 6720 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 95358 members 
Mstep: Class 18 contains 136504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51533528.000000 Penalty: 30179.656250
Iteration 21Q: 15 clusters Score -5.153353e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 50716 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 31964 members 
Mstep: Class 6 contains 8040 members 
Mstep: Class 8 contains 162393 members 
Mstep: Class 10 contains 8909 members 
Mstep: Class 12 contains 3212 members 
Mstep: Class 13 contains 42095 members 
Mstep: Class 14 contains 11871 members 
Mstep: Class 15 contains 6687 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 94999 members 
Mstep: Class 18 contains 136833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51534388.000000 Penalty: 30179.656250
Iteration 22Q: 15 clusters Score -5.153439e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 50693 members 
Mstep: Class 3 contains 9168 members 
Mstep: Class 4 contains 31416 members 
Mstep: Class 6 contains 8045 members 
Mstep: Class 8 contains 163895 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 12 contains 3180 members 
Mstep: Class 13 contains 40789 members 
Mstep: Class 14 contains 11815 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 94741 members 
Mstep: Class 18 contains 137069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51535132.000000 Penalty: 30179.656250
Iteration 23Q: 15 clusters Score -5.153513e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 50681 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 30914 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 8 contains 165273 members 
Mstep: Class 10 contains 10225 members 
Mstep: Class 12 contains 3167 members 
Mstep: Class 13 contains 39551 members 
Mstep: Class 14 contains 11752 members 
Mstep: Class 15 contains 6622 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 94561 members 
Mstep: Class 18 contains 137201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51535632.000000 Penalty: 30179.656250
Iteration 24Q: 15 clusters Score -5.153563e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 50748 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 30373 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 8 contains 166603 members 
Mstep: Class 10 contains 10865 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 38338 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 6594 members 
Mstep: Class 16 contains 3636 members 
Mstep: Class 17 contains 94394 members 
Mstep: Class 18 contains 137315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51536408.000000 Penalty: 30179.656250
Iteration 25Q: 15 clusters Score -5.153641e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 50860 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 8 contains 167894 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 37140 members 
Mstep: Class 14 contains 11664 members 
Mstep: Class 15 contains 6573 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 17 contains 94256 members 
Mstep: Class 18 contains 137391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51536884.000000 Penalty: 30179.656250
Iteration 26Q: 15 clusters Score -5.153688e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 51007 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 29388 members 
Mstep: Class 6 contains 8057 members 
Mstep: Class 8 contains 169104 members 
Mstep: Class 10 contains 11994 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 35945 members 
Mstep: Class 14 contains 11626 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 94146 members 
Mstep: Class 18 contains 137438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51537368.000000 Penalty: 30179.656250
Iteration 27Q: 15 clusters Score -5.153737e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 51160 members 
Mstep: Class 3 contains 8676 members 
Mstep: Class 4 contains 28949 members 
Mstep: Class 6 contains 8065 members 
Mstep: Class 8 contains 170378 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 34715 members 
Mstep: Class 14 contains 11613 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 17 contains 94047 members 
Mstep: Class 18 contains 137462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51538556.000000 Penalty: 30179.656250
Iteration 28Q: 15 clusters Score -5.153856e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 51303 members 
Mstep: Class 3 contains 8620 members 
Mstep: Class 4 contains 28458 members 
Mstep: Class 6 contains 8074 members 
Mstep: Class 8 contains 171762 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 33509 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 17 contains 93967 members 
Mstep: Class 18 contains 137494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51539948.000000 Penalty: 30179.656250
Iteration 29Q: 15 clusters Score -5.153995e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 51407 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 27966 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 8 contains 173276 members 
Mstep: Class 10 contains 13020 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 32350 members 
Mstep: Class 14 contains 11606 members 
Mstep: Class 15 contains 6543 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 93901 members 
Mstep: Class 18 contains 137528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51541984.000000 Penalty: 30179.656250
Iteration 30Q: 15 clusters Score -5.154198e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 51390 members 
Mstep: Class 3 contains 8499 members 
Mstep: Class 4 contains 27545 members 
Mstep: Class 6 contains 8068 members 
Mstep: Class 8 contains 174571 members 
Mstep: Class 10 contains 12949 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 31724 members 
Mstep: Class 14 contains 11608 members 
Mstep: Class 15 contains 6564 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 93847 members 
Mstep: Class 18 contains 137551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51543436.000000 Penalty: 30179.656250
Iteration 31Q: 15 clusters Score -5.154344e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 51256 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 27197 members 
Mstep: Class 6 contains 8064 members 
Mstep: Class 8 contains 175603 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 31750 members 
Mstep: Class 14 contains 11601 members 
Mstep: Class 15 contains 6560 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 17 contains 93803 members 
Mstep: Class 18 contains 137569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544144.000000 Penalty: 30179.656250
Iteration 32Q: 15 clusters Score -5.154414e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 51132 members 
Mstep: Class 3 contains 8354 members 
Mstep: Class 4 contains 26845 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 8 contains 176374 members 
Mstep: Class 10 contains 12083 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 32077 members 
Mstep: Class 14 contains 11594 members 
Mstep: Class 15 contains 6558 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 93785 members 
Mstep: Class 18 contains 137581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544276.000000 Penalty: 30179.656250
Iteration 33Q: 15 clusters Score -5.154428e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 51032 members 
Mstep: Class 3 contains 8286 members 
Mstep: Class 4 contains 26521 members 
Mstep: Class 6 contains 8070 members 
Mstep: Class 8 contains 177012 members 
Mstep: Class 10 contains 11592 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 32483 members 
Mstep: Class 14 contains 11578 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 17 contains 93759 members 
Mstep: Class 18 contains 137580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544744.000000 Penalty: 30179.656250
Iteration 34Q: 15 clusters Score -5.154474e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 50951 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 26210 members 
Mstep: Class 6 contains 8071 members 
Mstep: Class 8 contains 177557 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 32922 members 
Mstep: Class 14 contains 11578 members 
Mstep: Class 15 contains 6536 members 
Mstep: Class 16 contains 3607 members 
Mstep: Class 17 contains 93730 members 
Mstep: Class 18 contains 137601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544572.000000 Penalty: 30179.656250
Iteration 35Q: 15 clusters Score -5.154457e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 50918 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 25934 members 
Mstep: Class 6 contains 8074 members 
Mstep: Class 8 contains 178009 members 
Mstep: Class 10 contains 10551 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 33374 members 
Mstep: Class 14 contains 11575 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 93690 members 
Mstep: Class 18 contains 137608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544764.000000 Penalty: 30179.656250
Iteration 36Q: 15 clusters Score -5.154476e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 50897 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 25676 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 8 contains 178422 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 33830 members 
Mstep: Class 14 contains 11573 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 93655 members 
Mstep: Class 18 contains 137614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544900.000000 Penalty: 30179.656250
Iteration 37Q: 15 clusters Score -5.15449e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 50888 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 25433 members 
Mstep: Class 6 contains 8080 members 
Mstep: Class 8 contains 178797 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34275 members 
Mstep: Class 14 contains 11579 members 
Mstep: Class 15 contains 6521 members 
Mstep: Class 16 contains 3599 members 
Mstep: Class 17 contains 93632 members 
Mstep: Class 18 contains 137615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544816.000000 Penalty: 30179.656250
Iteration 38Q: 15 clusters Score -5.154482e+07 nChanged 1183
Entering ConstructFrom: 
Score: -51544816.000000 Penalty: 30179.656250
Entering ConstructFrom: 
Trying to split cluster 1 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -487144.250000 Penalty: 1414.481567
	Iteration 0F: 2 clusters Score -487144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -482580.593750 Penalty: 2828.963135
	Iteration 0F: 3 clusters Score -482580.6 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -483941.031250 Penalty: 2828.963135
	Iteration 1F: 3 clusters Score -483941 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -484211.843750 Penalty: 2828.963135
	Iteration 2F: 3 clusters Score -484211.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -484484.125000 Penalty: 2828.963135
	Iteration 3F: 3 clusters Score -484484.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -484688.187500 Penalty: 2828.963135
	Iteration 4F: 3 clusters Score -484688.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -484849.250000 Penalty: 2828.963135
	Iteration 5Q: 3 clusters Score -484849.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -485015.156250 Penalty: 2828.963135
	Iteration 6Q: 3 clusters Score -485015.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -485154.000000 Penalty: 2828.963135
	Iteration 7Q: 3 clusters Score -485154 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -485261.750000 Penalty: 2828.963135
	Iteration 8Q: 3 clusters Score -485261.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -485369.281250 Penalty: 2828.963135
	Iteration 9Q: 3 clusters Score -485369.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -485449.656250 Penalty: 2828.963135
	Iteration 10Q: 3 clusters Score -485449.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -485523.687500 Penalty: 2828.963135
	Iteration 11Q: 3 clusters Score -485523.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -485594.750000 Penalty: 2828.963135
	Iteration 12Q: 3 clusters Score -485594.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -485662.062500 Penalty: 2828.963135
	Iteration 13Q: 3 clusters Score -485662.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -485723.531250 Penalty: 2828.963135
	Iteration 14Q: 3 clusters Score -485723.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -485777.218750 Penalty: 2828.963135
	Iteration 15Q: 3 clusters Score -485777.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -485831.281250 Penalty: 2828.963135
	Iteration 16Q: 3 clusters Score -485831.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -485877.812500 Penalty: 2828.963135
	Iteration 17Q: 3 clusters Score -485877.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -485909.437500 Penalty: 2828.963135
	Iteration 18Q: 3 clusters Score -485909.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -485928.218750 Penalty: 2828.963135
	Iteration 19Q: 3 clusters Score -485928.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -485945.406250 Penalty: 2828.963135
	Iteration 20F: 3 clusters Score -485945.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -485962.625000 Penalty: 2828.963135
	Iteration 21Q: 3 clusters Score -485962.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -485974.906250 Penalty: 2828.963135
	Iteration 22Q: 3 clusters Score -485974.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -485995.468750 Penalty: 2828.963135
	Iteration 23Q: 3 clusters Score -485995.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -486007.906250 Penalty: 2828.963135
	Iteration 24Q: 3 clusters Score -486007.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -486018.812500 Penalty: 2828.963135
	Iteration 25Q: 3 clusters Score -486018.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -486031.593750 Penalty: 2828.963135
	Iteration 26Q: 3 clusters Score -486031.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -486048.750000 Penalty: 2828.963135
	Iteration 27Q: 3 clusters Score -486048.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -486063.250000 Penalty: 2828.963135
	Iteration 28Q: 3 clusters Score -486063.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -486079.406250 Penalty: 2828.963135
	Iteration 29Q: 3 clusters Score -486079.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -486092.687500 Penalty: 2828.963135
	Iteration 30Q: 3 clusters Score -486092.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -486103.968750 Penalty: 2828.963135
	Iteration 31Q: 3 clusters Score -486104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -486108.718750 Penalty: 2828.963135
	Iteration 32Q: 3 clusters Score -486108.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -486112.125000 Penalty: 2828.963135
	Iteration 33Q: 3 clusters Score -486112.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -486114.125000 Penalty: 2828.963135
	Iteration 34Q: 3 clusters Score -486114.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -486116.468750 Penalty: 2828.963135
	Iteration 35Q: 3 clusters Score -486116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -486117.187500 Penalty: 2828.963135
	Iteration 36Q: 3 clusters Score -486117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -486118.687500 Penalty: 2828.963135
	Iteration 37Q: 3 clusters Score -486118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -486120.406250 Penalty: 2828.963135
	Iteration 38Q: 3 clusters Score -486120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -486121.531250 Penalty: 2828.963135
	Iteration 39Q: 3 clusters Score -486121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -486122.562500 Penalty: 2828.963135
	Iteration 40F: 3 clusters Score -486122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -486123.000000 Penalty: 2828.963135
	Iteration 41Q: 3 clusters Score -486123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -486125.375000 Penalty: 2828.963135
	Iteration 42Q: 3 clusters Score -486125.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -486127.687500 Penalty: 2828.963135
	Iteration 43Q: 3 clusters Score -486127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -486130.406250 Penalty: 2828.963135
	Iteration 44Q: 3 clusters Score -486130.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -486136.531250 Penalty: 2828.963135
	Iteration 45Q: 3 clusters Score -486136.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -486141.125000 Penalty: 2828.963135
	Iteration 46Q: 3 clusters Score -486141.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -486144.593750 Penalty: 2828.963135
	Iteration 47Q: 3 clusters Score -486144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -486147.093750 Penalty: 2828.963135
	Iteration 48Q: 3 clusters Score -486147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -486151.625000 Penalty: 2828.963135
	Iteration 49Q: 3 clusters Score -486151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -486155.125000 Penalty: 2828.963135
	Iteration 50Q: 3 clusters Score -486155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -486157.781250 Penalty: 2828.963135
	Iteration 51Q: 3 clusters Score -486157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -486161.593750 Penalty: 2828.963135
	Iteration 52Q: 3 clusters Score -486161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -486163.937500 Penalty: 2828.963135
	Iteration 53Q: 3 clusters Score -486163.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -486170.781250 Penalty: 2828.963135
	Iteration 54Q: 3 clusters Score -486170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -486173.843750 Penalty: 2828.963135
	Iteration 55Q: 3 clusters Score -486173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -486175.781250 Penalty: 2828.963135
	Iteration 56Q: 3 clusters Score -486175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -486177.250000 Penalty: 2828.963135
	Iteration 57Q: 3 clusters Score -486177.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -486182.156250 Penalty: 2828.963135
	Iteration 58Q: 3 clusters Score -486182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -486184.781250 Penalty: 2828.963135
	Iteration 59Q: 3 clusters Score -486184.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -486187.781250 Penalty: 2828.963135
	Iteration 60F: 3 clusters Score -486187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -486191.125000 Penalty: 2828.963135
	Iteration 61Q: 3 clusters Score -486191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -486193.093750 Penalty: 2828.963135
	Iteration 62Q: 3 clusters Score -486193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -486194.218750 Penalty: 2828.963135
	Iteration 63Q: 3 clusters Score -486194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -486196.031250 Penalty: 2828.963135
	Iteration 64Q: 3 clusters Score -486196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -486195.937500 Penalty: 2828.963135
	Iteration 65Q: 3 clusters Score -486195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -486195.937500 Penalty: 2828.963135
	Iteration 66F: 3 clusters Score -486195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Entering Unmasked Estep 
Score: -4719057.500000 Penalty: 1760.943726
	Iteration 0F: 2 clusters Score -4719058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -4685058.500000 Penalty: 3521.887451
	Iteration 0F: 3 clusters Score -4685058 nChanged 23991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4699619.000000 Penalty: 3521.887451
	Iteration 1F: 3 clusters Score -4699619 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4701403.000000 Penalty: 3521.887451
	Iteration 2F: 3 clusters Score -4701403 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4703249.000000 Penalty: 3521.887451
	Iteration 3F: 3 clusters Score -4703249 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4704905.000000 Penalty: 3521.887451
	Iteration 4F: 3 clusters Score -4704905 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4706431.000000 Penalty: 3521.887451
	Iteration 5F: 3 clusters Score -4706431 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4708048.000000 Penalty: 3521.887451
	Iteration 6F: 3 clusters Score -4708048 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4709506.000000 Penalty: 3521.887451
	Iteration 7Q: 3 clusters Score -4709506 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -4710753.500000 Penalty: 3521.887451
	Iteration 8Q: 3 clusters Score -4710754 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4711619.000000 Penalty: 3521.887451
	Iteration 9Q: 3 clusters Score -4711619 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4712275.500000 Penalty: 3521.887451
	Iteration 10Q: 3 clusters Score -4712276 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4712729.500000 Penalty: 3521.887451
	Iteration 11Q: 3 clusters Score -4712730 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -4713077.500000 Penalty: 3521.887451
	Iteration 12Q: 3 clusters Score -4713078 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4713402.500000 Penalty: 3521.887451
	Iteration 13Q: 3 clusters Score -4713402 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -4713714.000000 Penalty: 3521.887451
	Iteration 14Q: 3 clusters Score -4713714 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -4714052.000000 Penalty: 3521.887451
	Iteration 15Q: 3 clusters Score -4714052 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -4714380.000000 Penalty: 3521.887451
	Iteration 16Q: 3 clusters Score -4714380 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -4714733.500000 Penalty: 3521.887451
	Iteration 17Q: 3 clusters Score -4714734 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4715095.000000 Penalty: 3521.887451
	Iteration 18Q: 3 clusters Score -4715095 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4715413.500000 Penalty: 3521.887451
	Iteration 19Q: 3 clusters Score -4715414 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4715721.000000 Penalty: 3521.887451
	Iteration 20F: 3 clusters Score -4715721 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4716035.500000 Penalty: 3521.887451
	Iteration 21Q: 3 clusters Score -4716036 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4716336.000000 Penalty: 3521.887451
	Iteration 22Q: 3 clusters Score -4716336 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4716601.500000 Penalty: 3521.887451
	Iteration 23Q: 3 clusters Score -4716602 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4716796.500000 Penalty: 3521.887451
	Iteration 24Q: 3 clusters Score -4716796 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4716971.500000 Penalty: 3521.887451
	Iteration 25Q: 3 clusters Score -4716972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4717113.000000 Penalty: 3521.887451
	Iteration 26Q: 3 clusters Score -4717113 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4717225.500000 Penalty: 3521.887451
	Iteration 27Q: 3 clusters Score -4717226 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4717322.000000 Penalty: 3521.887451
	Iteration 28Q: 3 clusters Score -4717322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4717382.000000 Penalty: 3521.887451
	Iteration 29Q: 3 clusters Score -4717382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4717429.500000 Penalty: 3521.887451
	Iteration 30Q: 3 clusters Score -4717430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4717467.500000 Penalty: 3521.887451
	Iteration 31Q: 3 clusters Score -4717468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4717492.000000 Penalty: 3521.887451
	Iteration 32Q: 3 clusters Score -4717492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4717518.000000 Penalty: 3521.887451
	Iteration 33Q: 3 clusters Score -4717518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4717539.500000 Penalty: 3521.887451
	Iteration 34Q: 3 clusters Score -4717540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4717556.000000 Penalty: 3521.887451
	Iteration 35Q: 3 clusters Score -4717556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4717567.500000 Penalty: 3521.887451
	Iteration 36Q: 3 clusters Score -4717568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4717578.000000 Penalty: 3521.887451
	Iteration 37Q: 3 clusters Score -4717578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4717583.000000 Penalty: 3521.887451
	Iteration 38Q: 3 clusters Score -4717583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4717600.000000 Penalty: 3521.887451
	Iteration 39Q: 3 clusters Score -4717600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4717612.000000 Penalty: 3521.887451
	Iteration 40F: 3 clusters Score -4717612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4717622.500000 Penalty: 3521.887451
	Iteration 41Q: 3 clusters Score -4717622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4717620.000000 Penalty: 3521.887451
	Iteration 42Q: 3 clusters Score -4717620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4717625.000000 Penalty: 3521.887451
	Iteration 43Q: 3 clusters Score -4717625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4717640.000000 Penalty: 3521.887451
	Iteration 44Q: 3 clusters Score -4717640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4717637.500000 Penalty: 3521.887451
	Iteration 45Q: 3 clusters Score -4717638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4717646.000000 Penalty: 3521.887451
	Iteration 46Q: 3 clusters Score -4717646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4717653.000000 Penalty: 3521.887451
	Iteration 47Q: 3 clusters Score -4717653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4717666.000000 Penalty: 3521.887451
	Iteration 48Q: 3 clusters Score -4717666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4717670.000000 Penalty: 3521.887451
	Iteration 49Q: 3 clusters Score -4717670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4717669.500000 Penalty: 3521.887451
	Iteration 50Q: 3 clusters Score -4717670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4717673.500000 Penalty: 3521.887451
	Iteration 51Q: 3 clusters Score -4717674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4717668.000000 Penalty: 3521.887451
	Iteration 52Q: 3 clusters Score -4717668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4717672.000000 Penalty: 3521.887451
	Iteration 53Q: 3 clusters Score -4717672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4717674.500000 Penalty: 3521.887451
	Iteration 54Q: 3 clusters Score -4717674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4717674.500000 Penalty: 3521.887451
	Iteration 55F: 3 clusters Score -4717674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Entering Unmasked Estep 
Score: -700574.437500 Penalty: 1459.625366
	Iteration 0F: 2 clusters Score -700574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -694912.250000 Penalty: 2919.250732
	Iteration 0F: 3 clusters Score -694912.2 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -697317.250000 Penalty: 2919.250732
	Iteration 1F: 3 clusters Score -697317.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -698314.125000 Penalty: 2919.250732
	Iteration 2F: 3 clusters Score -698314.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -699233.562500 Penalty: 2919.250732
	Iteration 3F: 3 clusters Score -699233.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -699918.250000 Penalty: 2919.250732
	Iteration 4F: 3 clusters Score -699918.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -700258.437500 Penalty: 2919.250732
	Iteration 5F: 3 clusters Score -700258.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -700411.125000 Penalty: 2919.250732
	Iteration 6Q: 3 clusters Score -700411.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -700485.687500 Penalty: 2919.250732
	Iteration 7Q: 3 clusters Score -700485.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -700534.437500 Penalty: 2919.250732
	Iteration 8Q: 3 clusters Score -700534.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -700568.187500 Penalty: 2919.250732
	Iteration 9Q: 3 clusters Score -700568.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -700599.562500 Penalty: 2919.250732
	Iteration 10Q: 3 clusters Score -700599.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -700626.625000 Penalty: 2919.250732
	Iteration 11Q: 3 clusters Score -700626.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -700645.812500 Penalty: 2919.250732
	Iteration 12Q: 3 clusters Score -700645.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -700656.250000 Penalty: 2919.250732
	Iteration 13Q: 3 clusters Score -700656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -700659.875000 Penalty: 2919.250732
	Iteration 14Q: 3 clusters Score -700659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -700663.250000 Penalty: 2919.250732
	Iteration 15Q: 3 clusters Score -700663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -700665.625000 Penalty: 2919.250732
	Iteration 16Q: 3 clusters Score -700665.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -700666.750000 Penalty: 2919.250732
	Iteration 17Q: 3 clusters Score -700666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -700673.625000 Penalty: 2919.250732
	Iteration 18Q: 3 clusters Score -700673.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -700678.250000 Penalty: 2919.250732
	Iteration 19Q: 3 clusters Score -700678.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -700683.750000 Penalty: 2919.250732
	Iteration 20F: 3 clusters Score -700683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -700686.500000 Penalty: 2919.250732
	Iteration 21Q: 3 clusters Score -700686.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -700689.500000 Penalty: 2919.250732
	Iteration 22Q: 3 clusters Score -700689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -700691.125000 Penalty: 2919.250732
	Iteration 23Q: 3 clusters Score -700691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -700693.000000 Penalty: 2919.250732
	Iteration 24Q: 3 clusters Score -700693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -700694.312500 Penalty: 2919.250732
	Iteration 25Q: 3 clusters Score -700694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -700697.125000 Penalty: 2919.250732
	Iteration 26Q: 3 clusters Score -700697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -700698.250000 Penalty: 2919.250732
	Iteration 27Q: 3 clusters Score -700698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -700702.437500 Penalty: 2919.250732
	Iteration 28Q: 3 clusters Score -700702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -700703.750000 Penalty: 2919.250732
	Iteration 29Q: 3 clusters Score -700703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -700704.437500 Penalty: 2919.250732
	Iteration 30Q: 3 clusters Score -700704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -700707.125000 Penalty: 2919.250732
	Iteration 31Q: 3 clusters Score -700707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -700705.937500 Penalty: 2919.250732
	Iteration 32Q: 3 clusters Score -700705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -700705.937500 Penalty: 2919.250732
	Iteration 33F: 3 clusters Score -700705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7275 members 
Mstep: Class 4 contains 25257 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 8 contains 179121 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 11583 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 93610 members 
Mstep: Class 18 contains 137618 members 
Entering Unmasked Estep 
Score: -51544432.000000 Penalty: 32335.347656
Splitting cluster 3 changes total score from -51544816.000000 to -51544432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (25257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Entering Unmasked Estep 
Score: -2242778.000000 Penalty: 1647.239624
	Iteration 0F: 2 clusters Score -2242778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2225749.000000 Penalty: 3294.479248
	Iteration 0F: 3 clusters Score -2225749 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2233854.750000 Penalty: 3294.479248
	Iteration 1F: 3 clusters Score -2233855 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2235659.250000 Penalty: 3294.479248
	Iteration 2F: 3 clusters Score -2235659 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2237607.000000 Penalty: 3294.479248
	Iteration 3F: 3 clusters Score -2237607 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2239401.500000 Penalty: 3294.479248
	Iteration 4F: 3 clusters Score -2239402 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2240669.500000 Penalty: 3294.479248
	Iteration 5F: 3 clusters Score -2240670 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2241322.250000 Penalty: 3294.479248
	Iteration 6Q: 3 clusters Score -2241322 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2241613.750000 Penalty: 3294.479248
	Iteration 7Q: 3 clusters Score -2241614 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2241763.500000 Penalty: 3294.479248
	Iteration 8Q: 3 clusters Score -2241764 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2241864.750000 Penalty: 3294.479248
	Iteration 9Q: 3 clusters Score -2241865 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2241936.250000 Penalty: 3294.479248
	Iteration 10Q: 3 clusters Score -2241936 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2242009.750000 Penalty: 3294.479248
	Iteration 11Q: 3 clusters Score -2242010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2242053.250000 Penalty: 3294.479248
	Iteration 12Q: 3 clusters Score -2242053 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2242094.000000 Penalty: 3294.479248
	Iteration 13Q: 3 clusters Score -2242094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2242138.000000 Penalty: 3294.479248
	Iteration 14Q: 3 clusters Score -2242138 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2242171.250000 Penalty: 3294.479248
	Iteration 15Q: 3 clusters Score -2242171 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2242211.000000 Penalty: 3294.479248
	Iteration 16Q: 3 clusters Score -2242211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2242251.750000 Penalty: 3294.479248
	Iteration 17Q: 3 clusters Score -2242252 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2242277.000000 Penalty: 3294.479248
	Iteration 18Q: 3 clusters Score -2242277 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2242324.000000 Penalty: 3294.479248
	Iteration 19Q: 3 clusters Score -2242324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2242365.750000 Penalty: 3294.479248
	Iteration 20F: 3 clusters Score -2242366 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2242400.000000 Penalty: 3294.479248
	Iteration 21Q: 3 clusters Score -2242400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2242432.750000 Penalty: 3294.479248
	Iteration 22Q: 3 clusters Score -2242433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2242467.000000 Penalty: 3294.479248
	Iteration 23Q: 3 clusters Score -2242467 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2242507.500000 Penalty: 3294.479248
	Iteration 24Q: 3 clusters Score -2242508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2242535.500000 Penalty: 3294.479248
	Iteration 25Q: 3 clusters Score -2242536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2242576.500000 Penalty: 3294.479248
	Iteration 26Q: 3 clusters Score -2242576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2242620.750000 Penalty: 3294.479248
	Iteration 27Q: 3 clusters Score -2242621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2242673.000000 Penalty: 3294.479248
	Iteration 28Q: 3 clusters Score -2242673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2242729.500000 Penalty: 3294.479248
	Iteration 29Q: 3 clusters Score -2242730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2242772.250000 Penalty: 3294.479248
	Iteration 30Q: 3 clusters Score -2242772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2242811.750000 Penalty: 3294.479248
	Iteration 31Q: 3 clusters Score -2242812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2242847.250000 Penalty: 3294.479248
	Iteration 32Q: 3 clusters Score -2242847 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2242871.250000 Penalty: 3294.479248
	Iteration 33Q: 3 clusters Score -2242871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2242884.750000 Penalty: 3294.479248
	Iteration 34Q: 3 clusters Score -2242885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2242900.750000 Penalty: 3294.479248
	Iteration 35Q: 3 clusters Score -2242901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2242911.500000 Penalty: 3294.479248
	Iteration 36Q: 3 clusters Score -2242912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2242934.250000 Penalty: 3294.479248
	Iteration 37Q: 3 clusters Score -2242934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2242943.500000 Penalty: 3294.479248
	Iteration 38Q: 3 clusters Score -2242944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2242955.750000 Penalty: 3294.479248
	Iteration 39Q: 3 clusters Score -2242956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2242985.250000 Penalty: 3294.479248
	Iteration 40F: 3 clusters Score -2242985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2242997.750000 Penalty: 3294.479248
	Iteration 41Q: 3 clusters Score -2242998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2243002.250000 Penalty: 3294.479248
	Iteration 42Q: 3 clusters Score -2243002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2243015.750000 Penalty: 3294.479248
	Iteration 43Q: 3 clusters Score -2243016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2243033.750000 Penalty: 3294.479248
	Iteration 44Q: 3 clusters Score -2243034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2243043.000000 Penalty: 3294.479248
	Iteration 45Q: 3 clusters Score -2243043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2243051.750000 Penalty: 3294.479248
	Iteration 46Q: 3 clusters Score -2243052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2243065.500000 Penalty: 3294.479248
	Iteration 47Q: 3 clusters Score -2243066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2243075.500000 Penalty: 3294.479248
	Iteration 48Q: 3 clusters Score -2243076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2243089.000000 Penalty: 3294.479248
	Iteration 49Q: 3 clusters Score -2243089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2243103.750000 Penalty: 3294.479248
	Iteration 50Q: 3 clusters Score -2243104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2243125.000000 Penalty: 3294.479248
	Iteration 51Q: 3 clusters Score -2243125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2243135.500000 Penalty: 3294.479248
	Iteration 52Q: 3 clusters Score -2243136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2243142.500000 Penalty: 3294.479248
	Iteration 53Q: 3 clusters Score -2243142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2243148.000000 Penalty: 3294.479248
	Iteration 54Q: 3 clusters Score -2243148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2243148.750000 Penalty: 3294.479248
	Iteration 55Q: 3 clusters Score -2243149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2243153.250000 Penalty: 3294.479248
	Iteration 56Q: 3 clusters Score -2243153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2243156.750000 Penalty: 3294.479248
	Iteration 57Q: 3 clusters Score -2243157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2243158.000000 Penalty: 3294.479248
	Iteration 58Q: 3 clusters Score -2243158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2243155.500000 Penalty: 3294.479248
	Iteration 59Q: 3 clusters Score -2243156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2243156.250000 Penalty: 3294.479248
	Iteration 60F: 3 clusters Score -2243156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2243156.000000 Penalty: 3294.479248
	Iteration 61Q: 3 clusters Score -2243156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2243156.000000 Penalty: 3294.479248
	Iteration 62F: 3 clusters Score -2243156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 8 contains 179121 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 11583 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 93610 members 
Mstep: Class 18 contains 137618 members 
Entering Unmasked Estep 
Score: -51545056.000000 Penalty: 32335.347656
Splitting cluster 4 changes total score from -51544816.000000 to -51545056.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (8086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Entering Unmasked Estep 
Score: -706102.562500 Penalty: 1462.157104
	Iteration 0F: 2 clusters Score -706102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -700175.312500 Penalty: 2924.314209
	Iteration 0F: 3 clusters Score -700175.3 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -702027.687500 Penalty: 2924.314209
	Iteration 1F: 3 clusters Score -702027.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -702401.000000 Penalty: 2924.314209
	Iteration 2F: 3 clusters Score -702401 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -702845.375000 Penalty: 2924.314209
	Iteration 3F: 3 clusters Score -702845.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -703270.125000 Penalty: 2924.314209
	Iteration 4F: 3 clusters Score -703270.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -703762.812500 Penalty: 2924.314209
	Iteration 5F: 3 clusters Score -703762.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -704343.375000 Penalty: 2924.314209
	Iteration 6F: 3 clusters Score -704343.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -705066.000000 Penalty: 2924.314209
	Iteration 7F: 3 clusters Score -705066 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -705653.000000 Penalty: 2924.314209
	Iteration 8F: 3 clusters Score -705653 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -706089.125000 Penalty: 2924.314209
	Iteration 9F: 3 clusters Score -706089.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -706290.750000 Penalty: 2924.314209
	Iteration 10Q: 3 clusters Score -706290.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -706335.437500 Penalty: 2924.314209
	Iteration 11Q: 3 clusters Score -706335.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -706353.500000 Penalty: 2924.314209
	Iteration 12Q: 3 clusters Score -706353.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -706361.687500 Penalty: 2924.314209
	Iteration 13Q: 3 clusters Score -706361.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -706364.687500 Penalty: 2924.314209
	Iteration 14Q: 3 clusters Score -706364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -706363.875000 Penalty: 2924.314209
	Iteration 15Q: 3 clusters Score -706363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -706366.125000 Penalty: 2924.314209
	Iteration 16Q: 3 clusters Score -706366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -706367.250000 Penalty: 2924.314209
	Iteration 17Q: 3 clusters Score -706367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -706366.312500 Penalty: 2924.314209
	Iteration 18Q: 3 clusters Score -706366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -706366.312500 Penalty: 2924.314209
	Iteration 19F: 3 clusters Score -706366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 179121 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 11583 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 93610 members 
Mstep: Class 18 contains 137618 members 
Entering Unmasked Estep 
Score: -51544596.000000 Penalty: 34491.035156
Splitting cluster 6 changes total score from -51544816.000000 to -51544596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (179121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179121 members 
Entering Unmasked Estep 
Score: -15978704.000000 Penalty: 1965.570190
	Iteration 0F: 2 clusters Score -1.59787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -15858565.000000 Penalty: 3931.140381
	Iteration 0F: 3 clusters Score -1.585856e+07 nChanged 86368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -15909384.000000 Penalty: 3931.140381
	Iteration 1F: 3 clusters Score -1.590938e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 92222 members 
Entering Unmasked Estep 
Score: -15910669.000000 Penalty: 3931.140381
	Iteration 2Q: 3 clusters Score -1.591067e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -15912142.000000 Penalty: 3931.140381
	Iteration 3Q: 3 clusters Score -1.591214e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -15914665.000000 Penalty: 3931.140381
	Iteration 4Q: 3 clusters Score -1.591466e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -15918191.000000 Penalty: 3931.140381
	Iteration 5Q: 3 clusters Score -1.591819e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -15923232.000000 Penalty: 3931.140381
	Iteration 6Q: 3 clusters Score -1.592323e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72978 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -15929225.000000 Penalty: 3931.140381
	Iteration 7F: 3 clusters Score -1.592922e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
Score: -15935467.000000 Penalty: 3931.140381
	Iteration 8F: 3 clusters Score -1.593547e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 115153 members 
Entering Unmasked Estep 
Score: -15941585.000000 Penalty: 3931.140381
	Iteration 9F: 3 clusters Score -1.594158e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 119414 members 
Entering Unmasked Estep 
Score: -15946560.000000 Penalty: 3931.140381
	Iteration 10F: 3 clusters Score -1.594656e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -15949912.000000 Penalty: 3931.140381
	Iteration 11Q: 3 clusters Score -1.594991e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -15952349.000000 Penalty: 3931.140381
	Iteration 12Q: 3 clusters Score -1.595235e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 130284 members 
Entering Unmasked Estep 
Score: -15954373.000000 Penalty: 3931.140381
	Iteration 13Q: 3 clusters Score -1.595437e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -15955983.000000 Penalty: 3931.140381
	Iteration 14Q: 3 clusters Score -1.595598e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 137405 members 
Entering Unmasked Estep 
Score: -15957716.000000 Penalty: 3931.140381
	Iteration 15Q: 3 clusters Score -1.595772e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 141094 members 
Entering Unmasked Estep 
Score: -15959385.000000 Penalty: 3931.140381
	Iteration 16Q: 3 clusters Score -1.595938e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -15961251.000000 Penalty: 3931.140381
	Iteration 17Q: 3 clusters Score -1.596125e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 149240 members 
Entering Unmasked Estep 
Score: -15963338.000000 Penalty: 3931.140381
	Iteration 18Q: 3 clusters Score -1.596334e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 153502 members 
Entering Unmasked Estep 
Score: -15965745.000000 Penalty: 3931.140381
	Iteration 19Q: 3 clusters Score -1.596574e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -15968293.000000 Penalty: 3931.140381
	Iteration 20F: 3 clusters Score -1.596829e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -15971125.000000 Penalty: 3931.140381
	Iteration 21Q: 3 clusters Score -1.597112e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -15973746.000000 Penalty: 3931.140381
	Iteration 22Q: 3 clusters Score -1.597375e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 168242 members 
Entering Unmasked Estep 
Score: -15975961.000000 Penalty: 3931.140381
	Iteration 23Q: 3 clusters Score -1.597596e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 170349 members 
Entering Unmasked Estep 
Score: -15977738.000000 Penalty: 3931.140381
	Iteration 24Q: 3 clusters Score -1.597774e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -15979317.000000 Penalty: 3931.140381
	Iteration 25Q: 3 clusters Score -1.597932e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 172625 members 
Entering Unmasked Estep 
Score: -15980435.000000 Penalty: 3931.140381
	Iteration 26Q: 3 clusters Score -1.598044e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 173043 members 
Entering Unmasked Estep 
Score: -15981068.000000 Penalty: 3931.140381
	Iteration 27Q: 3 clusters Score -1.598107e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -15981351.000000 Penalty: 3931.140381
	Iteration 28Q: 3 clusters Score -1.598135e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 173361 members 
Entering Unmasked Estep 
Score: -15981421.000000 Penalty: 3931.140381
	Iteration 29Q: 3 clusters Score -1.598142e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 173407 members 
Entering Unmasked Estep 
Score: -15981415.000000 Penalty: 3931.140381
	Iteration 30Q: 3 clusters Score -1.598142e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 173426 members 
Entering Unmasked Estep 
Score: -15981456.000000 Penalty: 3931.140381
	Iteration 31Q: 3 clusters Score -1.598146e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 173441 members 
Entering Unmasked Estep 
Score: -15981485.000000 Penalty: 3931.140381
	Iteration 32Q: 3 clusters Score -1.598148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 173441 members 
Entering Unmasked Estep 
Score: -15981506.000000 Penalty: 3931.140381
	Iteration 33Q: 3 clusters Score -1.598151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 173451 members 
Entering Unmasked Estep 
Score: -15981478.000000 Penalty: 3931.140381
	Iteration 34Q: 3 clusters Score -1.598148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 173458 members 
Entering Unmasked Estep 
Score: -15981483.000000 Penalty: 3931.140381
	Iteration 35Q: 3 clusters Score -1.598148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 173464 members 
Entering Unmasked Estep 
Score: -15981490.000000 Penalty: 3931.140381
	Iteration 36Q: 3 clusters Score -1.598149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -15981502.000000 Penalty: 3931.140381
	Iteration 37Q: 3 clusters Score -1.59815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -15981503.000000 Penalty: 3931.140381
	Iteration 38Q: 3 clusters Score -1.59815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 173478 members 
Entering Unmasked Estep 
Score: -15981497.000000 Penalty: 3931.140381
	Iteration 39Q: 3 clusters Score -1.59815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 173482 members 
Entering Unmasked Estep 
Score: -15981509.000000 Penalty: 3931.140381
	Iteration 40F: 3 clusters Score -1.598151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 173481 members 
Entering Unmasked Estep 
Score: -15981505.000000 Penalty: 3931.140381
	Iteration 41Q: 3 clusters Score -1.59815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 173481 members 
Entering Unmasked Estep 
Score: -15981513.000000 Penalty: 3931.140381
	Iteration 42Q: 3 clusters Score -1.598151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 173481 members 
Entering Unmasked Estep 
Score: -15981503.000000 Penalty: 3931.140381
	Iteration 43Q: 3 clusters Score -1.59815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 173481 members 
Entering Unmasked Estep 
Score: -15981500.000000 Penalty: 3931.140381
	Iteration 44Q: 3 clusters Score -1.59815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -15981508.000000 Penalty: 3931.140381
	Iteration 45Q: 3 clusters Score -1.598151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 173484 members 
Entering Unmasked Estep 
Score: -15981503.000000 Penalty: 3931.140381
	Iteration 46Q: 3 clusters Score -1.59815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -15981493.000000 Penalty: 3931.140381
	Iteration 47Q: 3 clusters Score -1.598149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 173481 members 
Entering Unmasked Estep 
Score: -15981495.000000 Penalty: 3931.140381
	Iteration 48Q: 3 clusters Score -1.59815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -15981492.000000 Penalty: 3931.140381
	Iteration 49Q: 3 clusters Score -1.598149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -15981492.000000 Penalty: 3931.140381
	Iteration 50F: 3 clusters Score -1.598149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 173483 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 11583 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 93610 members 
Mstep: Class 18 contains 137618 members 
Entering Unmasked Estep 
Score: -51547400.000000 Penalty: 34491.035156
Splitting cluster 8 changes total score from -51544816.000000 to -51547400.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (8913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Entering Unmasked Estep 
Score: -853690.250000 Penalty: 1477.980835
	Iteration 0F: 2 clusters Score -853690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -847194.125000 Penalty: 2955.961670
	Iteration 0F: 3 clusters Score -847194.1 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -849224.562500 Penalty: 2955.961670
	Iteration 1F: 3 clusters Score -849224.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -849418.187500 Penalty: 2955.961670
	Iteration 2F: 3 clusters Score -849418.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -849557.750000 Penalty: 2955.961670
	Iteration 3Q: 3 clusters Score -849557.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -849680.562500 Penalty: 2955.961670
	Iteration 4Q: 3 clusters Score -849680.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -849827.875000 Penalty: 2955.961670
	Iteration 5Q: 3 clusters Score -849827.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -850014.250000 Penalty: 2955.961670
	Iteration 6Q: 3 clusters Score -850014.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -850245.125000 Penalty: 2955.961670
	Iteration 7Q: 3 clusters Score -850245.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -850498.750000 Penalty: 2955.961670
	Iteration 8Q: 3 clusters Score -850498.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -850807.375000 Penalty: 2955.961670
	Iteration 9Q: 3 clusters Score -850807.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -851151.250000 Penalty: 2955.961670
	Iteration 10Q: 3 clusters Score -851151.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -851529.437500 Penalty: 2955.961670
	Iteration 11Q: 3 clusters Score -851529.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -851844.562500 Penalty: 2955.961670
	Iteration 12Q: 3 clusters Score -851844.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -852042.687500 Penalty: 2955.961670
	Iteration 13Q: 3 clusters Score -852042.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -852178.625000 Penalty: 2955.961670
	Iteration 14Q: 3 clusters Score -852178.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -852270.812500 Penalty: 2955.961670
	Iteration 15Q: 3 clusters Score -852270.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -852325.375000 Penalty: 2955.961670
	Iteration 16Q: 3 clusters Score -852325.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -852354.187500 Penalty: 2955.961670
	Iteration 17Q: 3 clusters Score -852354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -852374.375000 Penalty: 2955.961670
	Iteration 18Q: 3 clusters Score -852374.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -852386.687500 Penalty: 2955.961670
	Iteration 19Q: 3 clusters Score -852386.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -852398.312500 Penalty: 2955.961670
	Iteration 20F: 3 clusters Score -852398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -852415.687500 Penalty: 2955.961670
	Iteration 21Q: 3 clusters Score -852415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -852419.062500 Penalty: 2955.961670
	Iteration 22Q: 3 clusters Score -852419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -852422.562500 Penalty: 2955.961670
	Iteration 23Q: 3 clusters Score -852422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -852422.562500 Penalty: 2955.961670
	Iteration 24F: 3 clusters Score -852422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -298616.625000 Penalty: 1309.734985
	Iteration 0F: 2 clusters Score -298616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -295780.156250 Penalty: 2619.469971
	Iteration 0F: 3 clusters Score -295780.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -296469.468750 Penalty: 2619.469971
	Iteration 1F: 3 clusters Score -296469.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -296611.593750 Penalty: 2619.469971
	Iteration 2F: 3 clusters Score -296611.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -296691.500000 Penalty: 2619.469971
	Iteration 3Q: 3 clusters Score -296691.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -296743.000000 Penalty: 2619.469971
	Iteration 4Q: 3 clusters Score -296743 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -296773.937500 Penalty: 2619.469971
	Iteration 5Q: 3 clusters Score -296773.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -296798.062500 Penalty: 2619.469971
	Iteration 6Q: 3 clusters Score -296798.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -296813.281250 Penalty: 2619.469971
	Iteration 7Q: 3 clusters Score -296813.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -296829.625000 Penalty: 2619.469971
	Iteration 8Q: 3 clusters Score -296829.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -296846.250000 Penalty: 2619.469971
	Iteration 9Q: 3 clusters Score -296846.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -296858.812500 Penalty: 2619.469971
	Iteration 10Q: 3 clusters Score -296858.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -296868.187500 Penalty: 2619.469971
	Iteration 11Q: 3 clusters Score -296868.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -296874.812500 Penalty: 2619.469971
	Iteration 12Q: 3 clusters Score -296874.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -296880.062500 Penalty: 2619.469971
	Iteration 13Q: 3 clusters Score -296880.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -296885.500000 Penalty: 2619.469971
	Iteration 14Q: 3 clusters Score -296885.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -296889.562500 Penalty: 2619.469971
	Iteration 15Q: 3 clusters Score -296889.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -296894.625000 Penalty: 2619.469971
	Iteration 16Q: 3 clusters Score -296894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -296897.656250 Penalty: 2619.469971
	Iteration 17Q: 3 clusters Score -296897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -296900.250000 Penalty: 2619.469971
	Iteration 18Q: 3 clusters Score -296900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -296903.218750 Penalty: 2619.469971
	Iteration 19Q: 3 clusters Score -296903.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -296907.093750 Penalty: 2619.469971
	Iteration 20F: 3 clusters Score -296907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -296911.250000 Penalty: 2619.469971
	Iteration 21Q: 3 clusters Score -296911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -296915.500000 Penalty: 2619.469971
	Iteration 22Q: 3 clusters Score -296915.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -296917.562500 Penalty: 2619.469971
	Iteration 23Q: 3 clusters Score -296917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -296919.000000 Penalty: 2619.469971
	Iteration 24Q: 3 clusters Score -296919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -296920.968750 Penalty: 2619.469971
	Iteration 25Q: 3 clusters Score -296921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -296922.687500 Penalty: 2619.469971
	Iteration 26Q: 3 clusters Score -296922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -296924.656250 Penalty: 2619.469971
	Iteration 27Q: 3 clusters Score -296924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -296926.156250 Penalty: 2619.469971
	Iteration 28Q: 3 clusters Score -296926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -296928.125000 Penalty: 2619.469971
	Iteration 29Q: 3 clusters Score -296928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -296928.843750 Penalty: 2619.469971
	Iteration 30Q: 3 clusters Score -296928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -296930.812500 Penalty: 2619.469971
	Iteration 31Q: 3 clusters Score -296930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -296934.500000 Penalty: 2619.469971
	Iteration 32Q: 3 clusters Score -296934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -296935.812500 Penalty: 2619.469971
	Iteration 33Q: 3 clusters Score -296935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -296938.031250 Penalty: 2619.469971
	Iteration 34Q: 3 clusters Score -296938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -296939.187500 Penalty: 2619.469971
	Iteration 35Q: 3 clusters Score -296939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -296940.781250 Penalty: 2619.469971
	Iteration 36Q: 3 clusters Score -296940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -296942.531250 Penalty: 2619.469971
	Iteration 37Q: 3 clusters Score -296942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -296943.281250 Penalty: 2619.469971
	Iteration 38Q: 3 clusters Score -296943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -296943.937500 Penalty: 2619.469971
	Iteration 39Q: 3 clusters Score -296943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -296944.750000 Penalty: 2619.469971
	Iteration 40F: 3 clusters Score -296944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -296944.593750 Penalty: 2619.469971
	Iteration 41Q: 3 clusters Score -296944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -296945.125000 Penalty: 2619.469971
	Iteration 42Q: 3 clusters Score -296945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -296945.937500 Penalty: 2619.469971
	Iteration 43Q: 3 clusters Score -296945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -296946.468750 Penalty: 2619.469971
	Iteration 44Q: 3 clusters Score -296946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -296948.250000 Penalty: 2619.469971
	Iteration 45Q: 3 clusters Score -296948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -296950.093750 Penalty: 2619.469971
	Iteration 46Q: 3 clusters Score -296950.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -296952.531250 Penalty: 2619.469971
	Iteration 47Q: 3 clusters Score -296952.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -296953.843750 Penalty: 2619.469971
	Iteration 48Q: 3 clusters Score -296953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -296953.875000 Penalty: 2619.469971
	Iteration 49Q: 3 clusters Score -296953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -296953.875000 Penalty: 2619.469971
	Iteration 50F: 3 clusters Score -296953.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Entering Unmasked Estep 
Score: -3109410.750000 Penalty: 1699.243652
	Iteration 0F: 2 clusters Score -3109411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3086011.750000 Penalty: 3398.487305
	Iteration 0F: 3 clusters Score -3086012 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3094787.250000 Penalty: 3398.487305
	Iteration 1F: 3 clusters Score -3094787 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3095036.250000 Penalty: 3398.487305
	Iteration 2Q: 3 clusters Score -3095036 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3095244.750000 Penalty: 3398.487305
	Iteration 3Q: 3 clusters Score -3095245 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3095471.500000 Penalty: 3398.487305
	Iteration 4Q: 3 clusters Score -3095472 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3095732.250000 Penalty: 3398.487305
	Iteration 5Q: 3 clusters Score -3095732 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3096033.500000 Penalty: 3398.487305
	Iteration 6Q: 3 clusters Score -3096034 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3096434.000000 Penalty: 3398.487305
	Iteration 7Q: 3 clusters Score -3096434 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3097065.750000 Penalty: 3398.487305
	Iteration 8Q: 3 clusters Score -3097066 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3098115.000000 Penalty: 3398.487305
	Iteration 9F: 3 clusters Score -3098115 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3099831.000000 Penalty: 3398.487305
	Iteration 10F: 3 clusters Score -3099831 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3102293.250000 Penalty: 3398.487305
	Iteration 11F: 3 clusters Score -3102293 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -3104872.000000 Penalty: 3398.487305
	Iteration 12F: 3 clusters Score -3104872 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3106582.000000 Penalty: 3398.487305
	Iteration 13Q: 3 clusters Score -3106582 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -3107405.250000 Penalty: 3398.487305
	Iteration 14Q: 3 clusters Score -3107405 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3107684.750000 Penalty: 3398.487305
	Iteration 15Q: 3 clusters Score -3107685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -3107793.500000 Penalty: 3398.487305
	Iteration 16Q: 3 clusters Score -3107794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -3107863.750000 Penalty: 3398.487305
	Iteration 17Q: 3 clusters Score -3107864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -3107899.500000 Penalty: 3398.487305
	Iteration 18Q: 3 clusters Score -3107900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3107918.750000 Penalty: 3398.487305
	Iteration 19Q: 3 clusters Score -3107919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -3107924.000000 Penalty: 3398.487305
	Iteration 20F: 3 clusters Score -3107924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -3107927.500000 Penalty: 3398.487305
	Iteration 21Q: 3 clusters Score -3107928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -3107931.750000 Penalty: 3398.487305
	Iteration 22Q: 3 clusters Score -3107932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -3107932.500000 Penalty: 3398.487305
	Iteration 23Q: 3 clusters Score -3107932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -3107934.750000 Penalty: 3398.487305
	Iteration 24Q: 3 clusters Score -3107935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -3107937.250000 Penalty: 3398.487305
	Iteration 25Q: 3 clusters Score -3107937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -3107937.250000 Penalty: 3398.487305
	Iteration 26F: 3 clusters Score -3107937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Entering Unmasked Estep 
Score: -1001521.875000 Penalty: 1520.560303
	Iteration 0F: 2 clusters Score -1001522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -993262.000000 Penalty: 3041.120605
	Iteration 0F: 3 clusters Score -993262 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -996708.562500 Penalty: 3041.120605
	Iteration 1F: 3 clusters Score -996708.6 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -997854.687500 Penalty: 3041.120605
	Iteration 2F: 3 clusters Score -997854.7 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -999267.000000 Penalty: 3041.120605
	Iteration 3F: 3 clusters Score -999267 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1000734.750000 Penalty: 3041.120605
	Iteration 4F: 3 clusters Score -1000735 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1001839.750000 Penalty: 3041.120605
	Iteration 5F: 3 clusters Score -1001840 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1002331.000000 Penalty: 3041.120605
	Iteration 6Q: 3 clusters Score -1002331 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1002518.000000 Penalty: 3041.120605
	Iteration 7Q: 3 clusters Score -1002518 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1002592.687500 Penalty: 3041.120605
	Iteration 8Q: 3 clusters Score -1002593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1002630.312500 Penalty: 3041.120605
	Iteration 9Q: 3 clusters Score -1002630 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1002663.687500 Penalty: 3041.120605
	Iteration 10Q: 3 clusters Score -1002664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1002697.062500 Penalty: 3041.120605
	Iteration 11Q: 3 clusters Score -1002697 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1002722.500000 Penalty: 3041.120605
	Iteration 12Q: 3 clusters Score -1002722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1002737.562500 Penalty: 3041.120605
	Iteration 13Q: 3 clusters Score -1002738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1002751.437500 Penalty: 3041.120605
	Iteration 14Q: 3 clusters Score -1002751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1002756.375000 Penalty: 3041.120605
	Iteration 15Q: 3 clusters Score -1002756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1002765.437500 Penalty: 3041.120605
	Iteration 16Q: 3 clusters Score -1002765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1002774.625000 Penalty: 3041.120605
	Iteration 17Q: 3 clusters Score -1002775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1002782.687500 Penalty: 3041.120605
	Iteration 18Q: 3 clusters Score -1002783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1002787.437500 Penalty: 3041.120605
	Iteration 19Q: 3 clusters Score -1002787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1002790.562500 Penalty: 3041.120605
	Iteration 20F: 3 clusters Score -1002791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1002795.562500 Penalty: 3041.120605
	Iteration 21Q: 3 clusters Score -1002796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1002798.562500 Penalty: 3041.120605
	Iteration 22Q: 3 clusters Score -1002799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1002801.562500 Penalty: 3041.120605
	Iteration 23Q: 3 clusters Score -1002802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1002801.312500 Penalty: 3041.120605
	Iteration 24Q: 3 clusters Score -1002801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1002803.312500 Penalty: 3041.120605
	Iteration 25Q: 3 clusters Score -1002803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1002803.812500 Penalty: 3041.120605
	Iteration 26Q: 3 clusters Score -1002804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1002803.875000 Penalty: 3041.120605
	Iteration 27Q: 3 clusters Score -1002804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1002808.375000 Penalty: 3041.120605
	Iteration 28Q: 3 clusters Score -1002808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1002808.687500 Penalty: 3041.120605
	Iteration 29Q: 3 clusters Score -1002809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1002809.312500 Penalty: 3041.120605
	Iteration 30Q: 3 clusters Score -1002809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1002814.187500 Penalty: 3041.120605
	Iteration 31Q: 3 clusters Score -1002814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1002813.812500 Penalty: 3041.120605
	Iteration 32Q: 3 clusters Score -1002814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1002813.812500 Penalty: 3041.120605
	Iteration 33F: 3 clusters Score -1002814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 173483 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 8707 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 93610 members 
Mstep: Class 18 contains 137618 members 
Entering Unmasked Estep 
Score: -51547952.000000 Penalty: 36646.726562
Splitting cluster 14 changes total score from -51544816.000000 to -51547952.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 15 (6518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Entering Unmasked Estep 
Score: -548154.062500 Penalty: 1427.127441
	Iteration 0F: 2 clusters Score -548154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -543285.187500 Penalty: 2854.254883
	Iteration 0F: 3 clusters Score -543285.2 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -544888.062500 Penalty: 2854.254883
	Iteration 1F: 3 clusters Score -544888.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -545523.250000 Penalty: 2854.254883
	Iteration 2F: 3 clusters Score -545523.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -546498.062500 Penalty: 2854.254883
	Iteration 3F: 3 clusters Score -546498.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -547420.500000 Penalty: 2854.254883
	Iteration 4F: 3 clusters Score -547420.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -547988.625000 Penalty: 2854.254883
	Iteration 5F: 3 clusters Score -547988.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -548303.750000 Penalty: 2854.254883
	Iteration 6F: 3 clusters Score -548303.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -548484.437500 Penalty: 2854.254883
	Iteration 7Q: 3 clusters Score -548484.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -548612.437500 Penalty: 2854.254883
	Iteration 8Q: 3 clusters Score -548612.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -548689.250000 Penalty: 2854.254883
	Iteration 9Q: 3 clusters Score -548689.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -548748.625000 Penalty: 2854.254883
	Iteration 10Q: 3 clusters Score -548748.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -548786.000000 Penalty: 2854.254883
	Iteration 11Q: 3 clusters Score -548786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -548808.687500 Penalty: 2854.254883
	Iteration 12Q: 3 clusters Score -548808.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -548824.437500 Penalty: 2854.254883
	Iteration 13Q: 3 clusters Score -548824.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -548836.000000 Penalty: 2854.254883
	Iteration 14Q: 3 clusters Score -548836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -548843.125000 Penalty: 2854.254883
	Iteration 15Q: 3 clusters Score -548843.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -548848.875000 Penalty: 2854.254883
	Iteration 16Q: 3 clusters Score -548848.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -548852.875000 Penalty: 2854.254883
	Iteration 17Q: 3 clusters Score -548852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -548852.187500 Penalty: 2854.254883
	Iteration 18Q: 3 clusters Score -548852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -548855.375000 Penalty: 2854.254883
	Iteration 19Q: 3 clusters Score -548855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -548859.000000 Penalty: 2854.254883
	Iteration 20F: 3 clusters Score -548859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -548859.875000 Penalty: 2854.254883
	Iteration 21Q: 3 clusters Score -548859.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -548862.937500 Penalty: 2854.254883
	Iteration 22Q: 3 clusters Score -548862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -548864.312500 Penalty: 2854.254883
	Iteration 23Q: 3 clusters Score -548864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -548864.437500 Penalty: 2854.254883
	Iteration 24Q: 3 clusters Score -548864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -548866.125000 Penalty: 2854.254883
	Iteration 25Q: 3 clusters Score -548866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -548867.250000 Penalty: 2854.254883
	Iteration 26Q: 3 clusters Score -548867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -548867.437500 Penalty: 2854.254883
	Iteration 27Q: 3 clusters Score -548867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -548868.625000 Penalty: 2854.254883
	Iteration 28Q: 3 clusters Score -548868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -548867.937500 Penalty: 2854.254883
	Iteration 29Q: 3 clusters Score -548867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -548868.812500 Penalty: 2854.254883
	Iteration 30Q: 3 clusters Score -548868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -548870.000000 Penalty: 2854.254883
	Iteration 31Q: 3 clusters Score -548870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -548870.000000 Penalty: 2854.254883
	Iteration 32Q: 3 clusters Score -548870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -548872.562500 Penalty: 2854.254883
	Iteration 33Q: 3 clusters Score -548872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -548873.562500 Penalty: 2854.254883
	Iteration 34Q: 3 clusters Score -548873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -548874.062500 Penalty: 2854.254883
	Iteration 35Q: 3 clusters Score -548874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -548873.625000 Penalty: 2854.254883
	Iteration 36Q: 3 clusters Score -548873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -548873.625000 Penalty: 2854.254883
	Iteration 37F: 3 clusters Score -548873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 173483 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 8707 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 93610 members 
Mstep: Class 18 contains 137618 members 
Entering Unmasked Estep 
Score: -51547684.000000 Penalty: 38802.417969
Splitting cluster 15 changes total score from -51544816.000000 to -51547684.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (3602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Entering Unmasked Estep 
Score: -280538.218750 Penalty: 1330.752197
	Iteration 0F: 2 clusters Score -280538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -277572.406250 Penalty: 2661.504395
	Iteration 0F: 3 clusters Score -277572.4 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -279924.625000 Penalty: 2661.504395
	Iteration 1F: 3 clusters Score -279924.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -281370.125000 Penalty: 2661.504395
	Iteration 2F: 3 clusters Score -281370.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -281896.250000 Penalty: 2661.504395
	Iteration 3F: 3 clusters Score -281896.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -282057.843750 Penalty: 2661.504395
	Iteration 4Q: 3 clusters Score -282057.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -282124.593750 Penalty: 2661.504395
	Iteration 5Q: 3 clusters Score -282124.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -282170.218750 Penalty: 2661.504395
	Iteration 6Q: 3 clusters Score -282170.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -282199.312500 Penalty: 2661.504395
	Iteration 7Q: 3 clusters Score -282199.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -282219.625000 Penalty: 2661.504395
	Iteration 8Q: 3 clusters Score -282219.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -282229.093750 Penalty: 2661.504395
	Iteration 9Q: 3 clusters Score -282229.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -282236.562500 Penalty: 2661.504395
	Iteration 10Q: 3 clusters Score -282236.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -282246.531250 Penalty: 2661.504395
	Iteration 11Q: 3 clusters Score -282246.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -282254.312500 Penalty: 2661.504395
	Iteration 12Q: 3 clusters Score -282254.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -282262.375000 Penalty: 2661.504395
	Iteration 13Q: 3 clusters Score -282262.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -282275.843750 Penalty: 2661.504395
	Iteration 14Q: 3 clusters Score -282275.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -282293.968750 Penalty: 2661.504395
	Iteration 15Q: 3 clusters Score -282294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282319.500000 Penalty: 2661.504395
	Iteration 16Q: 3 clusters Score -282319.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -282334.562500 Penalty: 2661.504395
	Iteration 17Q: 3 clusters Score -282334.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -282352.031250 Penalty: 2661.504395
	Iteration 18Q: 3 clusters Score -282352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282372.937500 Penalty: 2661.504395
	Iteration 19Q: 3 clusters Score -282372.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -282396.406250 Penalty: 2661.504395
	Iteration 20F: 3 clusters Score -282396.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -282423.781250 Penalty: 2661.504395
	Iteration 21Q: 3 clusters Score -282423.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -282451.531250 Penalty: 2661.504395
	Iteration 22Q: 3 clusters Score -282451.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -282466.500000 Penalty: 2661.504395
	Iteration 23Q: 3 clusters Score -282466.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -282472.562500 Penalty: 2661.504395
	Iteration 24Q: 3 clusters Score -282472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -282479.531250 Penalty: 2661.504395
	Iteration 25Q: 3 clusters Score -282479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -282484.218750 Penalty: 2661.504395
	Iteration 26Q: 3 clusters Score -282484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -282486.656250 Penalty: 2661.504395
	Iteration 27Q: 3 clusters Score -282486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -282487.625000 Penalty: 2661.504395
	Iteration 28Q: 3 clusters Score -282487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -282488.375000 Penalty: 2661.504395
	Iteration 29Q: 3 clusters Score -282488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -282489.500000 Penalty: 2661.504395
	Iteration 30Q: 3 clusters Score -282489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -282489.500000 Penalty: 2661.504395
	Iteration 31Q: 3 clusters Score -282489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -282489.500000 Penalty: 2661.504395
	Iteration 32F: 3 clusters Score -282489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 173483 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 8707 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 93610 members 
Mstep: Class 18 contains 137618 members 
Mstep: Class 19 contains 1510 members 
Entering Unmasked Estep 
Score: -51548828.000000 Penalty: 40958.105469
Splitting cluster 16 changes total score from -51544816.000000 to -51548828.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 17 (93610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Entering Unmasked Estep 
Score: -8800035.000000 Penalty: 1860.120117
	Iteration 0F: 2 clusters Score -8800035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8737184.000000 Penalty: 3720.240234
	Iteration 0F: 3 clusters Score -8737184 nChanged 44850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -8763503.000000 Penalty: 3720.240234
	Iteration 1F: 3 clusters Score -8763503 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8764612.000000 Penalty: 3720.240234
	Iteration 2Q: 3 clusters Score -8764612 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8766214.000000 Penalty: 3720.240234
	Iteration 3Q: 3 clusters Score -8766214 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8768457.000000 Penalty: 3720.240234
	Iteration 4Q: 3 clusters Score -8768457 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -8772022.000000 Penalty: 3720.240234
	Iteration 5F: 3 clusters Score -8772022 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -8777078.000000 Penalty: 3720.240234
	Iteration 6F: 3 clusters Score -8777078 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -8783946.000000 Penalty: 3720.240234
	Iteration 7F: 3 clusters Score -8783946 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -8793011.000000 Penalty: 3720.240234
	Iteration 8F: 3 clusters Score -8793011 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -8803077.000000 Penalty: 3720.240234
	Iteration 9F: 3 clusters Score -8803077 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -8809856.000000 Penalty: 3720.240234
	Iteration 10Q: 3 clusters Score -8809856 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -8811747.000000 Penalty: 3720.240234
	Iteration 11Q: 3 clusters Score -8811747 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -8812151.000000 Penalty: 3720.240234
	Iteration 12Q: 3 clusters Score -8812151 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8812372.000000 Penalty: 3720.240234
	Iteration 13Q: 3 clusters Score -8812372 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -8812444.000000 Penalty: 3720.240234
	Iteration 14Q: 3 clusters Score -8812444 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -8812534.000000 Penalty: 3720.240234
	Iteration 15Q: 3 clusters Score -8812534 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -8812550.000000 Penalty: 3720.240234
	Iteration 16Q: 3 clusters Score -8812550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8812573.000000 Penalty: 3720.240234
	Iteration 17Q: 3 clusters Score -8812573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -8812585.000000 Penalty: 3720.240234
	Iteration 18Q: 3 clusters Score -8812585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -8812567.000000 Penalty: 3720.240234
	Iteration 19Q: 3 clusters Score -8812567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8812569.000000 Penalty: 3720.240234
	Iteration 20F: 3 clusters Score -8812569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8812575.000000 Penalty: 3720.240234
	Iteration 21Q: 3 clusters Score -8812575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8812573.000000 Penalty: 3720.240234
	Iteration 22Q: 3 clusters Score -8812573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -8812568.000000 Penalty: 3720.240234
	Iteration 23Q: 3 clusters Score -8812568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -8812568.000000 Penalty: 3720.240234
	Iteration 24Q: 3 clusters Score -8812568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -8812575.000000 Penalty: 3720.240234
	Iteration 25Q: 3 clusters Score -8812575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8812574.000000 Penalty: 3720.240234
	Iteration 26Q: 3 clusters Score -8812574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8812572.000000 Penalty: 3720.240234
	Iteration 27Q: 3 clusters Score -8812572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -8812571.000000 Penalty: 3720.240234
	Iteration 28Q: 3 clusters Score -8812571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -8812571.000000 Penalty: 3720.240234
	Iteration 29F: 3 clusters Score -8812571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 173483 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 8707 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 70881 members 
Mstep: Class 18 contains 137618 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 22729 members 
Entering Unmasked Estep 
Score: -51560988.000000 Penalty: 43113.796875
Splitting cluster 17 changes total score from -51544816.000000 to -51560988.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (137618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137618 members 
Entering Unmasked Estep 
Score: -12945135.000000 Penalty: 1922.738525
	Iteration 0F: 2 clusters Score -1.294514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -12852873.000000 Penalty: 3845.477051
	Iteration 0F: 3 clusters Score -1.285287e+07 nChanged 66291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -12891525.000000 Penalty: 3845.477051
	Iteration 1F: 3 clusters Score -1.289152e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -12892796.000000 Penalty: 3845.477051
	Iteration 2Q: 3 clusters Score -1.28928e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -12895155.000000 Penalty: 3845.477051
	Iteration 3Q: 3 clusters Score -1.289516e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -12900051.000000 Penalty: 3845.477051
	Iteration 4F: 3 clusters Score -1.290005e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -12909278.000000 Penalty: 3845.477051
	Iteration 5F: 3 clusters Score -1.290928e+07 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -12921315.000000 Penalty: 3845.477051
	Iteration 6F: 3 clusters Score -1.292132e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -12932220.000000 Penalty: 3845.477051
	Iteration 7F: 3 clusters Score -1.293222e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -12938626.000000 Penalty: 3845.477051
	Iteration 8F: 3 clusters Score -1.293863e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -12941811.000000 Penalty: 3845.477051
	Iteration 9Q: 3 clusters Score -1.294181e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -12943677.000000 Penalty: 3845.477051
	Iteration 10Q: 3 clusters Score -1.294368e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 111289 members 
Entering Unmasked Estep 
Score: -12945465.000000 Penalty: 3845.477051
	Iteration 11Q: 3 clusters Score -1.294546e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 114066 members 
Entering Unmasked Estep 
Score: -12947115.000000 Penalty: 3845.477051
	Iteration 12Q: 3 clusters Score -1.294712e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 116552 members 
Entering Unmasked Estep 
Score: -12948812.000000 Penalty: 3845.477051
	Iteration 13Q: 3 clusters Score -1.294881e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 118613 members 
Entering Unmasked Estep 
Score: -12950273.000000 Penalty: 3845.477051
	Iteration 14Q: 3 clusters Score -1.295027e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 120261 members 
Entering Unmasked Estep 
Score: -12951403.000000 Penalty: 3845.477051
	Iteration 15Q: 3 clusters Score -1.29514e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -12952061.000000 Penalty: 3845.477051
	Iteration 16Q: 3 clusters Score -1.295206e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 122460 members 
Entering Unmasked Estep 
Score: -12952463.000000 Penalty: 3845.477051
	Iteration 17Q: 3 clusters Score -1.295246e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -12952638.000000 Penalty: 3845.477051
	Iteration 18Q: 3 clusters Score -1.295264e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 123712 members 
Entering Unmasked Estep 
Score: -12952709.000000 Penalty: 3845.477051
	Iteration 19Q: 3 clusters Score -1.295271e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -12952728.000000 Penalty: 3845.477051
	Iteration 20F: 3 clusters Score -1.295273e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 124478 members 
Entering Unmasked Estep 
Score: -12952807.000000 Penalty: 3845.477051
	Iteration 21Q: 3 clusters Score -1.295281e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 124770 members 
Entering Unmasked Estep 
Score: -12952857.000000 Penalty: 3845.477051
	Iteration 22Q: 3 clusters Score -1.295286e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -12952863.000000 Penalty: 3845.477051
	Iteration 23Q: 3 clusters Score -1.295286e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -12952846.000000 Penalty: 3845.477051
	Iteration 24Q: 3 clusters Score -1.295285e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 125360 members 
Entering Unmasked Estep 
Score: -12952874.000000 Penalty: 3845.477051
	Iteration 25Q: 3 clusters Score -1.295287e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 125499 members 
Entering Unmasked Estep 
Score: -12952883.000000 Penalty: 3845.477051
	Iteration 26Q: 3 clusters Score -1.295288e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -12952924.000000 Penalty: 3845.477051
	Iteration 27Q: 3 clusters Score -1.295292e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 125728 members 
Entering Unmasked Estep 
Score: -12952933.000000 Penalty: 3845.477051
	Iteration 28Q: 3 clusters Score -1.295293e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 125810 members 
Entering Unmasked Estep 
Score: -12952943.000000 Penalty: 3845.477051
	Iteration 29Q: 3 clusters Score -1.295294e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -12952928.000000 Penalty: 3845.477051
	Iteration 30Q: 3 clusters Score -1.295293e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 125945 members 
Entering Unmasked Estep 
Score: -12952915.000000 Penalty: 3845.477051
	Iteration 31Q: 3 clusters Score -1.295292e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 125992 members 
Entering Unmasked Estep 
Score: -12952928.000000 Penalty: 3845.477051
	Iteration 32Q: 3 clusters Score -1.295293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -12952924.000000 Penalty: 3845.477051
	Iteration 33Q: 3 clusters Score -1.295292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 126054 members 
Entering Unmasked Estep 
Score: -12952943.000000 Penalty: 3845.477051
	Iteration 34Q: 3 clusters Score -1.295294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 126091 members 
Entering Unmasked Estep 
Score: -12952940.000000 Penalty: 3845.477051
	Iteration 35Q: 3 clusters Score -1.295294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 126118 members 
Entering Unmasked Estep 
Score: -12952949.000000 Penalty: 3845.477051
	Iteration 36Q: 3 clusters Score -1.295295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 126139 members 
Entering Unmasked Estep 
Score: -12952938.000000 Penalty: 3845.477051
	Iteration 37Q: 3 clusters Score -1.295294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 126157 members 
Entering Unmasked Estep 
Score: -12952930.000000 Penalty: 3845.477051
	Iteration 38Q: 3 clusters Score -1.295293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -12952930.000000 Penalty: 3845.477051
	Iteration 39Q: 3 clusters Score -1.295293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 126169 members 
Entering Unmasked Estep 
Score: -12952944.000000 Penalty: 3845.477051
	Iteration 40F: 3 clusters Score -1.295294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 126176 members 
Entering Unmasked Estep 
Score: -12952947.000000 Penalty: 3845.477051
	Iteration 41Q: 3 clusters Score -1.295295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 126180 members 
Entering Unmasked Estep 
Score: -12952945.000000 Penalty: 3845.477051
	Iteration 42Q: 3 clusters Score -1.295294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -12952947.000000 Penalty: 3845.477051
	Iteration 43Q: 3 clusters Score -1.295295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -12952947.000000 Penalty: 3845.477051
	Iteration 44Q: 3 clusters Score -1.295295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 126184 members 
Entering Unmasked Estep 
Score: -12952947.000000 Penalty: 3845.477051
	Iteration 45Q: 3 clusters Score -1.295295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 126189 members 
Entering Unmasked Estep 
Score: -12952946.000000 Penalty: 3845.477051
	Iteration 46Q: 3 clusters Score -1.295295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 126194 members 
Entering Unmasked Estep 
Score: -12952954.000000 Penalty: 3845.477051
	Iteration 47Q: 3 clusters Score -1.295295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -12952949.000000 Penalty: 3845.477051
	Iteration 48Q: 3 clusters Score -1.295295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -12952943.000000 Penalty: 3845.477051
	Iteration 49Q: 3 clusters Score -1.295294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 126207 members 
Entering Unmasked Estep 
Score: -12952955.000000 Penalty: 3845.477051
	Iteration 50Q: 3 clusters Score -1.295296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 126215 members 
Entering Unmasked Estep 
Score: -12952954.000000 Penalty: 3845.477051
	Iteration 51Q: 3 clusters Score -1.295295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 126221 members 
Entering Unmasked Estep 
Score: -12952957.000000 Penalty: 3845.477051
	Iteration 52Q: 3 clusters Score -1.295296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 126225 members 
Entering Unmasked Estep 
Score: -12952960.000000 Penalty: 3845.477051
	Iteration 53Q: 3 clusters Score -1.295296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 126230 members 
Entering Unmasked Estep 
Score: -12952967.000000 Penalty: 3845.477051
	Iteration 54Q: 3 clusters Score -1.295297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 126234 members 
Entering Unmasked Estep 
Score: -12952967.000000 Penalty: 3845.477051
	Iteration 55Q: 3 clusters Score -1.295297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -12952971.000000 Penalty: 3845.477051
	Iteration 56Q: 3 clusters Score -1.295297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 126236 members 
Entering Unmasked Estep 
Score: -12952971.000000 Penalty: 3845.477051
	Iteration 57Q: 3 clusters Score -1.295297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 126238 members 
Entering Unmasked Estep 
Score: -12952965.000000 Penalty: 3845.477051
	Iteration 58Q: 3 clusters Score -1.295296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -12952965.000000 Penalty: 3845.477051
	Iteration 59Q: 3 clusters Score -1.295296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -12952968.000000 Penalty: 3845.477051
	Iteration 60F: 3 clusters Score -1.295297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 126243 members 
Entering Unmasked Estep 
Score: -12952964.000000 Penalty: 3845.477051
	Iteration 61Q: 3 clusters Score -1.295296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 126243 members 
Entering Unmasked Estep 
Score: -12952964.000000 Penalty: 3845.477051
	Iteration 62F: 3 clusters Score -1.295296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 173483 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 8707 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 70881 members 
Mstep: Class 18 contains 11375 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 22729 members 
Mstep: Class 21 contains 126243 members 
Entering Unmasked Estep 
Score: -51568048.000000 Penalty: 45269.484375
Splitting cluster 18 changes total score from -51544816.000000 to -51568048.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 50847 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 70881 members 
Mstep: Class 18 contains 11375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51575860.000000 Penalty: 45269.484375
Iteration 39Q: 22 clusters Score -5.157586e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 51286 members 
Mstep: Class 3 contains 7854 members 
Mstep: Class 4 contains 24293 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 172013 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 8621 members 
Mstep: Class 10 contains 8247 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 3207 members 
Mstep: Class 13 contains 35460 members 
Mstep: Class 14 contains 2900 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 71945 members 
Mstep: Class 18 contains 12100 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 21793 members 
Mstep: Class 21 contains 124396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51582264.000000 Penalty: 45269.484375
Iteration 40F: 22 clusters Score -5.158226e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 50488 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 24043 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 8119 members 
Mstep: Class 7 contains 172064 members 
Mstep: Class 8 contains 7415 members 
Mstep: Class 9 contains 8558 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 36009 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 5173 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 72013 members 
Mstep: Class 18 contains 12466 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 21929 members 
Mstep: Class 21 contains 124094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51584620.000000 Penalty: 45269.484375
Iteration 41Q: 22 clusters Score -5.158462e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 50043 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 23857 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 6 contains 8042 members 
Mstep: Class 7 contains 172077 members 
Mstep: Class 8 contains 7941 members 
Mstep: Class 9 contains 8488 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 1978 members 
Mstep: Class 12 contains 2901 members 
Mstep: Class 13 contains 36543 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 72039 members 
Mstep: Class 18 contains 12737 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 22060 members 
Mstep: Class 21 contains 123899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51586140.000000 Penalty: 45269.484375
Iteration 42Q: 22 clusters Score -5.158614e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 49786 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 23692 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 6 contains 7984 members 
Mstep: Class 7 contains 172169 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 10 contains 6291 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 37101 members 
Mstep: Class 14 contains 2996 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 72042 members 
Mstep: Class 18 contains 12965 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 22148 members 
Mstep: Class 21 contains 123764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51586928.000000 Penalty: 45269.484375
Iteration 43Q: 22 clusters Score -5.158693e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 49614 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 23511 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 7951 members 
Mstep: Class 7 contains 172282 members 
Mstep: Class 8 contains 8498 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 5650 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 37625 members 
Mstep: Class 14 contains 3036 members 
Mstep: Class 15 contains 5449 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 72034 members 
Mstep: Class 18 contains 13132 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 22218 members 
Mstep: Class 21 contains 123681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587012.000000 Penalty: 45269.484375
Iteration 44Q: 22 clusters Score -5.158701e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 49500 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 23368 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 7925 members 
Mstep: Class 7 contains 172380 members 
Mstep: Class 8 contains 8675 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 2628 members 
Mstep: Class 13 contains 38117 members 
Mstep: Class 14 contains 3078 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 72009 members 
Mstep: Class 18 contains 13261 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 22271 members 
Mstep: Class 21 contains 123638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587652.000000 Penalty: 45269.484375
Iteration 45Q: 22 clusters Score -5.158765e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 49427 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 23232 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 7909 members 
Mstep: Class 7 contains 172473 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 2561 members 
Mstep: Class 13 contains 38585 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 5518 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 71992 members 
Mstep: Class 18 contains 13355 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 22308 members 
Mstep: Class 21 contains 123623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588016.000000 Penalty: 45269.484375
Iteration 46Q: 22 clusters Score -5.158802e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 49373 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 23095 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 7895 members 
Mstep: Class 7 contains 172548 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 11 contains 2037 members 
Mstep: Class 12 contains 2502 members 
Mstep: Class 13 contains 39021 members 
Mstep: Class 14 contains 3138 members 
Mstep: Class 15 contains 5545 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 71981 members 
Mstep: Class 18 contains 13426 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 22354 members 
Mstep: Class 21 contains 123621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588240.000000 Penalty: 45269.484375
Iteration 47Q: 22 clusters Score -5.158824e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 49340 members 
Mstep: Class 3 contains 7083 members 
Mstep: Class 4 contains 22983 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 172612 members 
Mstep: Class 8 contains 8955 members 
Mstep: Class 9 contains 8183 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 11 contains 2044 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 3155 members 
Mstep: Class 15 contains 5561 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 71970 members 
Mstep: Class 18 contains 13491 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 123626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588516.000000 Penalty: 45269.484375
Iteration 48Q: 22 clusters Score -5.158852e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 49313 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 22897 members 
Mstep: Class 5 contains 1433 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 172650 members 
Mstep: Class 8 contains 9016 members 
Mstep: Class 9 contains 8169 members 
Mstep: Class 10 contains 2902 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 39754 members 
Mstep: Class 14 contains 3172 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 71961 members 
Mstep: Class 18 contains 13542 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 22409 members 
Mstep: Class 21 contains 123649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588936.000000 Penalty: 45269.484375
Iteration 49Q: 22 clusters Score -5.158894e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 49300 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 22835 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 172666 members 
Mstep: Class 8 contains 9061 members 
Mstep: Class 9 contains 8156 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 40084 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 71951 members 
Mstep: Class 18 contains 13584 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 22426 members 
Mstep: Class 21 contains 123662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589080.000000 Penalty: 45269.484375
Iteration 50Q: 22 clusters Score -5.158908e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 49285 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 22768 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 172694 members 
Mstep: Class 8 contains 9090 members 
Mstep: Class 9 contains 8140 members 
Mstep: Class 10 contains 2089 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 40352 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 5621 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 71935 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 22440 members 
Mstep: Class 21 contains 123687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1984.712891 but Gain 2155.687500
Score: -51589376.000000 Penalty: 43113.796875
Iteration 51Q: 21 clusters Score -5.158938e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 49262 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 22719 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 172712 members 
Mstep: Class 8 contains 9111 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 42326 members 
Mstep: Class 14 contains 3204 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 71923 members 
Mstep: Class 18 contains 13653 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 22453 members 
Mstep: Class 21 contains 123699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591652.000000 Penalty: 43113.796875
Iteration 52Q: 21 clusters Score -5.159165e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 49245 members 
Mstep: Class 3 contains 6948 members 
Mstep: Class 4 contains 22686 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 172741 members 
Mstep: Class 8 contains 9125 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 42061 members 
Mstep: Class 14 contains 3215 members 
Mstep: Class 15 contains 5646 members 
Mstep: Class 16 contains 2407 members 
Mstep: Class 17 contains 71919 members 
Mstep: Class 18 contains 13677 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 22459 members 
Mstep: Class 21 contains 123715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591700.000000 Penalty: 43113.796875
Iteration 53Q: 21 clusters Score -5.15917e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 49229 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 22641 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 172777 members 
Mstep: Class 8 contains 9131 members 
Mstep: Class 9 contains 8099 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 41875 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 71922 members 
Mstep: Class 18 contains 13702 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22469 members 
Mstep: Class 21 contains 123719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591708.000000 Penalty: 43113.796875
Iteration 54Q: 21 clusters Score -5.159171e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 49221 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 22601 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 172793 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 8081 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 2118 members 
Mstep: Class 13 contains 41761 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 5654 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 71926 members 
Mstep: Class 18 contains 13723 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 22474 members 
Mstep: Class 21 contains 123729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591716.000000 Penalty: 43113.796875
Iteration 55Q: 21 clusters Score -5.159172e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 49210 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 22564 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 172831 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 41688 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 5664 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71923 members 
Mstep: Class 18 contains 13741 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 22480 members 
Mstep: Class 21 contains 123740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591660.000000 Penalty: 43113.796875
Iteration 56Q: 21 clusters Score -5.159166e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 49196 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 22535 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 172865 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 8055 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 41633 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 15 contains 5668 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71920 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22487 members 
Mstep: Class 21 contains 123739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591604.000000 Penalty: 43113.796875
Iteration 57Q: 21 clusters Score -5.15916e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 49189 members 
Mstep: Class 3 contains 6898 members 
Mstep: Class 4 contains 22501 members 
Mstep: Class 5 contains 1468 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 172906 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 8046 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 41591 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 5668 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71915 members 
Mstep: Class 18 contains 13776 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22491 members 
Mstep: Class 21 contains 123737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591676.000000 Penalty: 43113.796875
Iteration 58Q: 21 clusters Score -5.159168e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 49184 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 22473 members 
Mstep: Class 5 contains 1473 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 172929 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 8035 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 41566 members 
Mstep: Class 14 contains 3245 members 
Mstep: Class 15 contains 5667 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 71907 members 
Mstep: Class 18 contains 13787 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22496 members 
Mstep: Class 21 contains 123749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591632.000000 Penalty: 43113.796875
Iteration 59Q: 21 clusters Score -5.159163e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 49177 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 22438 members 
Mstep: Class 5 contains 1475 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 172956 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 41541 members 
Mstep: Class 14 contains 3245 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 71901 members 
Mstep: Class 18 contains 13794 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22505 members 
Mstep: Class 21 contains 123760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591668.000000 Penalty: 43113.796875
Iteration 60F: 21 clusters Score -5.159167e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 49177 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 22409 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 172984 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 8012 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 41519 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 71897 members 
Mstep: Class 18 contains 13801 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22506 members 
Mstep: Class 21 contains 123764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591644.000000 Penalty: 43113.796875
Iteration 61Q: 21 clusters Score -5.159164e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 49185 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 22388 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 172986 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 41507 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 71896 members 
Mstep: Class 18 contains 13811 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22508 members 
Mstep: Class 21 contains 123760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591648.000000 Penalty: 43113.796875
Iteration 62Q: 21 clusters Score -5.159165e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 49199 members 
Mstep: Class 3 contains 6856 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 1483 members 
Mstep: Class 6 contains 7862 members 
Mstep: Class 7 contains 173000 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 41500 members 
Mstep: Class 14 contains 3254 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 71894 members 
Mstep: Class 18 contains 13824 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22510 members 
Mstep: Class 21 contains 123755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591668.000000 Penalty: 43113.796875
Iteration 63Q: 21 clusters Score -5.159167e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 49206 members 
Mstep: Class 3 contains 6852 members 
Mstep: Class 4 contains 22318 members 
Mstep: Class 5 contains 1487 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 173022 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 41495 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 71890 members 
Mstep: Class 18 contains 13831 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22511 members 
Mstep: Class 21 contains 123763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591604.000000 Penalty: 43113.796875
Iteration 64Q: 21 clusters Score -5.15916e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 49212 members 
Mstep: Class 3 contains 6843 members 
Mstep: Class 4 contains 22280 members 
Mstep: Class 5 contains 1489 members 
Mstep: Class 6 contains 7864 members 
Mstep: Class 7 contains 173062 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 7996 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 41488 members 
Mstep: Class 14 contains 3254 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 71885 members 
Mstep: Class 18 contains 13834 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22512 members 
Mstep: Class 21 contains 123771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591640.000000 Penalty: 43113.796875
Iteration 65Q: 21 clusters Score -5.159164e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 49207 members 
Mstep: Class 3 contains 6836 members 
Mstep: Class 4 contains 22250 members 
Mstep: Class 5 contains 1492 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173099 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 41482 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71880 members 
Mstep: Class 18 contains 13838 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591664.000000 Penalty: 43113.796875
Iteration 66Q: 21 clusters Score -5.159166e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 49206 members 
Mstep: Class 3 contains 6827 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173130 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 11 contains 2120 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 41476 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71876 members 
Mstep: Class 18 contains 13840 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591736.000000 Penalty: 43113.796875
Iteration 67Q: 21 clusters Score -5.159174e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 49206 members 
Mstep: Class 3 contains 6815 members 
Mstep: Class 4 contains 22204 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173151 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 7989 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 41472 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71876 members 
Mstep: Class 18 contains 13845 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591736.000000 Penalty: 43113.796875
Iteration 68Q: 21 clusters Score -5.159174e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 49207 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 22191 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 7870 members 
Mstep: Class 7 contains 173164 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 7987 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 41470 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5690 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71877 members 
Mstep: Class 18 contains 13850 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591772.000000 Penalty: 43113.796875
Iteration 69Q: 21 clusters Score -5.159177e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 49209 members 
Mstep: Class 3 contains 6804 members 
Mstep: Class 4 contains 22173 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 173176 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 11 contains 2129 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 41469 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5692 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71877 members 
Mstep: Class 18 contains 13855 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591764.000000 Penalty: 43113.796875
Iteration 70Q: 21 clusters Score -5.159176e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 49206 members 
Mstep: Class 3 contains 6799 members 
Mstep: Class 4 contains 22163 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173189 members 
Mstep: Class 8 contains 9133 members 
Mstep: Class 9 contains 7980 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 1914 members 
Mstep: Class 13 contains 41469 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5693 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71877 members 
Mstep: Class 18 contains 13860 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591772.000000 Penalty: 43113.796875
Iteration 71Q: 21 clusters Score -5.159177e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 49203 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 4 contains 22141 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173208 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 11 contains 2133 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 41469 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5694 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71874 members 
Mstep: Class 18 contains 13866 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22513 members 
Mstep: Class 21 contains 123809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591748.000000 Penalty: 43113.796875
Iteration 72Q: 21 clusters Score -5.159175e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 49199 members 
Mstep: Class 3 contains 6795 members 
Mstep: Class 4 contains 22117 members 
Mstep: Class 5 contains 1527 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173226 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 7968 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 41468 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5697 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71873 members 
Mstep: Class 18 contains 13871 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22513 members 
Mstep: Class 21 contains 123807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591808.000000 Penalty: 43113.796875
Iteration 73Q: 21 clusters Score -5.159181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 49194 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 22090 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 173255 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 7962 members 
Mstep: Class 11 contains 2137 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 41468 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5698 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71870 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591792.000000 Penalty: 43113.796875
Iteration 74Q: 21 clusters Score -5.159179e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 49189 members 
Mstep: Class 3 contains 6792 members 
Mstep: Class 4 contains 22071 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173280 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 7955 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 41467 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5701 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71867 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591848.000000 Penalty: 43113.796875
Iteration 75Q: 21 clusters Score -5.159185e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 49187 members 
Mstep: Class 3 contains 6788 members 
Mstep: Class 4 contains 22051 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173311 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 7947 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 41466 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 5705 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71866 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591864.000000 Penalty: 43113.796875
Iteration 76Q: 21 clusters Score -5.159186e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 49183 members 
Mstep: Class 3 contains 6784 members 
Mstep: Class 4 contains 22029 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173344 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 41467 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5707 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71864 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591888.000000 Penalty: 43113.796875
Iteration 77Q: 21 clusters Score -5.159189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 49177 members 
Mstep: Class 3 contains 6783 members 
Mstep: Class 4 contains 22001 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173386 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 7930 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 41467 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71866 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591844.000000 Penalty: 43113.796875
Iteration 78Q: 21 clusters Score -5.159184e+07 nChanged 54
Entering ConstructFrom: 
Score: -51591844.000000 Penalty: 43113.796875
Entering ConstructFrom: 
Trying to split cluster 1 (8736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Entering Unmasked Estep 
Score: -711065.000000 Penalty: 1474.721313
	Iteration 0F: 2 clusters Score -711065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -704687.125000 Penalty: 2949.442627
	Iteration 0F: 3 clusters Score -704687.1 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -706820.687500 Penalty: 2949.442627
	Iteration 1F: 3 clusters Score -706820.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -707124.250000 Penalty: 2949.442627
	Iteration 2F: 3 clusters Score -707124.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -707367.937500 Penalty: 2949.442627
	Iteration 3F: 3 clusters Score -707367.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -707550.937500 Penalty: 2949.442627
	Iteration 4Q: 3 clusters Score -707550.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -707705.312500 Penalty: 2949.442627
	Iteration 5Q: 3 clusters Score -707705.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -707874.687500 Penalty: 2949.442627
	Iteration 6Q: 3 clusters Score -707874.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -708045.687500 Penalty: 2949.442627
	Iteration 7Q: 3 clusters Score -708045.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -708237.812500 Penalty: 2949.442627
	Iteration 8Q: 3 clusters Score -708237.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -708459.125000 Penalty: 2949.442627
	Iteration 9Q: 3 clusters Score -708459.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -708680.187500 Penalty: 2949.442627
	Iteration 10Q: 3 clusters Score -708680.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -708920.625000 Penalty: 2949.442627
	Iteration 11Q: 3 clusters Score -708920.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -709137.500000 Penalty: 2949.442627
	Iteration 12Q: 3 clusters Score -709137.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -709308.812500 Penalty: 2949.442627
	Iteration 13Q: 3 clusters Score -709308.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -709470.500000 Penalty: 2949.442627
	Iteration 14Q: 3 clusters Score -709470.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -709609.687500 Penalty: 2949.442627
	Iteration 15Q: 3 clusters Score -709609.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -709731.062500 Penalty: 2949.442627
	Iteration 16Q: 3 clusters Score -709731.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -709818.687500 Penalty: 2949.442627
	Iteration 17Q: 3 clusters Score -709818.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -709877.000000 Penalty: 2949.442627
	Iteration 18Q: 3 clusters Score -709877 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -709926.875000 Penalty: 2949.442627
	Iteration 19Q: 3 clusters Score -709926.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -709960.750000 Penalty: 2949.442627
	Iteration 20F: 3 clusters Score -709960.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -709991.687500 Penalty: 2949.442627
	Iteration 21Q: 3 clusters Score -709991.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -710016.750000 Penalty: 2949.442627
	Iteration 22Q: 3 clusters Score -710016.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -710032.875000 Penalty: 2949.442627
	Iteration 23Q: 3 clusters Score -710032.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -710044.812500 Penalty: 2949.442627
	Iteration 24Q: 3 clusters Score -710044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -710053.062500 Penalty: 2949.442627
	Iteration 25Q: 3 clusters Score -710053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -710063.437500 Penalty: 2949.442627
	Iteration 26Q: 3 clusters Score -710063.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -710071.625000 Penalty: 2949.442627
	Iteration 27Q: 3 clusters Score -710071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -710073.812500 Penalty: 2949.442627
	Iteration 28Q: 3 clusters Score -710073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -710074.562500 Penalty: 2949.442627
	Iteration 29Q: 3 clusters Score -710074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -710074.562500 Penalty: 2949.442627
	Iteration 30Q: 3 clusters Score -710074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -710074.750000 Penalty: 2949.442627
	Iteration 31Q: 3 clusters Score -710074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -710076.625000 Penalty: 2949.442627
	Iteration 32Q: 3 clusters Score -710076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -710076.687500 Penalty: 2949.442627
	Iteration 33Q: 3 clusters Score -710076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -710078.000000 Penalty: 2949.442627
	Iteration 34Q: 3 clusters Score -710078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -710078.000000 Penalty: 2949.442627
	Iteration 35F: 3 clusters Score -710078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Entering Unmasked Estep 
Score: -4568872.000000 Penalty: 1755.487305
	Iteration 0F: 2 clusters Score -4568872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -4536026.000000 Penalty: 3510.974609
	Iteration 0F: 3 clusters Score -4536026 nChanged 23015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -4549146.500000 Penalty: 3510.974609
	Iteration 1F: 3 clusters Score -4549146 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -4549633.000000 Penalty: 3510.974609
	Iteration 2Q: 3 clusters Score -4549633 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -4550127.000000 Penalty: 3510.974609
	Iteration 3Q: 3 clusters Score -4550127 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -4550597.000000 Penalty: 3510.974609
	Iteration 4Q: 3 clusters Score -4550597 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4551125.500000 Penalty: 3510.974609
	Iteration 5Q: 3 clusters Score -4551126 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4551723.000000 Penalty: 3510.974609
	Iteration 6Q: 3 clusters Score -4551723 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4552358.500000 Penalty: 3510.974609
	Iteration 7Q: 3 clusters Score -4552358 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4553113.000000 Penalty: 3510.974609
	Iteration 8Q: 3 clusters Score -4553113 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -4554187.000000 Penalty: 3510.974609
	Iteration 9Q: 3 clusters Score -4554187 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4555621.500000 Penalty: 3510.974609
	Iteration 10Q: 3 clusters Score -4555622 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4557182.000000 Penalty: 3510.974609
	Iteration 11F: 3 clusters Score -4557182 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4558405.500000 Penalty: 3510.974609
	Iteration 12Q: 3 clusters Score -4558406 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4559040.000000 Penalty: 3510.974609
	Iteration 13Q: 3 clusters Score -4559040 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4559259.000000 Penalty: 3510.974609
	Iteration 14Q: 3 clusters Score -4559259 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4559380.500000 Penalty: 3510.974609
	Iteration 15Q: 3 clusters Score -4559380 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -4559470.000000 Penalty: 3510.974609
	Iteration 16Q: 3 clusters Score -4559470 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -4559543.000000 Penalty: 3510.974609
	Iteration 17Q: 3 clusters Score -4559543 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4559638.000000 Penalty: 3510.974609
	Iteration 18Q: 3 clusters Score -4559638 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -4559693.000000 Penalty: 3510.974609
	Iteration 19Q: 3 clusters Score -4559693 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4559779.000000 Penalty: 3510.974609
	Iteration 20F: 3 clusters Score -4559779 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4559907.000000 Penalty: 3510.974609
	Iteration 21Q: 3 clusters Score -4559907 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4560011.000000 Penalty: 3510.974609
	Iteration 22Q: 3 clusters Score -4560011 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -4560124.500000 Penalty: 3510.974609
	Iteration 23Q: 3 clusters Score -4560124 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4560262.500000 Penalty: 3510.974609
	Iteration 24Q: 3 clusters Score -4560262 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4560431.000000 Penalty: 3510.974609
	Iteration 25Q: 3 clusters Score -4560431 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4560581.500000 Penalty: 3510.974609
	Iteration 26Q: 3 clusters Score -4560582 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -4560792.000000 Penalty: 3510.974609
	Iteration 27Q: 3 clusters Score -4560792 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4561001.500000 Penalty: 3510.974609
	Iteration 28Q: 3 clusters Score -4561002 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4561258.500000 Penalty: 3510.974609
	Iteration 29Q: 3 clusters Score -4561258 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4561484.500000 Penalty: 3510.974609
	Iteration 30Q: 3 clusters Score -4561484 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4561737.000000 Penalty: 3510.974609
	Iteration 31Q: 3 clusters Score -4561737 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4562031.000000 Penalty: 3510.974609
	Iteration 32Q: 3 clusters Score -4562031 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -4562353.000000 Penalty: 3510.974609
	Iteration 33Q: 3 clusters Score -4562353 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -4562691.000000 Penalty: 3510.974609
	Iteration 34Q: 3 clusters Score -4562691 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -4563045.500000 Penalty: 3510.974609
	Iteration 35Q: 3 clusters Score -4563046 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -4563421.500000 Penalty: 3510.974609
	Iteration 36Q: 3 clusters Score -4563422 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -4563799.000000 Penalty: 3510.974609
	Iteration 37Q: 3 clusters Score -4563799 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -4564170.500000 Penalty: 3510.974609
	Iteration 38Q: 3 clusters Score -4564170 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -4564548.500000 Penalty: 3510.974609
	Iteration 39Q: 3 clusters Score -4564548 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -4564942.000000 Penalty: 3510.974609
	Iteration 40F: 3 clusters Score -4564942 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -4565367.000000 Penalty: 3510.974609
	Iteration 41Q: 3 clusters Score -4565367 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -4565779.500000 Penalty: 3510.974609
	Iteration 42Q: 3 clusters Score -4565780 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -4566137.000000 Penalty: 3510.974609
	Iteration 43Q: 3 clusters Score -4566137 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -4566459.500000 Penalty: 3510.974609
	Iteration 44Q: 3 clusters Score -4566460 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -4566719.500000 Penalty: 3510.974609
	Iteration 45Q: 3 clusters Score -4566720 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -4566939.500000 Penalty: 3510.974609
	Iteration 46Q: 3 clusters Score -4566940 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -4567116.000000 Penalty: 3510.974609
	Iteration 47Q: 3 clusters Score -4567116 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -4567233.000000 Penalty: 3510.974609
	Iteration 48Q: 3 clusters Score -4567233 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -4567319.500000 Penalty: 3510.974609
	Iteration 49Q: 3 clusters Score -4567320 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -4567399.000000 Penalty: 3510.974609
	Iteration 50Q: 3 clusters Score -4567399 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -4567464.000000 Penalty: 3510.974609
	Iteration 51Q: 3 clusters Score -4567464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -4567517.500000 Penalty: 3510.974609
	Iteration 52Q: 3 clusters Score -4567518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -4567555.000000 Penalty: 3510.974609
	Iteration 53Q: 3 clusters Score -4567555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -4567599.000000 Penalty: 3510.974609
	Iteration 54Q: 3 clusters Score -4567599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -4567630.000000 Penalty: 3510.974609
	Iteration 55Q: 3 clusters Score -4567630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -4567655.500000 Penalty: 3510.974609
	Iteration 56Q: 3 clusters Score -4567656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -4567676.000000 Penalty: 3510.974609
	Iteration 57Q: 3 clusters Score -4567676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -4567680.000000 Penalty: 3510.974609
	Iteration 58Q: 3 clusters Score -4567680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -4567687.000000 Penalty: 3510.974609
	Iteration 59Q: 3 clusters Score -4567687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -4567688.000000 Penalty: 3510.974609
	Iteration 60F: 3 clusters Score -4567688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -4567693.500000 Penalty: 3510.974609
	Iteration 61Q: 3 clusters Score -4567694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4567703.500000 Penalty: 3510.974609
	Iteration 62Q: 3 clusters Score -4567704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4567711.500000 Penalty: 3510.974609
	Iteration 63Q: 3 clusters Score -4567712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -4567715.000000 Penalty: 3510.974609
	Iteration 64Q: 3 clusters Score -4567715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -4567721.000000 Penalty: 3510.974609
	Iteration 65Q: 3 clusters Score -4567721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4567721.000000 Penalty: 3510.974609
	Iteration 66Q: 3 clusters Score -4567721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4567720.000000 Penalty: 3510.974609
	Iteration 67Q: 3 clusters Score -4567720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -4567723.000000 Penalty: 3510.974609
	Iteration 68Q: 3 clusters Score -4567723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -4567724.000000 Penalty: 3510.974609
	Iteration 69Q: 3 clusters Score -4567724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4567723.500000 Penalty: 3510.974609
	Iteration 70Q: 3 clusters Score -4567724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4567723.500000 Penalty: 3510.974609
	Iteration 71F: 3 clusters Score -4567724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Entering Unmasked Estep 
Score: -595214.312500 Penalty: 1433.555542
	Iteration 0F: 2 clusters Score -595214.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -590145.187500 Penalty: 2867.111084
	Iteration 0F: 3 clusters Score -590145.2 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -591816.625000 Penalty: 2867.111084
	Iteration 1F: 3 clusters Score -591816.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -592288.625000 Penalty: 2867.111084
	Iteration 2F: 3 clusters Score -592288.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -592748.125000 Penalty: 2867.111084
	Iteration 3F: 3 clusters Score -592748.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -593154.750000 Penalty: 2867.111084
	Iteration 4F: 3 clusters Score -593154.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -593613.125000 Penalty: 2867.111084
	Iteration 5F: 3 clusters Score -593613.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -594031.062500 Penalty: 2867.111084
	Iteration 6F: 3 clusters Score -594031.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -594333.125000 Penalty: 2867.111084
	Iteration 7F: 3 clusters Score -594333.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -594532.125000 Penalty: 2867.111084
	Iteration 8Q: 3 clusters Score -594532.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -594663.312500 Penalty: 2867.111084
	Iteration 9Q: 3 clusters Score -594663.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -594749.250000 Penalty: 2867.111084
	Iteration 10Q: 3 clusters Score -594749.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -594824.187500 Penalty: 2867.111084
	Iteration 11Q: 3 clusters Score -594824.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -594878.125000 Penalty: 2867.111084
	Iteration 12Q: 3 clusters Score -594878.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -594939.750000 Penalty: 2867.111084
	Iteration 13Q: 3 clusters Score -594939.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -594996.250000 Penalty: 2867.111084
	Iteration 14Q: 3 clusters Score -594996.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -595036.687500 Penalty: 2867.111084
	Iteration 15Q: 3 clusters Score -595036.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -595066.437500 Penalty: 2867.111084
	Iteration 16Q: 3 clusters Score -595066.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -595093.312500 Penalty: 2867.111084
	Iteration 17Q: 3 clusters Score -595093.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -595124.875000 Penalty: 2867.111084
	Iteration 18Q: 3 clusters Score -595124.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -595156.375000 Penalty: 2867.111084
	Iteration 19Q: 3 clusters Score -595156.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -595176.625000 Penalty: 2867.111084
	Iteration 20F: 3 clusters Score -595176.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -595190.875000 Penalty: 2867.111084
	Iteration 21Q: 3 clusters Score -595190.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -595203.312500 Penalty: 2867.111084
	Iteration 22Q: 3 clusters Score -595203.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -595210.000000 Penalty: 2867.111084
	Iteration 23Q: 3 clusters Score -595210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -595215.312500 Penalty: 2867.111084
	Iteration 24Q: 3 clusters Score -595215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -595220.187500 Penalty: 2867.111084
	Iteration 25Q: 3 clusters Score -595220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -595222.187500 Penalty: 2867.111084
	Iteration 26Q: 3 clusters Score -595222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -595225.062500 Penalty: 2867.111084
	Iteration 27Q: 3 clusters Score -595225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -595224.625000 Penalty: 2867.111084
	Iteration 28Q: 3 clusters Score -595224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -595225.812500 Penalty: 2867.111084
	Iteration 29Q: 3 clusters Score -595225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -595225.812500 Penalty: 2867.111084
	Iteration 30Q: 3 clusters Score -595225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -595228.062500 Penalty: 2867.111084
	Iteration 31Q: 3 clusters Score -595228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -595228.062500 Penalty: 2867.111084
	Iteration 32F: 3 clusters Score -595228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 49168 members 
Mstep: Class 3 contains 583 members 
Mstep: Class 4 contains 21984 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173419 members 
Mstep: Class 8 contains 9133 members 
Mstep: Class 9 contains 7922 members 
Mstep: Class 10 contains 6198 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 41466 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71864 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123822 members 
Entering Unmasked Estep 
Score: -51591140.000000 Penalty: 45269.484375
Splitting cluster 3 changes total score from -51591844.000000 to -51591140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (21984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Entering Unmasked Estep 
Score: -1961737.250000 Penalty: 1624.686279
	Iteration 0F: 2 clusters Score -1961737 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 10982 members 
Entering Unmasked Estep 
Score: -1946788.625000 Penalty: 3249.372559
	Iteration 0F: 3 clusters Score -1946789 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1952295.375000 Penalty: 3249.372559
	Iteration 1F: 3 clusters Score -1952295 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1952701.625000 Penalty: 3249.372559
	Iteration 2F: 3 clusters Score -1952702 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1953149.875000 Penalty: 3249.372559
	Iteration 3Q: 3 clusters Score -1953150 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1953691.625000 Penalty: 3249.372559
	Iteration 4Q: 3 clusters Score -1953692 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1954321.875000 Penalty: 3249.372559
	Iteration 5F: 3 clusters Score -1954322 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1955104.750000 Penalty: 3249.372559
	Iteration 6F: 3 clusters Score -1955105 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1955939.000000 Penalty: 3249.372559
	Iteration 7F: 3 clusters Score -1955939 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1956660.625000 Penalty: 3249.372559
	Iteration 8F: 3 clusters Score -1956661 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1957219.625000 Penalty: 3249.372559
	Iteration 9Q: 3 clusters Score -1957220 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1957561.375000 Penalty: 3249.372559
	Iteration 10Q: 3 clusters Score -1957561 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1957761.500000 Penalty: 3249.372559
	Iteration 11Q: 3 clusters Score -1957762 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1957894.500000 Penalty: 3249.372559
	Iteration 12Q: 3 clusters Score -1957894 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1957988.250000 Penalty: 3249.372559
	Iteration 13Q: 3 clusters Score -1957988 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1958072.500000 Penalty: 3249.372559
	Iteration 14Q: 3 clusters Score -1958072 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1958135.750000 Penalty: 3249.372559
	Iteration 15Q: 3 clusters Score -1958136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1958202.875000 Penalty: 3249.372559
	Iteration 16Q: 3 clusters Score -1958203 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1958264.625000 Penalty: 3249.372559
	Iteration 17Q: 3 clusters Score -1958265 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1958324.000000 Penalty: 3249.372559
	Iteration 18Q: 3 clusters Score -1958324 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1958374.125000 Penalty: 3249.372559
	Iteration 19Q: 3 clusters Score -1958374 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1958427.125000 Penalty: 3249.372559
	Iteration 20F: 3 clusters Score -1958427 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1958475.750000 Penalty: 3249.372559
	Iteration 21Q: 3 clusters Score -1958476 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1958526.125000 Penalty: 3249.372559
	Iteration 22Q: 3 clusters Score -1958526 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1958556.750000 Penalty: 3249.372559
	Iteration 23Q: 3 clusters Score -1958557 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1958591.875000 Penalty: 3249.372559
	Iteration 24Q: 3 clusters Score -1958592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1958618.500000 Penalty: 3249.372559
	Iteration 25Q: 3 clusters Score -1958618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1958646.000000 Penalty: 3249.372559
	Iteration 26Q: 3 clusters Score -1958646 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1958671.875000 Penalty: 3249.372559
	Iteration 27Q: 3 clusters Score -1958672 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1958704.250000 Penalty: 3249.372559
	Iteration 28Q: 3 clusters Score -1958704 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1958736.625000 Penalty: 3249.372559
	Iteration 29Q: 3 clusters Score -1958737 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1958785.250000 Penalty: 3249.372559
	Iteration 30Q: 3 clusters Score -1958785 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1958823.250000 Penalty: 3249.372559
	Iteration 31Q: 3 clusters Score -1958823 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1958857.375000 Penalty: 3249.372559
	Iteration 32Q: 3 clusters Score -1958857 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1958883.625000 Penalty: 3249.372559
	Iteration 33Q: 3 clusters Score -1958884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1958913.375000 Penalty: 3249.372559
	Iteration 34Q: 3 clusters Score -1958913 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1958938.625000 Penalty: 3249.372559
	Iteration 35Q: 3 clusters Score -1958939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1958961.750000 Penalty: 3249.372559
	Iteration 36Q: 3 clusters Score -1958962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1958983.125000 Penalty: 3249.372559
	Iteration 37Q: 3 clusters Score -1958983 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1959012.625000 Penalty: 3249.372559
	Iteration 38Q: 3 clusters Score -1959013 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1959033.375000 Penalty: 3249.372559
	Iteration 39Q: 3 clusters Score -1959033 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1959060.250000 Penalty: 3249.372559
	Iteration 40F: 3 clusters Score -1959060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1959075.375000 Penalty: 3249.372559
	Iteration 41Q: 3 clusters Score -1959075 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1959105.625000 Penalty: 3249.372559
	Iteration 42Q: 3 clusters Score -1959106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1959133.750000 Penalty: 3249.372559
	Iteration 43Q: 3 clusters Score -1959134 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1959154.875000 Penalty: 3249.372559
	Iteration 44Q: 3 clusters Score -1959155 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1959194.500000 Penalty: 3249.372559
	Iteration 45Q: 3 clusters Score -1959194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1959234.625000 Penalty: 3249.372559
	Iteration 46Q: 3 clusters Score -1959235 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1959272.500000 Penalty: 3249.372559
	Iteration 47Q: 3 clusters Score -1959272 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1959317.125000 Penalty: 3249.372559
	Iteration 48Q: 3 clusters Score -1959317 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1959351.125000 Penalty: 3249.372559
	Iteration 49Q: 3 clusters Score -1959351 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1959402.625000 Penalty: 3249.372559
	Iteration 50Q: 3 clusters Score -1959403 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1959450.250000 Penalty: 3249.372559
	Iteration 51Q: 3 clusters Score -1959450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1959515.625000 Penalty: 3249.372559
	Iteration 52Q: 3 clusters Score -1959516 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1959582.625000 Penalty: 3249.372559
	Iteration 53Q: 3 clusters Score -1959583 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1959667.250000 Penalty: 3249.372559
	Iteration 54Q: 3 clusters Score -1959667 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1959763.000000 Penalty: 3249.372559
	Iteration 55Q: 3 clusters Score -1959763 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1959864.375000 Penalty: 3249.372559
	Iteration 56Q: 3 clusters Score -1959864 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1959979.875000 Penalty: 3249.372559
	Iteration 57Q: 3 clusters Score -1959980 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1960105.250000 Penalty: 3249.372559
	Iteration 58Q: 3 clusters Score -1960105 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1960236.625000 Penalty: 3249.372559
	Iteration 59Q: 3 clusters Score -1960237 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1960340.500000 Penalty: 3249.372559
	Iteration 60F: 3 clusters Score -1960340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1960425.625000 Penalty: 3249.372559
	Iteration 61Q: 3 clusters Score -1960426 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1960487.125000 Penalty: 3249.372559
	Iteration 62Q: 3 clusters Score -1960487 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1960516.375000 Penalty: 3249.372559
	Iteration 63Q: 3 clusters Score -1960516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1960533.750000 Penalty: 3249.372559
	Iteration 64Q: 3 clusters Score -1960534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1960549.125000 Penalty: 3249.372559
	Iteration 65Q: 3 clusters Score -1960549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1960555.625000 Penalty: 3249.372559
	Iteration 66Q: 3 clusters Score -1960556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1960568.875000 Penalty: 3249.372559
	Iteration 67Q: 3 clusters Score -1960569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1960577.625000 Penalty: 3249.372559
	Iteration 68Q: 3 clusters Score -1960578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1960578.625000 Penalty: 3249.372559
	Iteration 69Q: 3 clusters Score -1960579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1960580.125000 Penalty: 3249.372559
	Iteration 70Q: 3 clusters Score -1960580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1960585.000000 Penalty: 3249.372559
	Iteration 71Q: 3 clusters Score -1960585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1960586.375000 Penalty: 3249.372559
	Iteration 72Q: 3 clusters Score -1960586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1960585.250000 Penalty: 3249.372559
	Iteration 73Q: 3 clusters Score -1960585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1960590.250000 Penalty: 3249.372559
	Iteration 74Q: 3 clusters Score -1960590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1960590.750000 Penalty: 3249.372559
	Iteration 75Q: 3 clusters Score -1960591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1960591.500000 Penalty: 3249.372559
	Iteration 76Q: 3 clusters Score -1960592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1960592.000000 Penalty: 3249.372559
	Iteration 77Q: 3 clusters Score -1960592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1960590.625000 Penalty: 3249.372559
	Iteration 78Q: 3 clusters Score -1960591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1960588.375000 Penalty: 3249.372559
	Iteration 79Q: 3 clusters Score -1960588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1960588.375000 Penalty: 3249.372559
	Iteration 80F: 3 clusters Score -1960588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -135874.812500 Penalty: 1192.146362
	Iteration 0F: 2 clusters Score -135874.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -134120.015625 Penalty: 2384.292725
	Iteration 0F: 3 clusters Score -134120 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -134455.406250 Penalty: 2384.292725
	Iteration 1F: 3 clusters Score -134455.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134540.859375 Penalty: 2384.292725
	Iteration 2F: 3 clusters Score -134540.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -134585.921875 Penalty: 2384.292725
	Iteration 3Q: 3 clusters Score -134585.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -134615.234375 Penalty: 2384.292725
	Iteration 4Q: 3 clusters Score -134615.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134637.640625 Penalty: 2384.292725
	Iteration 5Q: 3 clusters Score -134637.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -134652.140625 Penalty: 2384.292725
	Iteration 6Q: 3 clusters Score -134652.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134662.765625 Penalty: 2384.292725
	Iteration 7Q: 3 clusters Score -134662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -134675.921875 Penalty: 2384.292725
	Iteration 8Q: 3 clusters Score -134675.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -134683.953125 Penalty: 2384.292725
	Iteration 9Q: 3 clusters Score -134684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -134689.906250 Penalty: 2384.292725
	Iteration 10Q: 3 clusters Score -134689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -134695.000000 Penalty: 2384.292725
	Iteration 11Q: 3 clusters Score -134695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -134699.468750 Penalty: 2384.292725
	Iteration 12Q: 3 clusters Score -134699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -134701.390625 Penalty: 2384.292725
	Iteration 13Q: 3 clusters Score -134701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -134703.296875 Penalty: 2384.292725
	Iteration 14Q: 3 clusters Score -134703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -134704.812500 Penalty: 2384.292725
	Iteration 15Q: 3 clusters Score -134704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -134706.671875 Penalty: 2384.292725
	Iteration 16Q: 3 clusters Score -134706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134708.750000 Penalty: 2384.292725
	Iteration 17Q: 3 clusters Score -134708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -134709.312500 Penalty: 2384.292725
	Iteration 18Q: 3 clusters Score -134709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134711.078125 Penalty: 2384.292725
	Iteration 19Q: 3 clusters Score -134711.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -134712.359375 Penalty: 2384.292725
	Iteration 20F: 3 clusters Score -134712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134714.328125 Penalty: 2384.292725
	Iteration 21Q: 3 clusters Score -134714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -134714.734375 Penalty: 2384.292725
	Iteration 22Q: 3 clusters Score -134714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -134715.203125 Penalty: 2384.292725
	Iteration 23Q: 3 clusters Score -134715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -134718.500000 Penalty: 2384.292725
	Iteration 24Q: 3 clusters Score -134718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -134720.078125 Penalty: 2384.292725
	Iteration 25Q: 3 clusters Score -134720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -134722.656250 Penalty: 2384.292725
	Iteration 26Q: 3 clusters Score -134722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134723.390625 Penalty: 2384.292725
	Iteration 27Q: 3 clusters Score -134723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134723.390625 Penalty: 2384.292725
	Iteration 28F: 3 clusters Score -134723.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -688255.312500 Penalty: 1457.695190
	Iteration 0F: 2 clusters Score -688255.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -682516.812500 Penalty: 2915.390381
	Iteration 0F: 3 clusters Score -682516.8 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -684397.875000 Penalty: 2915.390381
	Iteration 1F: 3 clusters Score -684397.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -684778.062500 Penalty: 2915.390381
	Iteration 2F: 3 clusters Score -684778.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -685094.437500 Penalty: 2915.390381
	Iteration 3F: 3 clusters Score -685094.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -685416.812500 Penalty: 2915.390381
	Iteration 4F: 3 clusters Score -685416.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -685680.687500 Penalty: 2915.390381
	Iteration 5F: 3 clusters Score -685680.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -685965.812500 Penalty: 2915.390381
	Iteration 6Q: 3 clusters Score -685965.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -686264.812500 Penalty: 2915.390381
	Iteration 7Q: 3 clusters Score -686264.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -686508.750000 Penalty: 2915.390381
	Iteration 8Q: 3 clusters Score -686508.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -686720.125000 Penalty: 2915.390381
	Iteration 9Q: 3 clusters Score -686720.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -686939.812500 Penalty: 2915.390381
	Iteration 10Q: 3 clusters Score -686939.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -687150.312500 Penalty: 2915.390381
	Iteration 11Q: 3 clusters Score -687150.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -687389.312500 Penalty: 2915.390381
	Iteration 12Q: 3 clusters Score -687389.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -687610.687500 Penalty: 2915.390381
	Iteration 13Q: 3 clusters Score -687610.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -687814.062500 Penalty: 2915.390381
	Iteration 14Q: 3 clusters Score -687814.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -688009.562500 Penalty: 2915.390381
	Iteration 15Q: 3 clusters Score -688009.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -688122.500000 Penalty: 2915.390381
	Iteration 16Q: 3 clusters Score -688122.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -688164.875000 Penalty: 2915.390381
	Iteration 17Q: 3 clusters Score -688164.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -688183.125000 Penalty: 2915.390381
	Iteration 18Q: 3 clusters Score -688183.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -688196.312500 Penalty: 2915.390381
	Iteration 19Q: 3 clusters Score -688196.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -688205.625000 Penalty: 2915.390381
	Iteration 20F: 3 clusters Score -688205.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -688208.562500 Penalty: 2915.390381
	Iteration 21Q: 3 clusters Score -688208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -688211.875000 Penalty: 2915.390381
	Iteration 22Q: 3 clusters Score -688211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -688215.125000 Penalty: 2915.390381
	Iteration 23Q: 3 clusters Score -688215.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -688214.375000 Penalty: 2915.390381
	Iteration 24Q: 3 clusters Score -688214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -688217.687500 Penalty: 2915.390381
	Iteration 25Q: 3 clusters Score -688217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -688219.062500 Penalty: 2915.390381
	Iteration 26Q: 3 clusters Score -688219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -688221.000000 Penalty: 2915.390381
	Iteration 27Q: 3 clusters Score -688221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -688221.750000 Penalty: 2915.390381
	Iteration 28Q: 3 clusters Score -688221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -688222.125000 Penalty: 2915.390381
	Iteration 29Q: 3 clusters Score -688222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -688224.125000 Penalty: 2915.390381
	Iteration 30Q: 3 clusters Score -688224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -688224.125000 Penalty: 2915.390381
	Iteration 31Q: 3 clusters Score -688224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -688224.125000 Penalty: 2915.390381
	Iteration 32F: 3 clusters Score -688224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (173419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Entering Unmasked Estep 
Score: -15486793.000000 Penalty: 1960.313232
	Iteration 0F: 2 clusters Score -1.548679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -15370180.000000 Penalty: 3920.626465
	Iteration 0F: 3 clusters Score -1.537018e+07 nChanged 84013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -15420870.000000 Penalty: 3920.626465
	Iteration 1F: 3 clusters Score -1.542087e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -15422742.000000 Penalty: 3920.626465
	Iteration 2Q: 3 clusters Score -1.542274e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -15425382.000000 Penalty: 3920.626465
	Iteration 3Q: 3 clusters Score -1.542538e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -15429680.000000 Penalty: 3920.626465
	Iteration 4Q: 3 clusters Score -1.542968e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95516 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -15435699.000000 Penalty: 3920.626465
	Iteration 5F: 3 clusters Score -1.54357e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98348 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -15443543.000000 Penalty: 3920.626465
	Iteration 6F: 3 clusters Score -1.544354e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -15451674.000000 Penalty: 3920.626465
	Iteration 7F: 3 clusters Score -1.545167e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -15457938.000000 Penalty: 3920.626465
	Iteration 8F: 3 clusters Score -1.545794e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -15461715.000000 Penalty: 3920.626465
	Iteration 9Q: 3 clusters Score -1.546172e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101861 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -15463718.000000 Penalty: 3920.626465
	Iteration 10Q: 3 clusters Score -1.546372e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -15465004.000000 Penalty: 3920.626465
	Iteration 11Q: 3 clusters Score -1.5465e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -15466037.000000 Penalty: 3920.626465
	Iteration 12Q: 3 clusters Score -1.546604e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -15466935.000000 Penalty: 3920.626465
	Iteration 13Q: 3 clusters Score -1.546694e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103380 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -15467732.000000 Penalty: 3920.626465
	Iteration 14Q: 3 clusters Score -1.546773e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -15468427.000000 Penalty: 3920.626465
	Iteration 15Q: 3 clusters Score -1.546843e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -15468923.000000 Penalty: 3920.626465
	Iteration 16Q: 3 clusters Score -1.546892e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -15469356.000000 Penalty: 3920.626465
	Iteration 17Q: 3 clusters Score -1.546936e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -15469733.000000 Penalty: 3920.626465
	Iteration 18Q: 3 clusters Score -1.546973e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -15469911.000000 Penalty: 3920.626465
	Iteration 19Q: 3 clusters Score -1.546991e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -15470124.000000 Penalty: 3920.626465
	Iteration 20F: 3 clusters Score -1.547012e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -15470197.000000 Penalty: 3920.626465
	Iteration 21Q: 3 clusters Score -1.54702e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -15470346.000000 Penalty: 3920.626465
	Iteration 22Q: 3 clusters Score -1.547035e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -15470320.000000 Penalty: 3920.626465
	Iteration 23Q: 3 clusters Score -1.547032e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104963 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -15470424.000000 Penalty: 3920.626465
	Iteration 24Q: 3 clusters Score -1.547042e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105029 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -15470494.000000 Penalty: 3920.626465
	Iteration 25Q: 3 clusters Score -1.547049e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105065 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -15470524.000000 Penalty: 3920.626465
	Iteration 26Q: 3 clusters Score -1.547052e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -15470564.000000 Penalty: 3920.626465
	Iteration 27Q: 3 clusters Score -1.547056e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -15470581.000000 Penalty: 3920.626465
	Iteration 28Q: 3 clusters Score -1.547058e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -15470581.000000 Penalty: 3920.626465
	Iteration 29Q: 3 clusters Score -1.547058e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -15470552.000000 Penalty: 3920.626465
	Iteration 30Q: 3 clusters Score -1.547055e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -15470564.000000 Penalty: 3920.626465
	Iteration 31Q: 3 clusters Score -1.547056e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -15470609.000000 Penalty: 3920.626465
	Iteration 32Q: 3 clusters Score -1.547061e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -15470585.000000 Penalty: 3920.626465
	Iteration 33Q: 3 clusters Score -1.547058e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -15470605.000000 Penalty: 3920.626465
	Iteration 34Q: 3 clusters Score -1.54706e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -15470615.000000 Penalty: 3920.626465
	Iteration 35Q: 3 clusters Score -1.547062e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -15470603.000000 Penalty: 3920.626465
	Iteration 36Q: 3 clusters Score -1.54706e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -15470630.000000 Penalty: 3920.626465
	Iteration 37Q: 3 clusters Score -1.547063e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -15470636.000000 Penalty: 3920.626465
	Iteration 38Q: 3 clusters Score -1.547064e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105501 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -15470626.000000 Penalty: 3920.626465
	Iteration 39Q: 3 clusters Score -1.547063e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -15470607.000000 Penalty: 3920.626465
	Iteration 40F: 3 clusters Score -1.547061e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -15470615.000000 Penalty: 3920.626465
	Iteration 41Q: 3 clusters Score -1.547062e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105609 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -15470614.000000 Penalty: 3920.626465
	Iteration 42Q: 3 clusters Score -1.547061e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -15470613.000000 Penalty: 3920.626465
	Iteration 43Q: 3 clusters Score -1.547061e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -15470621.000000 Penalty: 3920.626465
	Iteration 44Q: 3 clusters Score -1.547062e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -15470641.000000 Penalty: 3920.626465
	Iteration 45Q: 3 clusters Score -1.547064e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -15470623.000000 Penalty: 3920.626465
	Iteration 46Q: 3 clusters Score -1.547062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -15470601.000000 Penalty: 3920.626465
	Iteration 47Q: 3 clusters Score -1.54706e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105767 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -15470595.000000 Penalty: 3920.626465
	Iteration 48Q: 3 clusters Score -1.54706e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -15470616.000000 Penalty: 3920.626465
	Iteration 49Q: 3 clusters Score -1.547062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -15470609.000000 Penalty: 3920.626465
	Iteration 50Q: 3 clusters Score -1.547061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -15470597.000000 Penalty: 3920.626465
	Iteration 51Q: 3 clusters Score -1.54706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -15470599.000000 Penalty: 3920.626465
	Iteration 52Q: 3 clusters Score -1.54706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -15470600.000000 Penalty: 3920.626465
	Iteration 53Q: 3 clusters Score -1.54706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -15470613.000000 Penalty: 3920.626465
	Iteration 54Q: 3 clusters Score -1.547061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -15470600.000000 Penalty: 3920.626465
	Iteration 55Q: 3 clusters Score -1.54706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -15470620.000000 Penalty: 3920.626465
	Iteration 56Q: 3 clusters Score -1.547062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -15470626.000000 Penalty: 3920.626465
	Iteration 57Q: 3 clusters Score -1.547063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -15470614.000000 Penalty: 3920.626465
	Iteration 58Q: 3 clusters Score -1.547061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -15470627.000000 Penalty: 3920.626465
	Iteration 59Q: 3 clusters Score -1.547063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -15470626.000000 Penalty: 3920.626465
	Iteration 60F: 3 clusters Score -1.547063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -15470634.000000 Penalty: 3920.626465
	Iteration 61Q: 3 clusters Score -1.547063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -15470623.000000 Penalty: 3920.626465
	Iteration 62Q: 3 clusters Score -1.547062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -15470619.000000 Penalty: 3920.626465
	Iteration 63Q: 3 clusters Score -1.547062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -15470623.000000 Penalty: 3920.626465
	Iteration 64Q: 3 clusters Score -1.547062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -15470623.000000 Penalty: 3920.626465
	Iteration 65Q: 3 clusters Score -1.547062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -15470617.000000 Penalty: 3920.626465
	Iteration 66Q: 3 clusters Score -1.547062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -15470620.000000 Penalty: 3920.626465
	Iteration 67Q: 3 clusters Score -1.547062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -15470625.000000 Penalty: 3920.626465
	Iteration 68Q: 3 clusters Score -1.547062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -15470627.000000 Penalty: 3920.626465
	Iteration 69Q: 3 clusters Score -1.547063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -15470618.000000 Penalty: 3920.626465
	Iteration 70Q: 3 clusters Score -1.547062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -15470616.000000 Penalty: 3920.626465
	Iteration 71Q: 3 clusters Score -1.547062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -15470628.000000 Penalty: 3920.626465
	Iteration 72Q: 3 clusters Score -1.547063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -15470624.000000 Penalty: 3920.626465
	Iteration 73Q: 3 clusters Score -1.547062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -15470630.000000 Penalty: 3920.626465
	Iteration 74Q: 3 clusters Score -1.547063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105972 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -15470633.000000 Penalty: 3920.626465
	Iteration 75Q: 3 clusters Score -1.547063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -15470616.000000 Penalty: 3920.626465
	Iteration 76Q: 3 clusters Score -1.547062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -15470619.000000 Penalty: 3920.626465
	Iteration 77Q: 3 clusters Score -1.547062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -15470628.000000 Penalty: 3920.626465
	Iteration 78Q: 3 clusters Score -1.547063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -15470622.000000 Penalty: 3920.626465
	Iteration 79Q: 3 clusters Score -1.547062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -15470622.000000 Penalty: 3920.626465
	Iteration 80F: 3 clusters Score -1.547062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Entering Unmasked Estep 
Score: -843094.437500 Penalty: 1481.943115
	Iteration 0F: 2 clusters Score -843094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -836635.562500 Penalty: 2963.886230
	Iteration 0F: 3 clusters Score -836635.6 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -838927.937500 Penalty: 2963.886230
	Iteration 1F: 3 clusters Score -838927.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -839398.375000 Penalty: 2963.886230
	Iteration 2F: 3 clusters Score -839398.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -839939.500000 Penalty: 2963.886230
	Iteration 3F: 3 clusters Score -839939.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -840482.375000 Penalty: 2963.886230
	Iteration 4F: 3 clusters Score -840482.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -841002.562500 Penalty: 2963.886230
	Iteration 5F: 3 clusters Score -841002.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -841402.375000 Penalty: 2963.886230
	Iteration 6F: 3 clusters Score -841402.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -841691.687500 Penalty: 2963.886230
	Iteration 7Q: 3 clusters Score -841691.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -841927.312500 Penalty: 2963.886230
	Iteration 8Q: 3 clusters Score -841927.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -842162.250000 Penalty: 2963.886230
	Iteration 9Q: 3 clusters Score -842162.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -842398.062500 Penalty: 2963.886230
	Iteration 10Q: 3 clusters Score -842398.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -842610.500000 Penalty: 2963.886230
	Iteration 11Q: 3 clusters Score -842610.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -842787.437500 Penalty: 2963.886230
	Iteration 12Q: 3 clusters Score -842787.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -842914.500000 Penalty: 2963.886230
	Iteration 13Q: 3 clusters Score -842914.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -843015.750000 Penalty: 2963.886230
	Iteration 14Q: 3 clusters Score -843015.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -843081.187500 Penalty: 2963.886230
	Iteration 15Q: 3 clusters Score -843081.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -843125.000000 Penalty: 2963.886230
	Iteration 16Q: 3 clusters Score -843125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -843155.750000 Penalty: 2963.886230
	Iteration 17Q: 3 clusters Score -843155.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -843177.750000 Penalty: 2963.886230
	Iteration 18Q: 3 clusters Score -843177.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -843193.125000 Penalty: 2963.886230
	Iteration 19Q: 3 clusters Score -843193.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -843205.250000 Penalty: 2963.886230
	Iteration 20F: 3 clusters Score -843205.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -843215.125000 Penalty: 2963.886230
	Iteration 21Q: 3 clusters Score -843215.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -843217.125000 Penalty: 2963.886230
	Iteration 22Q: 3 clusters Score -843217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -843217.312500 Penalty: 2963.886230
	Iteration 23Q: 3 clusters Score -843217.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -843218.062500 Penalty: 2963.886230
	Iteration 24Q: 3 clusters Score -843218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -843219.000000 Penalty: 2963.886230
	Iteration 25Q: 3 clusters Score -843219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -843221.750000 Penalty: 2963.886230
	Iteration 26Q: 3 clusters Score -843221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -843221.312500 Penalty: 2963.886230
	Iteration 27Q: 3 clusters Score -843221.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -843221.250000 Penalty: 2963.886230
	Iteration 28Q: 3 clusters Score -843221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -843223.875000 Penalty: 2963.886230
	Iteration 29Q: 3 clusters Score -843223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -843225.750000 Penalty: 2963.886230
	Iteration 30Q: 3 clusters Score -843225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -843225.937500 Penalty: 2963.886230
	Iteration 31Q: 3 clusters Score -843225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -843225.875000 Penalty: 2963.886230
	Iteration 32Q: 3 clusters Score -843225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -843225.875000 Penalty: 2963.886230
	Iteration 33F: 3 clusters Score -843225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 49168 members 
Mstep: Class 3 contains 6781 members 
Mstep: Class 4 contains 21984 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173419 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 7922 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 41466 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71864 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123822 members 
Entering Unmasked Estep 
Score: -51591328.000000 Penalty: 45269.484375
Splitting cluster 8 changes total score from -51591844.000000 to -51591328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (7922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Entering Unmasked Estep 
Score: -695609.187500 Penalty: 1458.827271
	Iteration 0F: 2 clusters Score -695609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -689833.250000 Penalty: 2917.654541
	Iteration 0F: 3 clusters Score -689833.2 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -691572.750000 Penalty: 2917.654541
	Iteration 1F: 3 clusters Score -691572.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -691797.187500 Penalty: 2917.654541
	Iteration 2F: 3 clusters Score -691797.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -691971.312500 Penalty: 2917.654541
	Iteration 3F: 3 clusters Score -691971.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -692107.250000 Penalty: 2917.654541
	Iteration 4Q: 3 clusters Score -692107.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -692253.125000 Penalty: 2917.654541
	Iteration 5Q: 3 clusters Score -692253.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -692406.812500 Penalty: 2917.654541
	Iteration 6Q: 3 clusters Score -692406.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -692581.187500 Penalty: 2917.654541
	Iteration 7Q: 3 clusters Score -692581.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -692769.812500 Penalty: 2917.654541
	Iteration 8Q: 3 clusters Score -692769.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -692997.312500 Penalty: 2917.654541
	Iteration 9Q: 3 clusters Score -692997.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -693237.187500 Penalty: 2917.654541
	Iteration 10Q: 3 clusters Score -693237.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -693453.437500 Penalty: 2917.654541
	Iteration 11Q: 3 clusters Score -693453.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -693641.937500 Penalty: 2917.654541
	Iteration 12Q: 3 clusters Score -693641.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -693818.062500 Penalty: 2917.654541
	Iteration 13Q: 3 clusters Score -693818.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -693974.750000 Penalty: 2917.654541
	Iteration 14Q: 3 clusters Score -693974.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -694084.937500 Penalty: 2917.654541
	Iteration 15Q: 3 clusters Score -694084.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -694167.625000 Penalty: 2917.654541
	Iteration 16Q: 3 clusters Score -694167.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -694236.000000 Penalty: 2917.654541
	Iteration 17Q: 3 clusters Score -694236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -694278.875000 Penalty: 2917.654541
	Iteration 18Q: 3 clusters Score -694278.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -694308.375000 Penalty: 2917.654541
	Iteration 19Q: 3 clusters Score -694308.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -694332.812500 Penalty: 2917.654541
	Iteration 20F: 3 clusters Score -694332.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -694357.187500 Penalty: 2917.654541
	Iteration 21Q: 3 clusters Score -694357.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -694371.062500 Penalty: 2917.654541
	Iteration 22Q: 3 clusters Score -694371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -694375.937500 Penalty: 2917.654541
	Iteration 23Q: 3 clusters Score -694375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -694383.187500 Penalty: 2917.654541
	Iteration 24Q: 3 clusters Score -694383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -694391.562500 Penalty: 2917.654541
	Iteration 25Q: 3 clusters Score -694391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -694397.812500 Penalty: 2917.654541
	Iteration 26Q: 3 clusters Score -694397.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -694407.937500 Penalty: 2917.654541
	Iteration 27Q: 3 clusters Score -694407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -694411.875000 Penalty: 2917.654541
	Iteration 28Q: 3 clusters Score -694411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -694413.625000 Penalty: 2917.654541
	Iteration 29Q: 3 clusters Score -694413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -694414.000000 Penalty: 2917.654541
	Iteration 30Q: 3 clusters Score -694414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -694414.000000 Penalty: 2917.654541
	Iteration 31F: 3 clusters Score -694414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -175413.671875 Penalty: 1245.989258
	Iteration 0F: 2 clusters Score -175413.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -173292.875000 Penalty: 2491.978516
	Iteration 0F: 3 clusters Score -173292.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -173956.187500 Penalty: 2491.978516
	Iteration 1F: 3 clusters Score -173956.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -174257.265625 Penalty: 2491.978516
	Iteration 2F: 3 clusters Score -174257.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -174490.453125 Penalty: 2491.978516
	Iteration 3F: 3 clusters Score -174490.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -174665.046875 Penalty: 2491.978516
	Iteration 4F: 3 clusters Score -174665 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -174773.968750 Penalty: 2491.978516
	Iteration 5Q: 3 clusters Score -174774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -174832.859375 Penalty: 2491.978516
	Iteration 6Q: 3 clusters Score -174832.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -174862.703125 Penalty: 2491.978516
	Iteration 7Q: 3 clusters Score -174862.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -174881.312500 Penalty: 2491.978516
	Iteration 8Q: 3 clusters Score -174881.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -174888.312500 Penalty: 2491.978516
	Iteration 9Q: 3 clusters Score -174888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -174891.765625 Penalty: 2491.978516
	Iteration 10Q: 3 clusters Score -174891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -174894.125000 Penalty: 2491.978516
	Iteration 11Q: 3 clusters Score -174894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -174895.640625 Penalty: 2491.978516
	Iteration 12Q: 3 clusters Score -174895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174896.671875 Penalty: 2491.978516
	Iteration 13Q: 3 clusters Score -174896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -174897.109375 Penalty: 2491.978516
	Iteration 14Q: 3 clusters Score -174897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -174897.109375 Penalty: 2491.978516
	Iteration 15F: 3 clusters Score -174897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -177262.640625 Penalty: 1226.383301
	Iteration 0F: 2 clusters Score -177262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175214.312500 Penalty: 2452.766602
	Iteration 0F: 3 clusters Score -175214.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -175631.656250 Penalty: 2452.766602
	Iteration 1F: 3 clusters Score -175631.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -175734.265625 Penalty: 2452.766602
	Iteration 2F: 3 clusters Score -175734.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -175806.093750 Penalty: 2452.766602
	Iteration 3Q: 3 clusters Score -175806.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -175850.390625 Penalty: 2452.766602
	Iteration 4Q: 3 clusters Score -175850.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -175887.562500 Penalty: 2452.766602
	Iteration 5Q: 3 clusters Score -175887.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175912.687500 Penalty: 2452.766602
	Iteration 6Q: 3 clusters Score -175912.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -175929.859375 Penalty: 2452.766602
	Iteration 7Q: 3 clusters Score -175929.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -175944.875000 Penalty: 2452.766602
	Iteration 8Q: 3 clusters Score -175944.9 nChanged 12
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: -175949.906250 Penalty: 2452.766602
	Iteration 9Q: 3 clusters Score -175949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -175951.546875 Penalty: 2452.766602
	Iteration 10Q: 3 clusters Score -175951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -175955.656250 Penalty: 2452.766602
	Iteration 11Q: 3 clusters Score -175955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -175957.046875 Penalty: 2452.766602
	Iteration 12Q: 3 clusters Score -175957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -175957.531250 Penalty: 2452.766602
	Iteration 13Q: 3 clusters Score -175957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -175957.531250 Penalty: 2452.766602
	Iteration 14F: 3 clusters Score -175957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Entering Unmasked Estep 
Score: -3762720.500000 Penalty: 1727.802246
	Iteration 0F: 2 clusters Score -3762720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3735120.500000 Penalty: 3455.604492
	Iteration 0F: 3 clusters Score -3735120 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3745804.750000 Penalty: 3455.604492
	Iteration 1F: 3 clusters Score -3745805 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3746312.250000 Penalty: 3455.604492
	Iteration 2Q: 3 clusters Score -3746312 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3747018.500000 Penalty: 3455.604492
	Iteration 3Q: 3 clusters Score -3747018 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3748065.500000 Penalty: 3455.604492
	Iteration 4F: 3 clusters Score -3748066 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3749612.750000 Penalty: 3455.604492
	Iteration 5F: 3 clusters Score -3749613 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3751542.000000 Penalty: 3455.604492
	Iteration 6F: 3 clusters Score -3751542 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3753317.500000 Penalty: 3455.604492
	Iteration 7F: 3 clusters Score -3753318 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -3754702.250000 Penalty: 3455.604492
	Iteration 8F: 3 clusters Score -3754702 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3755653.250000 Penalty: 3455.604492
	Iteration 9Q: 3 clusters Score -3755653 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -3756436.500000 Penalty: 3455.604492
	Iteration 10Q: 3 clusters Score -3756436 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -3757119.500000 Penalty: 3455.604492
	Iteration 11Q: 3 clusters Score -3757120 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -3757828.000000 Penalty: 3455.604492
	Iteration 12Q: 3 clusters Score -3757828 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -3758482.750000 Penalty: 3455.604492
	Iteration 13Q: 3 clusters Score -3758483 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -3759112.250000 Penalty: 3455.604492
	Iteration 14Q: 3 clusters Score -3759112 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -3759704.000000 Penalty: 3455.604492
	Iteration 15Q: 3 clusters Score -3759704 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -3760245.750000 Penalty: 3455.604492
	Iteration 16Q: 3 clusters Score -3760246 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -3760640.500000 Penalty: 3455.604492
	Iteration 17Q: 3 clusters Score -3760640 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -3760901.500000 Penalty: 3455.604492
	Iteration 18Q: 3 clusters Score -3760902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -3761038.750000 Penalty: 3455.604492
	Iteration 19Q: 3 clusters Score -3761039 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -3761109.000000 Penalty: 3455.604492
	Iteration 20F: 3 clusters Score -3761109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -3761152.250000 Penalty: 3455.604492
	Iteration 21Q: 3 clusters Score -3761152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -3761177.500000 Penalty: 3455.604492
	Iteration 22Q: 3 clusters Score -3761178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -3761199.250000 Penalty: 3455.604492
	Iteration 23Q: 3 clusters Score -3761199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -3761211.000000 Penalty: 3455.604492
	Iteration 24Q: 3 clusters Score -3761211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -3761215.500000 Penalty: 3455.604492
	Iteration 25Q: 3 clusters Score -3761216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -3761212.000000 Penalty: 3455.604492
	Iteration 26Q: 3 clusters Score -3761212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -3761213.500000 Penalty: 3455.604492
	Iteration 27Q: 3 clusters Score -3761214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -3761215.000000 Penalty: 3455.604492
	Iteration 28Q: 3 clusters Score -3761215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -3761216.750000 Penalty: 3455.604492
	Iteration 29Q: 3 clusters Score -3761217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -3761216.750000 Penalty: 3455.604492
	Iteration 30F: 3 clusters Score -3761217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -284552.031250 Penalty: 1315.286865
	Iteration 0F: 2 clusters Score -284552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -281632.687500 Penalty: 2630.573730
	Iteration 0F: 3 clusters Score -281632.7 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -282336.437500 Penalty: 2630.573730
	Iteration 1F: 3 clusters Score -282336.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -282521.843750 Penalty: 2630.573730
	Iteration 2F: 3 clusters Score -282521.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -282670.687500 Penalty: 2630.573730
	Iteration 3F: 3 clusters Score -282670.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -282782.937500 Penalty: 2630.573730
	Iteration 4Q: 3 clusters Score -282782.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -282867.625000 Penalty: 2630.573730
	Iteration 5Q: 3 clusters Score -282867.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -282947.968750 Penalty: 2630.573730
	Iteration 6Q: 3 clusters Score -282948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -283038.125000 Penalty: 2630.573730
	Iteration 7Q: 3 clusters Score -283038.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -283146.125000 Penalty: 2630.573730
	Iteration 8Q: 3 clusters Score -283146.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283259.500000 Penalty: 2630.573730
	Iteration 9Q: 3 clusters Score -283259.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -283376.625000 Penalty: 2630.573730
	Iteration 10Q: 3 clusters Score -283376.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283494.468750 Penalty: 2630.573730
	Iteration 11Q: 3 clusters Score -283494.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283585.718750 Penalty: 2630.573730
	Iteration 12Q: 3 clusters Score -283585.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -283663.093750 Penalty: 2630.573730
	Iteration 13Q: 3 clusters Score -283663.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -283716.937500 Penalty: 2630.573730
	Iteration 14Q: 3 clusters Score -283716.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -283748.281250 Penalty: 2630.573730
	Iteration 15Q: 3 clusters Score -283748.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -283773.750000 Penalty: 2630.573730
	Iteration 16Q: 3 clusters Score -283773.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -283789.875000 Penalty: 2630.573730
	Iteration 17Q: 3 clusters Score -283789.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -283799.156250 Penalty: 2630.573730
	Iteration 18Q: 3 clusters Score -283799.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -283808.093750 Penalty: 2630.573730
	Iteration 19Q: 3 clusters Score -283808.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -283818.718750 Penalty: 2630.573730
	Iteration 20F: 3 clusters Score -283818.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -283830.562500 Penalty: 2630.573730
	Iteration 21Q: 3 clusters Score -283830.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -283840.937500 Penalty: 2630.573730
	Iteration 22Q: 3 clusters Score -283840.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -283849.562500 Penalty: 2630.573730
	Iteration 23Q: 3 clusters Score -283849.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -283855.750000 Penalty: 2630.573730
	Iteration 24Q: 3 clusters Score -283855.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -283860.875000 Penalty: 2630.573730
	Iteration 25Q: 3 clusters Score -283860.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -283866.875000 Penalty: 2630.573730
	Iteration 26Q: 3 clusters Score -283866.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -283872.750000 Penalty: 2630.573730
	Iteration 27Q: 3 clusters Score -283872.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -283878.281250 Penalty: 2630.573730
	Iteration 28Q: 3 clusters Score -283878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -283880.437500 Penalty: 2630.573730
	Iteration 29Q: 3 clusters Score -283880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -283882.625000 Penalty: 2630.573730
	Iteration 30Q: 3 clusters Score -283882.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -283886.750000 Penalty: 2630.573730
	Iteration 31Q: 3 clusters Score -283886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -283888.406250 Penalty: 2630.573730
	Iteration 32Q: 3 clusters Score -283888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -283890.281250 Penalty: 2630.573730
	Iteration 33Q: 3 clusters Score -283890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -283891.937500 Penalty: 2630.573730
	Iteration 34Q: 3 clusters Score -283891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -283895.343750 Penalty: 2630.573730
	Iteration 35Q: 3 clusters Score -283895.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -283899.968750 Penalty: 2630.573730
	Iteration 36Q: 3 clusters Score -283900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -283903.250000 Penalty: 2630.573730
	Iteration 37Q: 3 clusters Score -283903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -283906.843750 Penalty: 2630.573730
	Iteration 38Q: 3 clusters Score -283906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -283912.937500 Penalty: 2630.573730
	Iteration 39Q: 3 clusters Score -283912.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -283918.468750 Penalty: 2630.573730
	Iteration 40F: 3 clusters Score -283918.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -283924.281250 Penalty: 2630.573730
	Iteration 41Q: 3 clusters Score -283924.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -283928.468750 Penalty: 2630.573730
	Iteration 42Q: 3 clusters Score -283928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -283933.375000 Penalty: 2630.573730
	Iteration 43Q: 3 clusters Score -283933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -283938.562500 Penalty: 2630.573730
	Iteration 44Q: 3 clusters Score -283938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -283944.062500 Penalty: 2630.573730
	Iteration 45Q: 3 clusters Score -283944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -283946.937500 Penalty: 2630.573730
	Iteration 46Q: 3 clusters Score -283946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -283951.281250 Penalty: 2630.573730
	Iteration 47Q: 3 clusters Score -283951.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -283958.843750 Penalty: 2630.573730
	Iteration 48Q: 3 clusters Score -283958.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -283963.093750 Penalty: 2630.573730
	Iteration 49Q: 3 clusters Score -283963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -283968.437500 Penalty: 2630.573730
	Iteration 50Q: 3 clusters Score -283968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -283970.312500 Penalty: 2630.573730
	Iteration 51Q: 3 clusters Score -283970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -283972.093750 Penalty: 2630.573730
	Iteration 52Q: 3 clusters Score -283972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -283975.437500 Penalty: 2630.573730
	Iteration 53Q: 3 clusters Score -283975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -283976.125000 Penalty: 2630.573730
	Iteration 54Q: 3 clusters Score -283976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -283976.468750 Penalty: 2630.573730
	Iteration 55Q: 3 clusters Score -283976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -283977.375000 Penalty: 2630.573730
	Iteration 56Q: 3 clusters Score -283977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -283978.125000 Penalty: 2630.573730
	Iteration 57Q: 3 clusters Score -283978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -283978.375000 Penalty: 2630.573730
	Iteration 58Q: 3 clusters Score -283978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -283978.375000 Penalty: 2630.573730
	Iteration 59F: 3 clusters Score -283978.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -498024.593750 Penalty: 1405.649292
	Iteration 0F: 2 clusters Score -498024.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -493674.218750 Penalty: 2811.298584
	Iteration 0F: 3 clusters Score -493674.2 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -494936.531250 Penalty: 2811.298584
	Iteration 1F: 3 clusters Score -494936.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -495191.406250 Penalty: 2811.298584
	Iteration 2F: 3 clusters Score -495191.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -495432.281250 Penalty: 2811.298584
	Iteration 3F: 3 clusters Score -495432.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -495694.156250 Penalty: 2811.298584
	Iteration 4F: 3 clusters Score -495694.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -495950.656250 Penalty: 2811.298584
	Iteration 5F: 3 clusters Score -495950.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -496159.593750 Penalty: 2811.298584
	Iteration 6F: 3 clusters Score -496159.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -496330.156250 Penalty: 2811.298584
	Iteration 7Q: 3 clusters Score -496330.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -496483.625000 Penalty: 2811.298584
	Iteration 8Q: 3 clusters Score -496483.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -496621.375000 Penalty: 2811.298584
	Iteration 9Q: 3 clusters Score -496621.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -496751.562500 Penalty: 2811.298584
	Iteration 10Q: 3 clusters Score -496751.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -496862.031250 Penalty: 2811.298584
	Iteration 11Q: 3 clusters Score -496862 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -496939.781250 Penalty: 2811.298584
	Iteration 12Q: 3 clusters Score -496939.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -497000.937500 Penalty: 2811.298584
	Iteration 13Q: 3 clusters Score -497000.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -497055.437500 Penalty: 2811.298584
	Iteration 14Q: 3 clusters Score -497055.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -497093.593750 Penalty: 2811.298584
	Iteration 15Q: 3 clusters Score -497093.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -497117.156250 Penalty: 2811.298584
	Iteration 16Q: 3 clusters Score -497117.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -497130.906250 Penalty: 2811.298584
	Iteration 17Q: 3 clusters Score -497130.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -497136.968750 Penalty: 2811.298584
	Iteration 18Q: 3 clusters Score -497137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -497142.406250 Penalty: 2811.298584
	Iteration 19Q: 3 clusters Score -497142.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -497146.187500 Penalty: 2811.298584
	Iteration 20F: 3 clusters Score -497146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -497149.062500 Penalty: 2811.298584
	Iteration 21Q: 3 clusters Score -497149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -497150.687500 Penalty: 2811.298584
	Iteration 22Q: 3 clusters Score -497150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -497151.500000 Penalty: 2811.298584
	Iteration 23Q: 3 clusters Score -497151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -497152.125000 Penalty: 2811.298584
	Iteration 24Q: 3 clusters Score -497152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -497152.625000 Penalty: 2811.298584
	Iteration 25Q: 3 clusters Score -497152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -497153.687500 Penalty: 2811.298584
	Iteration 26Q: 3 clusters Score -497153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -497154.031250 Penalty: 2811.298584
	Iteration 27Q: 3 clusters Score -497154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -497154.343750 Penalty: 2811.298584
	Iteration 28Q: 3 clusters Score -497154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -497155.375000 Penalty: 2811.298584
	Iteration 29Q: 3 clusters Score -497155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -497157.343750 Penalty: 2811.298584
	Iteration 30Q: 3 clusters Score -497157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -497157.625000 Penalty: 2811.298584
	Iteration 31Q: 3 clusters Score -497157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -497160.062500 Penalty: 2811.298584
	Iteration 32Q: 3 clusters Score -497160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -497160.468750 Penalty: 2811.298584
	Iteration 33Q: 3 clusters Score -497160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -497160.687500 Penalty: 2811.298584
	Iteration 34Q: 3 clusters Score -497160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -497161.312500 Penalty: 2811.298584
	Iteration 35Q: 3 clusters Score -497161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -497161.250000 Penalty: 2811.298584
	Iteration 36Q: 3 clusters Score -497161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -497162.062500 Penalty: 2811.298584
	Iteration 37Q: 3 clusters Score -497162.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -497161.500000 Penalty: 2811.298584
	Iteration 38Q: 3 clusters Score -497161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -497162.562500 Penalty: 2811.298584
	Iteration 39Q: 3 clusters Score -497162.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -497162.562500 Penalty: 2811.298584
	Iteration 40F: 3 clusters Score -497162.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -198821.906250 Penalty: 1265.651733
	Iteration 0F: 2 clusters Score -198821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -196555.921875 Penalty: 2531.303467
	Iteration 0F: 3 clusters Score -196555.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -197185.984375 Penalty: 2531.303467
	Iteration 1F: 3 clusters Score -197186 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -197413.359375 Penalty: 2531.303467
	Iteration 2F: 3 clusters Score -197413.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -197613.484375 Penalty: 2531.303467
	Iteration 3F: 3 clusters Score -197613.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -197760.187500 Penalty: 2531.303467
	Iteration 4F: 3 clusters Score -197760.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -197894.921875 Penalty: 2531.303467
	Iteration 5F: 3 clusters Score -197894.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -198022.265625 Penalty: 2531.303467
	Iteration 6F: 3 clusters Score -198022.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -198133.765625 Penalty: 2531.303467
	Iteration 7Q: 3 clusters Score -198133.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -198203.843750 Penalty: 2531.303467
	Iteration 8Q: 3 clusters Score -198203.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -198246.718750 Penalty: 2531.303467
	Iteration 9Q: 3 clusters Score -198246.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -198291.812500 Penalty: 2531.303467
	Iteration 10Q: 3 clusters Score -198291.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -198348.218750 Penalty: 2531.303467
	Iteration 11Q: 3 clusters Score -198348.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -198406.328125 Penalty: 2531.303467
	Iteration 12Q: 3 clusters Score -198406.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -198457.781250 Penalty: 2531.303467
	Iteration 13Q: 3 clusters Score -198457.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -198499.328125 Penalty: 2531.303467
	Iteration 14Q: 3 clusters Score -198499.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -198523.500000 Penalty: 2531.303467
	Iteration 15Q: 3 clusters Score -198523.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -198539.671875 Penalty: 2531.303467
	Iteration 16Q: 3 clusters Score -198539.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -198549.859375 Penalty: 2531.303467
	Iteration 17Q: 3 clusters Score -198549.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -198561.421875 Penalty: 2531.303467
	Iteration 18Q: 3 clusters Score -198561.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -198571.187500 Penalty: 2531.303467
	Iteration 19Q: 3 clusters Score -198571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -198576.968750 Penalty: 2531.303467
	Iteration 20F: 3 clusters Score -198577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -198582.421875 Penalty: 2531.303467
	Iteration 21Q: 3 clusters Score -198582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -198584.734375 Penalty: 2531.303467
	Iteration 22Q: 3 clusters Score -198584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -198586.468750 Penalty: 2531.303467
	Iteration 23Q: 3 clusters Score -198586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -198587.281250 Penalty: 2531.303467
	Iteration 24Q: 3 clusters Score -198587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -198588.546875 Penalty: 2531.303467
	Iteration 25Q: 3 clusters Score -198588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -198588.546875 Penalty: 2531.303467
	Iteration 26F: 3 clusters Score -198588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Entering Unmasked Estep 
Score: -6804032.500000 Penalty: 1817.161133
	Iteration 0F: 2 clusters Score -6804032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -6756104.500000 Penalty: 3634.322266
	Iteration 0F: 3 clusters Score -6756104 nChanged 34008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6775629.000000 Penalty: 3634.322266
	Iteration 1F: 3 clusters Score -6775629 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -6776593.000000 Penalty: 3634.322266
	Iteration 2Q: 3 clusters Score -6776593 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -6777722.000000 Penalty: 3634.322266
	Iteration 3Q: 3 clusters Score -6777722 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -6779408.000000 Penalty: 3634.322266
	Iteration 4F: 3 clusters Score -6779408 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6781479.500000 Penalty: 3634.322266
	Iteration 5F: 3 clusters Score -6781480 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -6783908.000000 Penalty: 3634.322266
	Iteration 6F: 3 clusters Score -6783908 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -6786570.000000 Penalty: 3634.322266
	Iteration 7F: 3 clusters Score -6786570 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -6789332.000000 Penalty: 3634.322266
	Iteration 8F: 3 clusters Score -6789332 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -6792203.000000 Penalty: 3634.322266
	Iteration 9F: 3 clusters Score -6792203 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -6794953.500000 Penalty: 3634.322266
	Iteration 10Q: 3 clusters Score -6794954 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6797336.500000 Penalty: 3634.322266
	Iteration 11Q: 3 clusters Score -6797336 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -6799217.000000 Penalty: 3634.322266
	Iteration 12Q: 3 clusters Score -6799217 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -6800438.000000 Penalty: 3634.322266
	Iteration 13Q: 3 clusters Score -6800438 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6801176.500000 Penalty: 3634.322266
	Iteration 14Q: 3 clusters Score -6801176 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6801609.000000 Penalty: 3634.322266
	Iteration 15Q: 3 clusters Score -6801609 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6801935.500000 Penalty: 3634.322266
	Iteration 16Q: 3 clusters Score -6801936 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6802148.500000 Penalty: 3634.322266
	Iteration 17Q: 3 clusters Score -6802148 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6802310.000000 Penalty: 3634.322266
	Iteration 18Q: 3 clusters Score -6802310 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6802419.500000 Penalty: 3634.322266
	Iteration 19Q: 3 clusters Score -6802420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6802463.500000 Penalty: 3634.322266
	Iteration 20F: 3 clusters Score -6802464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6802526.500000 Penalty: 3634.322266
	Iteration 21Q: 3 clusters Score -6802526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6802554.500000 Penalty: 3634.322266
	Iteration 22Q: 3 clusters Score -6802554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6802600.500000 Penalty: 3634.322266
	Iteration 23Q: 3 clusters Score -6802600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6802620.500000 Penalty: 3634.322266
	Iteration 24Q: 3 clusters Score -6802620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6802653.500000 Penalty: 3634.322266
	Iteration 25Q: 3 clusters Score -6802654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6802650.500000 Penalty: 3634.322266
	Iteration 26Q: 3 clusters Score -6802650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6802685.500000 Penalty: 3634.322266
	Iteration 27Q: 3 clusters Score -6802686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6802706.500000 Penalty: 3634.322266
	Iteration 28Q: 3 clusters Score -6802706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6802717.000000 Penalty: 3634.322266
	Iteration 29Q: 3 clusters Score -6802717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6802729.500000 Penalty: 3634.322266
	Iteration 30Q: 3 clusters Score -6802730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6802739.500000 Penalty: 3634.322266
	Iteration 31Q: 3 clusters Score -6802740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6802740.000000 Penalty: 3634.322266
	Iteration 32Q: 3 clusters Score -6802740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6802743.500000 Penalty: 3634.322266
	Iteration 33Q: 3 clusters Score -6802744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6802742.500000 Penalty: 3634.322266
	Iteration 34Q: 3 clusters Score -6802742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6802740.500000 Penalty: 3634.322266
	Iteration 35Q: 3 clusters Score -6802740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6802740.500000 Penalty: 3634.322266
	Iteration 36F: 3 clusters Score -6802740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Entering Unmasked Estep 
Score: -1311042.000000 Penalty: 1549.887939
	Iteration 0F: 2 clusters Score -1311042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1301358.250000 Penalty: 3099.775879
	Iteration 0F: 3 clusters Score -1301358 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1304613.750000 Penalty: 3099.775879
	Iteration 1F: 3 clusters Score -1304614 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1304937.125000 Penalty: 3099.775879
	Iteration 2F: 3 clusters Score -1304937 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1305217.000000 Penalty: 3099.775879
	Iteration 3F: 3 clusters Score -1305217 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1305477.625000 Penalty: 3099.775879
	Iteration 4Q: 3 clusters Score -1305478 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1305778.375000 Penalty: 3099.775879
	Iteration 5Q: 3 clusters Score -1305778 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1306144.625000 Penalty: 3099.775879
	Iteration 6F: 3 clusters Score -1306145 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1306686.875000 Penalty: 3099.775879
	Iteration 7F: 3 clusters Score -1306687 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1307396.625000 Penalty: 3099.775879
	Iteration 8F: 3 clusters Score -1307397 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1308222.250000 Penalty: 3099.775879
	Iteration 9F: 3 clusters Score -1308222 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1308900.500000 Penalty: 3099.775879
	Iteration 10F: 3 clusters Score -1308900 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1309292.875000 Penalty: 3099.775879
	Iteration 11Q: 3 clusters Score -1309293 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1309487.125000 Penalty: 3099.775879
	Iteration 12Q: 3 clusters Score -1309487 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1309584.000000 Penalty: 3099.775879
	Iteration 13Q: 3 clusters Score -1309584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1309655.625000 Penalty: 3099.775879
	Iteration 14Q: 3 clusters Score -1309656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1309698.375000 Penalty: 3099.775879
	Iteration 15Q: 3 clusters Score -1309698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1309721.625000 Penalty: 3099.775879
	Iteration 16Q: 3 clusters Score -1309722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1309733.625000 Penalty: 3099.775879
	Iteration 17Q: 3 clusters Score -1309734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1309751.375000 Penalty: 3099.775879
	Iteration 18Q: 3 clusters Score -1309751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1309766.500000 Penalty: 3099.775879
	Iteration 19Q: 3 clusters Score -1309766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1309777.625000 Penalty: 3099.775879
	Iteration 20F: 3 clusters Score -1309778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1309784.125000 Penalty: 3099.775879
	Iteration 21Q: 3 clusters Score -1309784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1309788.625000 Penalty: 3099.775879
	Iteration 22Q: 3 clusters Score -1309789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1309791.500000 Penalty: 3099.775879
	Iteration 23Q: 3 clusters Score -1309792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1309793.750000 Penalty: 3099.775879
	Iteration 24Q: 3 clusters Score -1309794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1309795.000000 Penalty: 3099.775879
	Iteration 25Q: 3 clusters Score -1309795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1309796.125000 Penalty: 3099.775879
	Iteration 26Q: 3 clusters Score -1309796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1309798.625000 Penalty: 3099.775879
	Iteration 27Q: 3 clusters Score -1309799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1309801.750000 Penalty: 3099.775879
	Iteration 28Q: 3 clusters Score -1309802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1309804.375000 Penalty: 3099.775879
	Iteration 29Q: 3 clusters Score -1309804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1309807.000000 Penalty: 3099.775879
	Iteration 30Q: 3 clusters Score -1309807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1309812.500000 Penalty: 3099.775879
	Iteration 31Q: 3 clusters Score -1309812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1309812.125000 Penalty: 3099.775879
	Iteration 32Q: 3 clusters Score -1309812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1309814.500000 Penalty: 3099.775879
	Iteration 33Q: 3 clusters Score -1309814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1309814.750000 Penalty: 3099.775879
	Iteration 34Q: 3 clusters Score -1309815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1309817.750000 Penalty: 3099.775879
	Iteration 35Q: 3 clusters Score -1309818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1309819.375000 Penalty: 3099.775879
	Iteration 36Q: 3 clusters Score -1309819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1309821.625000 Penalty: 3099.775879
	Iteration 37Q: 3 clusters Score -1309822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1309822.875000 Penalty: 3099.775879
	Iteration 38Q: 3 clusters Score -1309823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1309823.125000 Penalty: 3099.775879
	Iteration 39Q: 3 clusters Score -1309823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1309823.125000 Penalty: 3099.775879
	Iteration 40F: 3 clusters Score -1309823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -119174.109375 Penalty: 1196.635986
	Iteration 0F: 2 clusters Score -119174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -117494.906250 Penalty: 2393.271973
	Iteration 0F: 3 clusters Score -117494.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -118153.437500 Penalty: 2393.271973
	Iteration 1F: 3 clusters Score -118153.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -118475.429688 Penalty: 2393.271973
	Iteration 2F: 3 clusters Score -118475.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -118666.234375 Penalty: 2393.271973
	Iteration 3F: 3 clusters Score -118666.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -118790.421875 Penalty: 2393.271973
	Iteration 4Q: 3 clusters Score -118790.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -118907.203125 Penalty: 2393.271973
	Iteration 5Q: 3 clusters Score -118907.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -119039.687500 Penalty: 2393.271973
	Iteration 6Q: 3 clusters Score -119039.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -119163.734375 Penalty: 2393.271973
	Iteration 7Q: 3 clusters Score -119163.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -119236.710938 Penalty: 2393.271973
	Iteration 8Q: 3 clusters Score -119236.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -119289.851562 Penalty: 2393.271973
	Iteration 9Q: 3 clusters Score -119289.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -119323.687500 Penalty: 2393.271973
	Iteration 10Q: 3 clusters Score -119323.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -119341.492188 Penalty: 2393.271973
	Iteration 11Q: 3 clusters Score -119341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -119350.460938 Penalty: 2393.271973
	Iteration 12Q: 3 clusters Score -119350.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -119355.148438 Penalty: 2393.271973
	Iteration 13Q: 3 clusters Score -119355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -119360.343750 Penalty: 2393.271973
	Iteration 14Q: 3 clusters Score -119360.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -119367.882812 Penalty: 2393.271973
	Iteration 15Q: 3 clusters Score -119367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -119369.375000 Penalty: 2393.271973
	Iteration 16Q: 3 clusters Score -119369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -119373.125000 Penalty: 2393.271973
	Iteration 17F: 3 clusters Score -119373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -119383.585938 Penalty: 2393.271973
	Iteration 18Q: 3 clusters Score -119383.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -119386.382812 Penalty: 2393.271973
	Iteration 19Q: 3 clusters Score -119386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -119387.507812 Penalty: 2393.271973
	Iteration 20F: 3 clusters Score -119387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119391.898438 Penalty: 2393.271973
	Iteration 21Q: 3 clusters Score -119391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -119392.812500 Penalty: 2393.271973
	Iteration 22Q: 3 clusters Score -119392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -119396.398438 Penalty: 2393.271973
	Iteration 23Q: 3 clusters Score -119396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -119398.007812 Penalty: 2393.271973
	Iteration 24Q: 3 clusters Score -119398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -119400.429688 Penalty: 2393.271973
	Iteration 25Q: 3 clusters Score -119400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -119400.835938 Penalty: 2393.271973
	Iteration 26Q: 3 clusters Score -119400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -119400.835938 Penalty: 2393.271973
	Iteration 27F: 3 clusters Score -119400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 49168 members 
Mstep: Class 3 contains 6781 members 
Mstep: Class 4 contains 21984 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173419 members 
Mstep: Class 8 contains 9133 members 
Mstep: Class 9 contains 7922 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 41466 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71864 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123822 members 
Entering Unmasked Estep 
Score: -51591136.000000 Penalty: 45269.484375
Splitting cluster 19 changes total score from -51591844.000000 to -51591136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (22514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Entering Unmasked Estep 
Score: -2143910.000000 Penalty: 1628.557495
	Iteration 0F: 2 clusters Score -2143910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2128707.000000 Penalty: 3257.114990
	Iteration 0F: 3 clusters Score -2128707 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2134190.250000 Penalty: 3257.114990
	Iteration 1F: 3 clusters Score -2134190 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2134490.500000 Penalty: 3257.114990
	Iteration 2Q: 3 clusters Score -2134490 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2134780.500000 Penalty: 3257.114990
	Iteration 3Q: 3 clusters Score -2134780 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2135120.750000 Penalty: 3257.114990
	Iteration 4Q: 3 clusters Score -2135121 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2135529.500000 Penalty: 3257.114990
	Iteration 5Q: 3 clusters Score -2135530 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2136068.250000 Penalty: 3257.114990
	Iteration 6Q: 3 clusters Score -2136068 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2136818.500000 Penalty: 3257.114990
	Iteration 7F: 3 clusters Score -2136818 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2137828.750000 Penalty: 3257.114990
	Iteration 8F: 3 clusters Score -2137829 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2139041.500000 Penalty: 3257.114990
	Iteration 9F: 3 clusters Score -2139042 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2140211.250000 Penalty: 3257.114990
	Iteration 10F: 3 clusters Score -2140211 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2141201.000000 Penalty: 3257.114990
	Iteration 11Q: 3 clusters Score -2141201 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2141906.500000 Penalty: 3257.114990
	Iteration 12Q: 3 clusters Score -2141906 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2142346.000000 Penalty: 3257.114990
	Iteration 13Q: 3 clusters Score -2142346 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2142561.750000 Penalty: 3257.114990
	Iteration 14Q: 3 clusters Score -2142562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2142659.250000 Penalty: 3257.114990
	Iteration 15Q: 3 clusters Score -2142659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2142724.750000 Penalty: 3257.114990
	Iteration 16Q: 3 clusters Score -2142725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2142769.500000 Penalty: 3257.114990
	Iteration 17Q: 3 clusters Score -2142770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2142790.750000 Penalty: 3257.114990
	Iteration 18Q: 3 clusters Score -2142791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2142803.250000 Penalty: 3257.114990
	Iteration 19Q: 3 clusters Score -2142803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2142808.500000 Penalty: 3257.114990
	Iteration 20F: 3 clusters Score -2142808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2142817.000000 Penalty: 3257.114990
	Iteration 21Q: 3 clusters Score -2142817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2142821.750000 Penalty: 3257.114990
	Iteration 22Q: 3 clusters Score -2142822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2142823.750000 Penalty: 3257.114990
	Iteration 23Q: 3 clusters Score -2142824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2142827.750000 Penalty: 3257.114990
	Iteration 24Q: 3 clusters Score -2142828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2142830.000000 Penalty: 3257.114990
	Iteration 25Q: 3 clusters Score -2142830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2142830.500000 Penalty: 3257.114990
	Iteration 26Q: 3 clusters Score -2142830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2142828.000000 Penalty: 3257.114990
	Iteration 27Q: 3 clusters Score -2142828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2142828.000000 Penalty: 3257.114990
	Iteration 28F: 3 clusters Score -2142828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (123822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Entering Unmasked Estep 
Score: -11688505.000000 Penalty: 1905.572632
	Iteration 0F: 2 clusters Score -1.16885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -11605413.000000 Penalty: 3811.145264
	Iteration 0F: 3 clusters Score -1.160541e+07 nChanged 59497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -11639841.000000 Penalty: 3811.145264
	Iteration 1F: 3 clusters Score -1.163984e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -11640740.000000 Penalty: 3811.145264
	Iteration 2Q: 3 clusters Score -1.164074e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -11642110.000000 Penalty: 3811.145264
	Iteration 3Q: 3 clusters Score -1.164211e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -11644399.000000 Penalty: 3811.145264
	Iteration 4Q: 3 clusters Score -1.16444e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -11648202.000000 Penalty: 3811.145264
	Iteration 5F: 3 clusters Score -1.16482e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -11654653.000000 Penalty: 3811.145264
	Iteration 6F: 3 clusters Score -1.165465e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -11663024.000000 Penalty: 3811.145264
	Iteration 7F: 3 clusters Score -1.166302e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 103895 members 
Entering Unmasked Estep 
Score: -11671325.000000 Penalty: 3811.145264
	Iteration 8F: 3 clusters Score -1.167132e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
Score: -11677518.000000 Penalty: 3811.145264
	Iteration 9F: 3 clusters Score -1.167752e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 113290 members 
Entering Unmasked Estep 
Score: -11681089.000000 Penalty: 3811.145264
	Iteration 10Q: 3 clusters Score -1.168109e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -11683086.000000 Penalty: 3811.145264
	Iteration 11Q: 3 clusters Score -1.168309e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -11684133.000000 Penalty: 3811.145264
	Iteration 12Q: 3 clusters Score -1.168413e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 117308 members 
Entering Unmasked Estep 
Score: -11684827.000000 Penalty: 3811.145264
	Iteration 13Q: 3 clusters Score -1.168483e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -11685276.000000 Penalty: 3811.145264
	Iteration 14Q: 3 clusters Score -1.168528e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -11685554.000000 Penalty: 3811.145264
	Iteration 15Q: 3 clusters Score -1.168555e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 118964 members 
Entering Unmasked Estep 
Score: -11685759.000000 Penalty: 3811.145264
	Iteration 16Q: 3 clusters Score -1.168576e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -11685884.000000 Penalty: 3811.145264
	Iteration 17Q: 3 clusters Score -1.168588e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -11686046.000000 Penalty: 3811.145264
	Iteration 18Q: 3 clusters Score -1.168605e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -11686137.000000 Penalty: 3811.145264
	Iteration 19Q: 3 clusters Score -1.168614e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -11686221.000000 Penalty: 3811.145264
	Iteration 20F: 3 clusters Score -1.168622e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 120556 members 
Entering Unmasked Estep 
Score: -11686285.000000 Penalty: 3811.145264
	Iteration 21Q: 3 clusters Score -1.168628e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 120799 members 
Entering Unmasked Estep 
Score: -11686377.000000 Penalty: 3811.145264
	Iteration 22Q: 3 clusters Score -1.168638e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 121017 members 
Entering Unmasked Estep 
Score: -11686475.000000 Penalty: 3811.145264
	Iteration 23Q: 3 clusters Score -1.168648e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -11686566.000000 Penalty: 3811.145264
	Iteration 24Q: 3 clusters Score -1.168657e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
Score: -11686623.000000 Penalty: 3811.145264
	Iteration 25Q: 3 clusters Score -1.168662e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 121603 members 
Entering Unmasked Estep 
Score: -11686683.000000 Penalty: 3811.145264
	Iteration 26Q: 3 clusters Score -1.168668e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 121753 members 
Entering Unmasked Estep 
Score: -11686706.000000 Penalty: 3811.145264
	Iteration 27Q: 3 clusters Score -1.168671e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 121874 members 
Entering Unmasked Estep 
Score: -11686743.000000 Penalty: 3811.145264
	Iteration 28Q: 3 clusters Score -1.168674e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 121975 members 
Entering Unmasked Estep 
Score: -11686760.000000 Penalty: 3811.145264
	Iteration 29Q: 3 clusters Score -1.168676e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 122047 members 
Entering Unmasked Estep 
Score: -11686783.000000 Penalty: 3811.145264
	Iteration 30Q: 3 clusters Score -1.168678e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 122122 members 
Entering Unmasked Estep 
Score: -11686804.000000 Penalty: 3811.145264
	Iteration 31Q: 3 clusters Score -1.16868e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -11686822.000000 Penalty: 3811.145264
	Iteration 32Q: 3 clusters Score -1.168682e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -11686845.000000 Penalty: 3811.145264
	Iteration 33Q: 3 clusters Score -1.168684e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 122319 members 
Entering Unmasked Estep 
Score: -11686864.000000 Penalty: 3811.145264
	Iteration 34Q: 3 clusters Score -1.168686e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 122375 members 
Entering Unmasked Estep 
Score: -11686895.000000 Penalty: 3811.145264
	Iteration 35Q: 3 clusters Score -1.16869e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
Score: -11686927.000000 Penalty: 3811.145264
	Iteration 36Q: 3 clusters Score -1.168693e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -11686943.000000 Penalty: 3811.145264
	Iteration 37Q: 3 clusters Score -1.168694e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 122550 members 
Entering Unmasked Estep 
Score: -11686961.000000 Penalty: 3811.145264
	Iteration 38Q: 3 clusters Score -1.168696e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 122588 members 
Entering Unmasked Estep 
Score: -11686966.000000 Penalty: 3811.145264
	Iteration 39Q: 3 clusters Score -1.168697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -11686976.000000 Penalty: 3811.145264
	Iteration 40F: 3 clusters Score -1.168698e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -11686991.000000 Penalty: 3811.145264
	Iteration 41Q: 3 clusters Score -1.168699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 122646 members 
Entering Unmasked Estep 
Score: -11686996.000000 Penalty: 3811.145264
	Iteration 42Q: 3 clusters Score -1.1687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 122667 members 
Entering Unmasked Estep 
Score: -11687010.000000 Penalty: 3811.145264
	Iteration 43Q: 3 clusters Score -1.168701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -11687011.000000 Penalty: 3811.145264
	Iteration 44Q: 3 clusters Score -1.168701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -11687027.000000 Penalty: 3811.145264
	Iteration 45Q: 3 clusters Score -1.168703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -11687035.000000 Penalty: 3811.145264
	Iteration 46Q: 3 clusters Score -1.168704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 122716 members 
Entering Unmasked Estep 
Score: -11687033.000000 Penalty: 3811.145264
	Iteration 47Q: 3 clusters Score -1.168703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 122725 members 
Entering Unmasked Estep 
Score: -11687031.000000 Penalty: 3811.145264
	Iteration 48Q: 3 clusters Score -1.168703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 122729 members 
Entering Unmasked Estep 
Score: -11687036.000000 Penalty: 3811.145264
	Iteration 49Q: 3 clusters Score -1.168704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 122733 members 
Entering Unmasked Estep 
Score: -11687045.000000 Penalty: 3811.145264
	Iteration 50Q: 3 clusters Score -1.168704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 122735 members 
Entering Unmasked Estep 
Score: -11687041.000000 Penalty: 3811.145264
	Iteration 51Q: 3 clusters Score -1.168704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 122737 members 
Entering Unmasked Estep 
Score: -11687051.000000 Penalty: 3811.145264
	Iteration 52Q: 3 clusters Score -1.168705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 122739 members 
Entering Unmasked Estep 
Score: -11687045.000000 Penalty: 3811.145264
	Iteration 53Q: 3 clusters Score -1.168704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 122741 members 
Entering Unmasked Estep 
Score: -11687047.000000 Penalty: 3811.145264
	Iteration 54Q: 3 clusters Score -1.168705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 122744 members 
Entering Unmasked Estep 
Score: -11687047.000000 Penalty: 3811.145264
	Iteration 55Q: 3 clusters Score -1.168705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 122748 members 
Entering Unmasked Estep 
Score: -11687049.000000 Penalty: 3811.145264
	Iteration 56Q: 3 clusters Score -1.168705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 122752 members 
Entering Unmasked Estep 
Score: -11687044.000000 Penalty: 3811.145264
	Iteration 57Q: 3 clusters Score -1.168704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -11687036.000000 Penalty: 3811.145264
	Iteration 58Q: 3 clusters Score -1.168704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -11687043.000000 Penalty: 3811.145264
	Iteration 59Q: 3 clusters Score -1.168704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -11687048.000000 Penalty: 3811.145264
	Iteration 60F: 3 clusters Score -1.168705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -11687047.000000 Penalty: 3811.145264
	Iteration 61Q: 3 clusters Score -1.168705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -11687047.000000 Penalty: 3811.145264
	Iteration 62F: 3 clusters Score -1.168705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 49168 members 
Mstep: Class 3 contains 6781 members 
Mstep: Class 4 contains 21984 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173419 members 
Mstep: Class 8 contains 9133 members 
Mstep: Class 9 contains 7922 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 41466 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71864 members 
Mstep: Class 18 contains 13874 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591820.000000 Penalty: 43113.796875
Iteration 79Q: 21 clusters Score -5.159182e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 49166 members 
Mstep: Class 3 contains 6778 members 
Mstep: Class 4 contains 21966 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173445 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 7916 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 41463 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 15 contains 5714 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71862 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591856.000000 Penalty: 43113.796875
Iteration 80F: 21 clusters Score -5.159186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 49164 members 
Mstep: Class 3 contains 6778 members 
Mstep: Class 4 contains 21953 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173461 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 7910 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 41461 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71861 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591804.000000 Penalty: 43113.796875
Iteration 81Q: 21 clusters Score -5.15918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 49161 members 
Mstep: Class 3 contains 6778 members 
Mstep: Class 4 contains 21942 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173475 members 
Mstep: Class 8 contains 9133 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 41459 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 15 contains 5725 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71857 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 123828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591856.000000 Penalty: 43113.796875
Iteration 82Q: 21 clusters Score -5.159186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 49159 members 
Mstep: Class 3 contains 6776 members 
Mstep: Class 4 contains 21933 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173490 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 7902 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 41458 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71856 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591824.000000 Penalty: 43113.796875
Iteration 83Q: 21 clusters Score -5.159182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 49163 members 
Mstep: Class 3 contains 6773 members 
Mstep: Class 4 contains 21923 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173497 members 
Mstep: Class 8 contains 9131 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41457 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 5735 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71855 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591832.000000 Penalty: 43113.796875
Iteration 84Q: 21 clusters Score -5.159183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 49164 members 
Mstep: Class 3 contains 6771 members 
Mstep: Class 4 contains 21914 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173511 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41455 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5740 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71854 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591920.000000 Penalty: 43113.796875
Iteration 85Q: 21 clusters Score -5.159192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 49167 members 
Mstep: Class 3 contains 6769 members 
Mstep: Class 4 contains 21904 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173518 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41455 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5744 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 71853 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591872.000000 Penalty: 43113.796875
Iteration 86Q: 21 clusters Score -5.159187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 49166 members 
Mstep: Class 3 contains 6768 members 
Mstep: Class 4 contains 21899 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173525 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41454 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591840.000000 Penalty: 43113.796875
Iteration 87Q: 21 clusters Score -5.159184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 49163 members 
Mstep: Class 3 contains 6767 members 
Mstep: Class 4 contains 21899 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173528 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7898 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41453 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5753 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591848.000000 Penalty: 43113.796875
Iteration 88Q: 21 clusters Score -5.159185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 49159 members 
Mstep: Class 3 contains 6766 members 
Mstep: Class 4 contains 21900 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173529 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41452 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5758 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591804.000000 Penalty: 43113.796875
Iteration 89Q: 21 clusters Score -5.15918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 49156 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 21901 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 173528 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7893 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41450 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5763 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591880.000000 Penalty: 43113.796875
Iteration 90Q: 21 clusters Score -5.159188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 49156 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 21900 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173530 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41449 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591852.000000 Penalty: 43113.796875
Iteration 91Q: 21 clusters Score -5.159185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 49156 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 21896 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173532 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41448 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591872.000000 Penalty: 43113.796875
Iteration 92Q: 21 clusters Score -5.159187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49155 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 21890 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173539 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41448 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591852.000000 Penalty: 43113.796875
Iteration 93Q: 21 clusters Score -5.159185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49153 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 21883 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173548 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41448 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591832.000000 Penalty: 43113.796875
Iteration 94Q: 21 clusters Score -5.159183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49151 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 21877 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173557 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591852.000000 Penalty: 43113.796875
Iteration 95Q: 21 clusters Score -5.159185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49150 members 
Mstep: Class 3 contains 6764 members 
Mstep: Class 4 contains 21873 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173562 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591912.000000 Penalty: 43113.796875
Iteration 96Q: 21 clusters Score -5.159191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49150 members 
Mstep: Class 3 contains 6763 members 
Mstep: Class 4 contains 21871 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173565 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591900.000000 Penalty: 43113.796875
Iteration 97Q: 21 clusters Score -5.15919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49150 members 
Mstep: Class 3 contains 6763 members 
Mstep: Class 4 contains 21867 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173569 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591896.000000 Penalty: 43113.796875
Iteration 98Q: 21 clusters Score -5.15919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49150 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 21864 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173573 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591940.000000 Penalty: 43113.796875
Iteration 99Q: 21 clusters Score -5.159194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49151 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 21860 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173576 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591916.000000 Penalty: 43113.796875
Iteration 100F: 21 clusters Score -5.159192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49149 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 21854 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173583 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591920.000000 Penalty: 43113.796875
Iteration 101Q: 21 clusters Score -5.159192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49146 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 21847 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173593 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591932.000000 Penalty: 43113.796875
Iteration 102Q: 21 clusters Score -5.159193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 21843 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173601 members 
Mstep: Class 8 contains 9128 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591884.000000 Penalty: 43113.796875
Iteration 103Q: 21 clusters Score -5.159188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21842 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 173602 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591892.000000 Penalty: 43113.796875
Iteration 104Q: 21 clusters Score -5.159189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21842 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173604 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591896.000000 Penalty: 43113.796875
Iteration 105Q: 21 clusters Score -5.15919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49140 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21842 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 173605 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71852 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591892.000000 Penalty: 43113.796875
Iteration 106Q: 21 clusters Score -5.159189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21841 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173605 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71851 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591876.000000 Penalty: 43113.796875
Iteration 107Q: 21 clusters Score -5.159188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21841 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173605 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71851 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591876.000000 Penalty: 43113.796875
Iteration 108F: 21 clusters Score -5.159188e+07 nChanged 0
Entering ConstructFrom: 
Score: -51591876.000000 Penalty: 43113.796875
Entering ConstructFrom: 
Trying to split cluster 1 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -712320.250000 Penalty: 1475.000000
	Iteration 0F: 2 clusters Score -712320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -705954.125000 Penalty: 2950.000000
	Iteration 0F: 3 clusters Score -705954.1 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -708035.625000 Penalty: 2950.000000
	Iteration 1F: 3 clusters Score -708035.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -708306.687500 Penalty: 2950.000000
	Iteration 2F: 3 clusters Score -708306.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -708535.875000 Penalty: 2950.000000
	Iteration 3F: 3 clusters Score -708535.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -708740.000000 Penalty: 2950.000000
	Iteration 4Q: 3 clusters Score -708740 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -708904.062500 Penalty: 2950.000000
	Iteration 5Q: 3 clusters Score -708904.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -709066.687500 Penalty: 2950.000000
	Iteration 6Q: 3 clusters Score -709066.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -709230.437500 Penalty: 2950.000000
	Iteration 7Q: 3 clusters Score -709230.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -709415.062500 Penalty: 2950.000000
	Iteration 8Q: 3 clusters Score -709415.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -709630.625000 Penalty: 2950.000000
	Iteration 9Q: 3 clusters Score -709630.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -709843.125000 Penalty: 2950.000000
	Iteration 10Q: 3 clusters Score -709843.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -710031.000000 Penalty: 2950.000000
	Iteration 11Q: 3 clusters Score -710031 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -710227.750000 Penalty: 2950.000000
	Iteration 12Q: 3 clusters Score -710227.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -710422.125000 Penalty: 2950.000000
	Iteration 13Q: 3 clusters Score -710422.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -710570.000000 Penalty: 2950.000000
	Iteration 14Q: 3 clusters Score -710570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -710683.375000 Penalty: 2950.000000
	Iteration 15Q: 3 clusters Score -710683.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -710761.250000 Penalty: 2950.000000
	Iteration 16Q: 3 clusters Score -710761.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -710823.687500 Penalty: 2950.000000
	Iteration 17Q: 3 clusters Score -710823.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -710883.937500 Penalty: 2950.000000
	Iteration 18Q: 3 clusters Score -710883.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -710933.250000 Penalty: 2950.000000
	Iteration 19Q: 3 clusters Score -710933.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -710959.875000 Penalty: 2950.000000
	Iteration 20F: 3 clusters Score -710959.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -710987.250000 Penalty: 2950.000000
	Iteration 21Q: 3 clusters Score -710987.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -711014.937500 Penalty: 2950.000000
	Iteration 22Q: 3 clusters Score -711014.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -711026.375000 Penalty: 2950.000000
	Iteration 23Q: 3 clusters Score -711026.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -711033.875000 Penalty: 2950.000000
	Iteration 24Q: 3 clusters Score -711033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -711041.687500 Penalty: 2950.000000
	Iteration 25Q: 3 clusters Score -711041.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -711050.187500 Penalty: 2950.000000
	Iteration 26Q: 3 clusters Score -711050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -711055.312500 Penalty: 2950.000000
	Iteration 27Q: 3 clusters Score -711055.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -711066.437500 Penalty: 2950.000000
	Iteration 28Q: 3 clusters Score -711066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -711076.312500 Penalty: 2950.000000
	Iteration 29Q: 3 clusters Score -711076.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -711083.562500 Penalty: 2950.000000
	Iteration 30Q: 3 clusters Score -711083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -711089.375000 Penalty: 2950.000000
	Iteration 31Q: 3 clusters Score -711089.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -711093.812500 Penalty: 2950.000000
	Iteration 32Q: 3 clusters Score -711093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -711097.437500 Penalty: 2950.000000
	Iteration 33Q: 3 clusters Score -711097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -711100.750000 Penalty: 2950.000000
	Iteration 34Q: 3 clusters Score -711100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -711102.875000 Penalty: 2950.000000
	Iteration 35Q: 3 clusters Score -711102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -711106.062500 Penalty: 2950.000000
	Iteration 36Q: 3 clusters Score -711106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -711108.312500 Penalty: 2950.000000
	Iteration 37Q: 3 clusters Score -711108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -711108.000000 Penalty: 2950.000000
	Iteration 38Q: 3 clusters Score -711108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -711109.312500 Penalty: 2950.000000
	Iteration 39Q: 3 clusters Score -711109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -711108.937500 Penalty: 2950.000000
	Iteration 40F: 3 clusters Score -711108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Entering Unmasked Estep 
Score: -4566410.500000 Penalty: 1755.397949
	Iteration 0F: 2 clusters Score -4566410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4533395.000000 Penalty: 3510.795898
	Iteration 0F: 3 clusters Score -4533395 nChanged 23061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4546390.000000 Penalty: 3510.795898
	Iteration 1F: 3 clusters Score -4546390 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4546879.500000 Penalty: 3510.795898
	Iteration 2Q: 3 clusters Score -4546880 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4547381.000000 Penalty: 3510.795898
	Iteration 3Q: 3 clusters Score -4547381 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -4547923.000000 Penalty: 3510.795898
	Iteration 4Q: 3 clusters Score -4547923 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4548545.500000 Penalty: 3510.795898
	Iteration 5Q: 3 clusters Score -4548546 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4549292.000000 Penalty: 3510.795898
	Iteration 6Q: 3 clusters Score -4549292 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4550261.000000 Penalty: 3510.795898
	Iteration 7Q: 3 clusters Score -4550261 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4551511.000000 Penalty: 3510.795898
	Iteration 8Q: 3 clusters Score -4551511 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4553025.000000 Penalty: 3510.795898
	Iteration 9F: 3 clusters Score -4553025 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4554913.500000 Penalty: 3510.795898
	Iteration 10F: 3 clusters Score -4554914 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -4556984.000000 Penalty: 3510.795898
	Iteration 11F: 3 clusters Score -4556984 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -4558866.000000 Penalty: 3510.795898
	Iteration 12Q: 3 clusters Score -4558866 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -4560152.000000 Penalty: 3510.795898
	Iteration 13Q: 3 clusters Score -4560152 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -4561075.000000 Penalty: 3510.795898
	Iteration 14Q: 3 clusters Score -4561075 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4561789.500000 Penalty: 3510.795898
	Iteration 15Q: 3 clusters Score -4561790 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4562323.000000 Penalty: 3510.795898
	Iteration 16Q: 3 clusters Score -4562323 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4562829.000000 Penalty: 3510.795898
	Iteration 17Q: 3 clusters Score -4562829 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4563281.500000 Penalty: 3510.795898
	Iteration 18Q: 3 clusters Score -4563282 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4563659.500000 Penalty: 3510.795898
	Iteration 19Q: 3 clusters Score -4563660 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4563994.500000 Penalty: 3510.795898
	Iteration 20F: 3 clusters Score -4563994 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4564262.000000 Penalty: 3510.795898
	Iteration 21Q: 3 clusters Score -4564262 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4564468.500000 Penalty: 3510.795898
	Iteration 22Q: 3 clusters Score -4564468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4564644.000000 Penalty: 3510.795898
	Iteration 23Q: 3 clusters Score -4564644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4564756.500000 Penalty: 3510.795898
	Iteration 24Q: 3 clusters Score -4564756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4564858.000000 Penalty: 3510.795898
	Iteration 25Q: 3 clusters Score -4564858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4564940.000000 Penalty: 3510.795898
	Iteration 26Q: 3 clusters Score -4564940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4565026.000000 Penalty: 3510.795898
	Iteration 27Q: 3 clusters Score -4565026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4565107.500000 Penalty: 3510.795898
	Iteration 28Q: 3 clusters Score -4565108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4565198.000000 Penalty: 3510.795898
	Iteration 29Q: 3 clusters Score -4565198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4565237.000000 Penalty: 3510.795898
	Iteration 30Q: 3 clusters Score -4565237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4565258.000000 Penalty: 3510.795898
	Iteration 31Q: 3 clusters Score -4565258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4565275.500000 Penalty: 3510.795898
	Iteration 32Q: 3 clusters Score -4565276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4565283.500000 Penalty: 3510.795898
	Iteration 33Q: 3 clusters Score -4565284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4565284.500000 Penalty: 3510.795898
	Iteration 34Q: 3 clusters Score -4565284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4565294.000000 Penalty: 3510.795898
	Iteration 35Q: 3 clusters Score -4565294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4565297.500000 Penalty: 3510.795898
	Iteration 36Q: 3 clusters Score -4565298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4565294.000000 Penalty: 3510.795898
	Iteration 37Q: 3 clusters Score -4565294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4565307.000000 Penalty: 3510.795898
	Iteration 38Q: 3 clusters Score -4565307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4565308.500000 Penalty: 3510.795898
	Iteration 39Q: 3 clusters Score -4565308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4565314.500000 Penalty: 3510.795898
	Iteration 40F: 3 clusters Score -4565314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4565318.000000 Penalty: 3510.795898
	Iteration 41Q: 3 clusters Score -4565318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4565314.000000 Penalty: 3510.795898
	Iteration 42Q: 3 clusters Score -4565314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4565318.000000 Penalty: 3510.795898
	Iteration 43Q: 3 clusters Score -4565318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4565318.000000 Penalty: 3510.795898
	Iteration 44Q: 3 clusters Score -4565318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4565319.000000 Penalty: 3510.795898
	Iteration 45Q: 3 clusters Score -4565319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4565319.500000 Penalty: 3510.795898
	Iteration 46Q: 3 clusters Score -4565320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4565320.000000 Penalty: 3510.795898
	Iteration 47Q: 3 clusters Score -4565320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4565324.000000 Penalty: 3510.795898
	Iteration 48Q: 3 clusters Score -4565324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4565325.500000 Penalty: 3510.795898
	Iteration 49Q: 3 clusters Score -4565326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4565330.000000 Penalty: 3510.795898
	Iteration 50Q: 3 clusters Score -4565330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4565332.000000 Penalty: 3510.795898
	Iteration 51Q: 3 clusters Score -4565332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4565333.000000 Penalty: 3510.795898
	Iteration 52Q: 3 clusters Score -4565333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4565337.500000 Penalty: 3510.795898
	Iteration 53Q: 3 clusters Score -4565338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4565333.000000 Penalty: 3510.795898
	Iteration 54Q: 3 clusters Score -4565333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4565333.000000 Penalty: 3510.795898
	Iteration 55F: 3 clusters Score -4565333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -593424.187500 Penalty: 1433.075439
	Iteration 0F: 2 clusters Score -593424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -588455.750000 Penalty: 2866.150879
	Iteration 0F: 3 clusters Score -588455.8 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -590267.250000 Penalty: 2866.150879
	Iteration 1F: 3 clusters Score -590267.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -590938.000000 Penalty: 2866.150879
	Iteration 2F: 3 clusters Score -590938 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -591681.437500 Penalty: 2866.150879
	Iteration 3F: 3 clusters Score -591681.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -592353.625000 Penalty: 2866.150879
	Iteration 4F: 3 clusters Score -592353.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -592741.375000 Penalty: 2866.150879
	Iteration 5F: 3 clusters Score -592741.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -592959.375000 Penalty: 2866.150879
	Iteration 6Q: 3 clusters Score -592959.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -593085.375000 Penalty: 2866.150879
	Iteration 7Q: 3 clusters Score -593085.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -593164.500000 Penalty: 2866.150879
	Iteration 8Q: 3 clusters Score -593164.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -593220.375000 Penalty: 2866.150879
	Iteration 9Q: 3 clusters Score -593220.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -593258.125000 Penalty: 2866.150879
	Iteration 10Q: 3 clusters Score -593258.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -593288.437500 Penalty: 2866.150879
	Iteration 11Q: 3 clusters Score -593288.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -593313.875000 Penalty: 2866.150879
	Iteration 12Q: 3 clusters Score -593313.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -593328.687500 Penalty: 2866.150879
	Iteration 13Q: 3 clusters Score -593328.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -593342.312500 Penalty: 2866.150879
	Iteration 14Q: 3 clusters Score -593342.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -593351.250000 Penalty: 2866.150879
	Iteration 15Q: 3 clusters Score -593351.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -593357.625000 Penalty: 2866.150879
	Iteration 16Q: 3 clusters Score -593357.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -593362.125000 Penalty: 2866.150879
	Iteration 17Q: 3 clusters Score -593362.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -593366.625000 Penalty: 2866.150879
	Iteration 18Q: 3 clusters Score -593366.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -593370.375000 Penalty: 2866.150879
	Iteration 19Q: 3 clusters Score -593370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -593377.625000 Penalty: 2866.150879
	Iteration 20F: 3 clusters Score -593377.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -593381.000000 Penalty: 2866.150879
	Iteration 21Q: 3 clusters Score -593381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -593384.250000 Penalty: 2866.150879
	Iteration 22Q: 3 clusters Score -593384.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -593387.125000 Penalty: 2866.150879
	Iteration 23Q: 3 clusters Score -593387.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -593390.500000 Penalty: 2866.150879
	Iteration 24Q: 3 clusters Score -593390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -593395.937500 Penalty: 2866.150879
	Iteration 25Q: 3 clusters Score -593395.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -593401.187500 Penalty: 2866.150879
	Iteration 26Q: 3 clusters Score -593401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -593400.875000 Penalty: 2866.150879
	Iteration 27Q: 3 clusters Score -593400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -593402.937500 Penalty: 2866.150879
	Iteration 28Q: 3 clusters Score -593402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -593405.812500 Penalty: 2866.150879
	Iteration 29Q: 3 clusters Score -593405.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -593408.500000 Penalty: 2866.150879
	Iteration 30Q: 3 clusters Score -593408.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -593413.750000 Penalty: 2866.150879
	Iteration 31Q: 3 clusters Score -593413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -593414.375000 Penalty: 2866.150879
	Iteration 32Q: 3 clusters Score -593414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -593415.437500 Penalty: 2866.150879
	Iteration 33Q: 3 clusters Score -593415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -593417.812500 Penalty: 2866.150879
	Iteration 34Q: 3 clusters Score -593417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -593417.687500 Penalty: 2866.150879
	Iteration 35Q: 3 clusters Score -593417.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -593417.687500 Penalty: 2866.150879
	Iteration 36F: 3 clusters Score -593417.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Entering Unmasked Estep 
Score: -1949147.625000 Penalty: 1623.625854
	Iteration 0F: 2 clusters Score -1949148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1934173.875000 Penalty: 3247.251709
	Iteration 0F: 3 clusters Score -1934174 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1939621.250000 Penalty: 3247.251709
	Iteration 1F: 3 clusters Score -1939621 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1940065.500000 Penalty: 3247.251709
	Iteration 2F: 3 clusters Score -1940066 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1940563.875000 Penalty: 3247.251709
	Iteration 3F: 3 clusters Score -1940564 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1941177.500000 Penalty: 3247.251709
	Iteration 4F: 3 clusters Score -1941178 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1941992.125000 Penalty: 3247.251709
	Iteration 5F: 3 clusters Score -1941992 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1942985.625000 Penalty: 3247.251709
	Iteration 6F: 3 clusters Score -1942986 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1944108.000000 Penalty: 3247.251709
	Iteration 7F: 3 clusters Score -1944108 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1945387.750000 Penalty: 3247.251709
	Iteration 8F: 3 clusters Score -1945388 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1946320.000000 Penalty: 3247.251709
	Iteration 9F: 3 clusters Score -1946320 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1946903.750000 Penalty: 3247.251709
	Iteration 10Q: 3 clusters Score -1946904 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1947194.750000 Penalty: 3247.251709
	Iteration 11Q: 3 clusters Score -1947195 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1947354.875000 Penalty: 3247.251709
	Iteration 12Q: 3 clusters Score -1947355 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1947472.000000 Penalty: 3247.251709
	Iteration 13Q: 3 clusters Score -1947472 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1947567.625000 Penalty: 3247.251709
	Iteration 14Q: 3 clusters Score -1947568 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1947641.750000 Penalty: 3247.251709
	Iteration 15Q: 3 clusters Score -1947642 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1947698.250000 Penalty: 3247.251709
	Iteration 16Q: 3 clusters Score -1947698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1947744.500000 Penalty: 3247.251709
	Iteration 17Q: 3 clusters Score -1947744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1947784.000000 Penalty: 3247.251709
	Iteration 18Q: 3 clusters Score -1947784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1947810.125000 Penalty: 3247.251709
	Iteration 19Q: 3 clusters Score -1947810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1947838.250000 Penalty: 3247.251709
	Iteration 20F: 3 clusters Score -1947838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1947871.250000 Penalty: 3247.251709
	Iteration 21Q: 3 clusters Score -1947871 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1947898.375000 Penalty: 3247.251709
	Iteration 22Q: 3 clusters Score -1947898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1947900.375000 Penalty: 3247.251709
	Iteration 23Q: 3 clusters Score -1947900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1947910.000000 Penalty: 3247.251709
	Iteration 24Q: 3 clusters Score -1947910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1947921.625000 Penalty: 3247.251709
	Iteration 25Q: 3 clusters Score -1947922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1947934.750000 Penalty: 3247.251709
	Iteration 26Q: 3 clusters Score -1947935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1947944.000000 Penalty: 3247.251709
	Iteration 27Q: 3 clusters Score -1947944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1947950.625000 Penalty: 3247.251709
	Iteration 28Q: 3 clusters Score -1947951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1947953.625000 Penalty: 3247.251709
	Iteration 29Q: 3 clusters Score -1947954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1947964.375000 Penalty: 3247.251709
	Iteration 30Q: 3 clusters Score -1947964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1947969.125000 Penalty: 3247.251709
	Iteration 31Q: 3 clusters Score -1947969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1947974.500000 Penalty: 3247.251709
	Iteration 32Q: 3 clusters Score -1947974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1947980.375000 Penalty: 3247.251709
	Iteration 33Q: 3 clusters Score -1947980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1947976.000000 Penalty: 3247.251709
	Iteration 34Q: 3 clusters Score -1947976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1947981.250000 Penalty: 3247.251709
	Iteration 35Q: 3 clusters Score -1947981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1947986.375000 Penalty: 3247.251709
	Iteration 36Q: 3 clusters Score -1947986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1947991.375000 Penalty: 3247.251709
	Iteration 37Q: 3 clusters Score -1947991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1947989.875000 Penalty: 3247.251709
	Iteration 38Q: 3 clusters Score -1947990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1947987.000000 Penalty: 3247.251709
	Iteration 39Q: 3 clusters Score -1947987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1947985.000000 Penalty: 3247.251709
	Iteration 40F: 3 clusters Score -1947985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -1947988.250000 Penalty: 3247.251709
	Iteration 41Q: 3 clusters Score -1947988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1947987.750000 Penalty: 3247.251709
	Iteration 42Q: 3 clusters Score -1947988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1947986.875000 Penalty: 3247.251709
	Iteration 43Q: 3 clusters Score -1947987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -1947986.375000 Penalty: 3247.251709
	Iteration 44Q: 3 clusters Score -1947986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -1947986.375000 Penalty: 3247.251709
	Iteration 45F: 3 clusters Score -1947986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -135966.796875 Penalty: 1192.252197
	Iteration 0F: 2 clusters Score -135966.8 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 779 members 
Entering Unmasked Estep 
Score: -134169.765625 Penalty: 2384.504395
	Iteration 0F: 3 clusters Score -134169.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134552.859375 Penalty: 2384.504395
	Iteration 1F: 3 clusters Score -134552.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134656.125000 Penalty: 2384.504395
	Iteration 2F: 3 clusters Score -134656.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134730.781250 Penalty: 2384.504395
	Iteration 3F: 3 clusters Score -134730.8 nChanged 53
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: -134776.312500 Penalty: 2384.504395
	Iteration 4Q: 3 clusters Score -134776.3 nChanged 34
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: -134803.640625 Penalty: 2384.504395
	Iteration 5Q: 3 clusters Score -134803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -134824.984375 Penalty: 2384.504395
	Iteration 6Q: 3 clusters Score -134825 nChanged 31
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: -134845.468750 Penalty: 2384.504395
	Iteration 7Q: 3 clusters Score -134845.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134871.281250 Penalty: 2384.504395
	Iteration 8Q: 3 clusters Score -134871.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -134891.859375 Penalty: 2384.504395
	Iteration 9Q: 3 clusters Score -134891.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -134908.921875 Penalty: 2384.504395
	Iteration 10Q: 3 clusters Score -134908.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134916.609375 Penalty: 2384.504395
	Iteration 11Q: 3 clusters Score -134916.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134927.328125 Penalty: 2384.504395
	Iteration 12Q: 3 clusters Score -134927.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134938.343750 Penalty: 2384.504395
	Iteration 13Q: 3 clusters Score -134938.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -134950.531250 Penalty: 2384.504395
	Iteration 14Q: 3 clusters Score -134950.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134963.093750 Penalty: 2384.504395
	Iteration 15Q: 3 clusters Score -134963.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134978.281250 Penalty: 2384.504395
	Iteration 16Q: 3 clusters Score -134978.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134994.812500 Penalty: 2384.504395
	Iteration 17Q: 3 clusters Score -134994.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135003.640625 Penalty: 2384.504395
	Iteration 18Q: 3 clusters Score -135003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135007.968750 Penalty: 2384.504395
	Iteration 19Q: 3 clusters Score -135008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -135022.093750 Penalty: 2384.504395
	Iteration 20F: 3 clusters Score -135022.1 nChanged 17
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: -135035.828125 Penalty: 2384.504395
	Iteration 21Q: 3 clusters Score -135035.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135052.031250 Penalty: 2384.504395
	Iteration 22Q: 3 clusters Score -135052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135064.906250 Penalty: 2384.504395
	Iteration 23Q: 3 clusters Score -135064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135073.906250 Penalty: 2384.504395
	Iteration 24Q: 3 clusters Score -135073.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135082.218750 Penalty: 2384.504395
	Iteration 25Q: 3 clusters Score -135082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135085.484375 Penalty: 2384.504395
	Iteration 26Q: 3 clusters Score -135085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135087.375000 Penalty: 2384.504395
	Iteration 27Q: 3 clusters Score -135087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135088.031250 Penalty: 2384.504395
	Iteration 28Q: 3 clusters Score -135088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135088.890625 Penalty: 2384.504395
	Iteration 29Q: 3 clusters Score -135088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135089.750000 Penalty: 2384.504395
	Iteration 30Q: 3 clusters Score -135089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -135091.796875 Penalty: 2384.504395
	Iteration 31Q: 3 clusters Score -135091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135093.546875 Penalty: 2384.504395
	Iteration 32Q: 3 clusters Score -135093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135093.828125 Penalty: 2384.504395
	Iteration 33Q: 3 clusters Score -135093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -135095.031250 Penalty: 2384.504395
	Iteration 34Q: 3 clusters Score -135095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -135095.296875 Penalty: 2384.504395
	Iteration 35Q: 3 clusters Score -135095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -135095.296875 Penalty: 2384.504395
	Iteration 36F: 3 clusters Score -135095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -688176.562500 Penalty: 1457.674438
	Iteration 0F: 2 clusters Score -688176.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -682316.750000 Penalty: 2915.348877
	Iteration 0F: 3 clusters Score -682316.8 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -684285.312500 Penalty: 2915.348877
	Iteration 1F: 3 clusters Score -684285.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -684618.312500 Penalty: 2915.348877
	Iteration 2F: 3 clusters Score -684618.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -685026.500000 Penalty: 2915.348877
	Iteration 3F: 3 clusters Score -685026.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -685594.625000 Penalty: 2915.348877
	Iteration 4F: 3 clusters Score -685594.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -686310.750000 Penalty: 2915.348877
	Iteration 5F: 3 clusters Score -686310.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -686924.937500 Penalty: 2915.348877
	Iteration 6F: 3 clusters Score -686924.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -687312.000000 Penalty: 2915.348877
	Iteration 7F: 3 clusters Score -687312 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -687523.875000 Penalty: 2915.348877
	Iteration 8Q: 3 clusters Score -687523.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -687637.250000 Penalty: 2915.348877
	Iteration 9Q: 3 clusters Score -687637.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -687723.437500 Penalty: 2915.348877
	Iteration 10Q: 3 clusters Score -687723.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -687839.500000 Penalty: 2915.348877
	Iteration 11Q: 3 clusters Score -687839.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -687996.687500 Penalty: 2915.348877
	Iteration 12Q: 3 clusters Score -687996.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -688148.937500 Penalty: 2915.348877
	Iteration 13Q: 3 clusters Score -688148.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -688280.937500 Penalty: 2915.348877
	Iteration 14Q: 3 clusters Score -688280.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -688364.125000 Penalty: 2915.348877
	Iteration 15Q: 3 clusters Score -688364.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -688409.062500 Penalty: 2915.348877
	Iteration 16Q: 3 clusters Score -688409.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -688437.562500 Penalty: 2915.348877
	Iteration 17Q: 3 clusters Score -688437.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -688452.500000 Penalty: 2915.348877
	Iteration 18Q: 3 clusters Score -688452.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -688461.000000 Penalty: 2915.348877
	Iteration 19Q: 3 clusters Score -688461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -688467.500000 Penalty: 2915.348877
	Iteration 20F: 3 clusters Score -688467.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -688470.250000 Penalty: 2915.348877
	Iteration 21Q: 3 clusters Score -688470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -688473.687500 Penalty: 2915.348877
	Iteration 22Q: 3 clusters Score -688473.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -688474.375000 Penalty: 2915.348877
	Iteration 23Q: 3 clusters Score -688474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -688474.562500 Penalty: 2915.348877
	Iteration 24Q: 3 clusters Score -688474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -688475.312500 Penalty: 2915.348877
	Iteration 25Q: 3 clusters Score -688475.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -688475.937500 Penalty: 2915.348877
	Iteration 26Q: 3 clusters Score -688475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -688477.125000 Penalty: 2915.348877
	Iteration 27Q: 3 clusters Score -688477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -688479.000000 Penalty: 2915.348877
	Iteration 28Q: 3 clusters Score -688479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -688480.250000 Penalty: 2915.348877
	Iteration 29Q: 3 clusters Score -688480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -688482.500000 Penalty: 2915.348877
	Iteration 30Q: 3 clusters Score -688482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -688483.500000 Penalty: 2915.348877
	Iteration 31Q: 3 clusters Score -688483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -688483.500000 Penalty: 2915.348877
	Iteration 32F: 3 clusters Score -688483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21841 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 6277 members 
Mstep: Class 7 contains 173605 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71851 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
Score: -51591444.000000 Penalty: 45269.484375
Splitting cluster 6 changes total score from -51591876.000000 to -51591444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (173605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173605 members 
Entering Unmasked Estep 
Score: -15502899.000000 Penalty: 1960.487427
	Iteration 0F: 2 clusters Score -1.55029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -15386197.000000 Penalty: 3920.974854
	Iteration 0F: 3 clusters Score -1.53862e+07 nChanged 83795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -15436655.000000 Penalty: 3920.974854
	Iteration 1F: 3 clusters Score -1.543666e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -15438977.000000 Penalty: 3920.974854
	Iteration 2Q: 3 clusters Score -1.543898e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -15442856.000000 Penalty: 3920.974854
	Iteration 3F: 3 clusters Score -1.544286e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -15449491.000000 Penalty: 3920.974854
	Iteration 4F: 3 clusters Score -1.544949e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124283 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -15458850.000000 Penalty: 3920.974854
	Iteration 5F: 3 clusters Score -1.545885e+07 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136722 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -15470031.000000 Penalty: 3920.974854
	Iteration 6F: 3 clusters Score -1.547003e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147837 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -15480778.000000 Penalty: 3920.974854
	Iteration 7F: 3 clusters Score -1.548078e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -15488834.000000 Penalty: 3920.974854
	Iteration 8Q: 3 clusters Score -1.548883e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160566 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -15493754.000000 Penalty: 3920.974854
	Iteration 9Q: 3 clusters Score -1.549375e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -15496527.000000 Penalty: 3920.974854
	Iteration 10Q: 3 clusters Score -1.549653e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164701 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -15497881.000000 Penalty: 3920.974854
	Iteration 11Q: 3 clusters Score -1.549788e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -15498610.000000 Penalty: 3920.974854
	Iteration 12Q: 3 clusters Score -1.549861e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166621 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -15499121.000000 Penalty: 3920.974854
	Iteration 13Q: 3 clusters Score -1.549912e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167359 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -15499462.000000 Penalty: 3920.974854
	Iteration 14Q: 3 clusters Score -1.549946e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167962 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -15499700.000000 Penalty: 3920.974854
	Iteration 15Q: 3 clusters Score -1.54997e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -15499935.000000 Penalty: 3920.974854
	Iteration 16Q: 3 clusters Score -1.549994e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -15500112.000000 Penalty: 3920.974854
	Iteration 17Q: 3 clusters Score -1.550011e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -15500280.000000 Penalty: 3920.974854
	Iteration 18Q: 3 clusters Score -1.550028e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -15500448.000000 Penalty: 3920.974854
	Iteration 19Q: 3 clusters Score -1.550045e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170165 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -15500623.000000 Penalty: 3920.974854
	Iteration 20F: 3 clusters Score -1.550062e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170483 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -15500710.000000 Penalty: 3920.974854
	Iteration 21Q: 3 clusters Score -1.550071e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -15500736.000000 Penalty: 3920.974854
	Iteration 22Q: 3 clusters Score -1.550074e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170967 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -15500865.000000 Penalty: 3920.974854
	Iteration 23Q: 3 clusters Score -1.550086e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -15500915.000000 Penalty: 3920.974854
	Iteration 24Q: 3 clusters Score -1.550092e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -15500997.000000 Penalty: 3920.974854
	Iteration 25Q: 3 clusters Score -1.5501e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171452 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -15501034.000000 Penalty: 3920.974854
	Iteration 26Q: 3 clusters Score -1.550103e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171551 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -15501050.000000 Penalty: 3920.974854
	Iteration 27Q: 3 clusters Score -1.550105e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -15501095.000000 Penalty: 3920.974854
	Iteration 28Q: 3 clusters Score -1.55011e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -15501121.000000 Penalty: 3920.974854
	Iteration 29Q: 3 clusters Score -1.550112e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171773 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -15501159.000000 Penalty: 3920.974854
	Iteration 30Q: 3 clusters Score -1.550116e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171846 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -15501175.000000 Penalty: 3920.974854
	Iteration 31Q: 3 clusters Score -1.550118e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171901 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15501204.000000 Penalty: 3920.974854
	Iteration 32Q: 3 clusters Score -1.55012e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15501230.000000 Penalty: 3920.974854
	Iteration 33Q: 3 clusters Score -1.550123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15501228.000000 Penalty: 3920.974854
	Iteration 34Q: 3 clusters Score -1.550123e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172023 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15501247.000000 Penalty: 3920.974854
	Iteration 35Q: 3 clusters Score -1.550125e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172061 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -15501261.000000 Penalty: 3920.974854
	Iteration 36Q: 3 clusters Score -1.550126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172091 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -15501266.000000 Penalty: 3920.974854
	Iteration 37Q: 3 clusters Score -1.550127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172110 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -15501273.000000 Penalty: 3920.974854
	Iteration 38Q: 3 clusters Score -1.550127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15501280.000000 Penalty: 3920.974854
	Iteration 39Q: 3 clusters Score -1.550128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15501283.000000 Penalty: 3920.974854
	Iteration 40F: 3 clusters Score -1.550128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172170 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15501289.000000 Penalty: 3920.974854
	Iteration 41Q: 3 clusters Score -1.550129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15501310.000000 Penalty: 3920.974854
	Iteration 42Q: 3 clusters Score -1.550131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172196 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -15501314.000000 Penalty: 3920.974854
	Iteration 43Q: 3 clusters Score -1.550131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172202 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15501324.000000 Penalty: 3920.974854
	Iteration 44Q: 3 clusters Score -1.550132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172204 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15501327.000000 Penalty: 3920.974854
	Iteration 45Q: 3 clusters Score -1.550133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15501321.000000 Penalty: 3920.974854
	Iteration 46Q: 3 clusters Score -1.550132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172216 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -15501315.000000 Penalty: 3920.974854
	Iteration 47Q: 3 clusters Score -1.550132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172230 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -15501302.000000 Penalty: 3920.974854
	Iteration 48Q: 3 clusters Score -1.55013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172239 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15501302.000000 Penalty: 3920.974854
	Iteration 49Q: 3 clusters Score -1.55013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172249 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15501302.000000 Penalty: 3920.974854
	Iteration 50Q: 3 clusters Score -1.55013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172260 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -15501315.000000 Penalty: 3920.974854
	Iteration 51Q: 3 clusters Score -1.550132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172270 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15501323.000000 Penalty: 3920.974854
	Iteration 52Q: 3 clusters Score -1.550132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -15501322.000000 Penalty: 3920.974854
	Iteration 53Q: 3 clusters Score -1.550132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172282 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -15501336.000000 Penalty: 3920.974854
	Iteration 54Q: 3 clusters Score -1.550134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172289 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15501328.000000 Penalty: 3920.974854
	Iteration 55Q: 3 clusters Score -1.550133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172293 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -15501336.000000 Penalty: 3920.974854
	Iteration 56Q: 3 clusters Score -1.550134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172294 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -15501338.000000 Penalty: 3920.974854
	Iteration 57Q: 3 clusters Score -1.550134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -15501338.000000 Penalty: 3920.974854
	Iteration 58Q: 3 clusters Score -1.550134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172296 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -15501337.000000 Penalty: 3920.974854
	Iteration 59Q: 3 clusters Score -1.550134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172297 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15501331.000000 Penalty: 3920.974854
	Iteration 60F: 3 clusters Score -1.550133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Entering Unmasked Estep 
Score: -842741.750000 Penalty: 1481.871826
	Iteration 0F: 2 clusters Score -842741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -836156.250000 Penalty: 2963.743652
	Iteration 0F: 3 clusters Score -836156.2 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -838464.437500 Penalty: 2963.743652
	Iteration 1F: 3 clusters Score -838464.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -838861.562500 Penalty: 2963.743652
	Iteration 2F: 3 clusters Score -838861.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -839254.000000 Penalty: 2963.743652
	Iteration 3F: 3 clusters Score -839254 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -839620.062500 Penalty: 2963.743652
	Iteration 4F: 3 clusters Score -839620.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -839972.812500 Penalty: 2963.743652
	Iteration 5F: 3 clusters Score -839972.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -840264.750000 Penalty: 2963.743652
	Iteration 6Q: 3 clusters Score -840264.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -840524.562500 Penalty: 2963.743652
	Iteration 7Q: 3 clusters Score -840524.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -840727.062500 Penalty: 2963.743652
	Iteration 8Q: 3 clusters Score -840727.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -840863.750000 Penalty: 2963.743652
	Iteration 9Q: 3 clusters Score -840863.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -840972.437500 Penalty: 2963.743652
	Iteration 10Q: 3 clusters Score -840972.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -841065.062500 Penalty: 2963.743652
	Iteration 11Q: 3 clusters Score -841065.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -841142.062500 Penalty: 2963.743652
	Iteration 12Q: 3 clusters Score -841142.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -841211.750000 Penalty: 2963.743652
	Iteration 13Q: 3 clusters Score -841211.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -841301.187500 Penalty: 2963.743652
	Iteration 14Q: 3 clusters Score -841301.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -841410.750000 Penalty: 2963.743652
	Iteration 15Q: 3 clusters Score -841410.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -841527.687500 Penalty: 2963.743652
	Iteration 16Q: 3 clusters Score -841527.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -841644.062500 Penalty: 2963.743652
	Iteration 17Q: 3 clusters Score -841644.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -841770.000000 Penalty: 2963.743652
	Iteration 18Q: 3 clusters Score -841770 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -841902.187500 Penalty: 2963.743652
	Iteration 19Q: 3 clusters Score -841902.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -842071.125000 Penalty: 2963.743652
	Iteration 20F: 3 clusters Score -842071.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -842240.562500 Penalty: 2963.743652
	Iteration 21Q: 3 clusters Score -842240.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -842383.875000 Penalty: 2963.743652
	Iteration 22Q: 3 clusters Score -842383.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -842506.625000 Penalty: 2963.743652
	Iteration 23Q: 3 clusters Score -842506.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -842602.187500 Penalty: 2963.743652
	Iteration 24Q: 3 clusters Score -842602.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -842686.875000 Penalty: 2963.743652
	Iteration 25Q: 3 clusters Score -842686.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -842744.250000 Penalty: 2963.743652
	Iteration 26Q: 3 clusters Score -842744.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -842786.687500 Penalty: 2963.743652
	Iteration 27Q: 3 clusters Score -842786.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -842814.250000 Penalty: 2963.743652
	Iteration 28Q: 3 clusters Score -842814.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -842830.500000 Penalty: 2963.743652
	Iteration 29Q: 3 clusters Score -842830.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -842843.875000 Penalty: 2963.743652
	Iteration 30Q: 3 clusters Score -842843.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -842853.000000 Penalty: 2963.743652
	Iteration 31Q: 3 clusters Score -842853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -842859.187500 Penalty: 2963.743652
	Iteration 32Q: 3 clusters Score -842859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -842861.437500 Penalty: 2963.743652
	Iteration 33Q: 3 clusters Score -842861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -842861.750000 Penalty: 2963.743652
	Iteration 34Q: 3 clusters Score -842861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -842862.187500 Penalty: 2963.743652
	Iteration 35Q: 3 clusters Score -842862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -842863.187500 Penalty: 2963.743652
	Iteration 36Q: 3 clusters Score -842863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -842862.875000 Penalty: 2963.743652
	Iteration 37Q: 3 clusters Score -842862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -842864.562500 Penalty: 2963.743652
	Iteration 38Q: 3 clusters Score -842864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -842863.812500 Penalty: 2963.743652
	Iteration 39Q: 3 clusters Score -842863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -842864.437500 Penalty: 2963.743652
	Iteration 40F: 3 clusters Score -842864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -842863.500000 Penalty: 2963.743652
	Iteration 41Q: 3 clusters Score -842863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -842863.562500 Penalty: 2963.743652
	Iteration 42Q: 3 clusters Score -842863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -842863.562500 Penalty: 2963.743652
	Iteration 43F: 3 clusters Score -842863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21841 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173605 members 
Mstep: Class 8 contains 6905 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71851 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
Score: -51591336.000000 Penalty: 45269.484375
Splitting cluster 8 changes total score from -51591876.000000 to -51591336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (7891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Entering Unmasked Estep 
Score: -692966.187500 Penalty: 1458.190186
	Iteration 0F: 2 clusters Score -692966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -687179.062500 Penalty: 2916.380371
	Iteration 0F: 3 clusters Score -687179.1 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -688975.875000 Penalty: 2916.380371
	Iteration 1F: 3 clusters Score -688975.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -689187.125000 Penalty: 2916.380371
	Iteration 2F: 3 clusters Score -689187.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -689358.000000 Penalty: 2916.380371
	Iteration 3Q: 3 clusters Score -689358 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -689496.125000 Penalty: 2916.380371
	Iteration 4Q: 3 clusters Score -689496.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -689586.625000 Penalty: 2916.380371
	Iteration 5Q: 3 clusters Score -689586.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -689661.250000 Penalty: 2916.380371
	Iteration 6Q: 3 clusters Score -689661.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -689739.750000 Penalty: 2916.380371
	Iteration 7Q: 3 clusters Score -689739.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -689810.500000 Penalty: 2916.380371
	Iteration 8Q: 3 clusters Score -689810.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -689884.062500 Penalty: 2916.380371
	Iteration 9Q: 3 clusters Score -689884.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -689979.062500 Penalty: 2916.380371
	Iteration 10Q: 3 clusters Score -689979.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -690093.875000 Penalty: 2916.380371
	Iteration 11Q: 3 clusters Score -690093.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -690248.625000 Penalty: 2916.380371
	Iteration 12Q: 3 clusters Score -690248.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -690422.062500 Penalty: 2916.380371
	Iteration 13Q: 3 clusters Score -690422.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -690589.125000 Penalty: 2916.380371
	Iteration 14Q: 3 clusters Score -690589.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -690789.125000 Penalty: 2916.380371
	Iteration 15Q: 3 clusters Score -690789.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -691028.000000 Penalty: 2916.380371
	Iteration 16Q: 3 clusters Score -691028 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -691284.375000 Penalty: 2916.380371
	Iteration 17Q: 3 clusters Score -691284.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -691546.125000 Penalty: 2916.380371
	Iteration 18Q: 3 clusters Score -691546.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -691823.937500 Penalty: 2916.380371
	Iteration 19Q: 3 clusters Score -691823.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -692103.500000 Penalty: 2916.380371
	Iteration 20F: 3 clusters Score -692103.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -692356.437500 Penalty: 2916.380371
	Iteration 21Q: 3 clusters Score -692356.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -692563.062500 Penalty: 2916.380371
	Iteration 22Q: 3 clusters Score -692563.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -692746.500000 Penalty: 2916.380371
	Iteration 23Q: 3 clusters Score -692746.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -692868.500000 Penalty: 2916.380371
	Iteration 24Q: 3 clusters Score -692868.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -692948.250000 Penalty: 2916.380371
	Iteration 25Q: 3 clusters Score -692948.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -692994.937500 Penalty: 2916.380371
	Iteration 26Q: 3 clusters Score -692994.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -693012.812500 Penalty: 2916.380371
	Iteration 27Q: 3 clusters Score -693012.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -693023.312500 Penalty: 2916.380371
	Iteration 28Q: 3 clusters Score -693023.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -693027.250000 Penalty: 2916.380371
	Iteration 29Q: 3 clusters Score -693027.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -693029.062500 Penalty: 2916.380371
	Iteration 30Q: 3 clusters Score -693029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -693031.250000 Penalty: 2916.380371
	Iteration 31Q: 3 clusters Score -693031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -693031.250000 Penalty: 2916.380371
	Iteration 32Q: 3 clusters Score -693031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -693031.125000 Penalty: 2916.380371
	Iteration 33Q: 3 clusters Score -693031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -693032.375000 Penalty: 2916.380371
	Iteration 34Q: 3 clusters Score -693032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -693032.687500 Penalty: 2916.380371
	Iteration 35Q: 3 clusters Score -693032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -693032.687500 Penalty: 2916.380371
	Iteration 36F: 3 clusters Score -693032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21841 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173605 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71851 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
Score: -51591348.000000 Penalty: 45269.484375
Splitting cluster 9 changes total score from -51591876.000000 to -51591348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -175665.203125 Penalty: 1246.217041
	Iteration 0F: 2 clusters Score -175665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -173510.031250 Penalty: 2492.434082
	Iteration 0F: 3 clusters Score -173510 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -174010.171875 Penalty: 2492.434082
	Iteration 1F: 3 clusters Score -174010.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -174180.593750 Penalty: 2492.434082
	Iteration 2F: 3 clusters Score -174180.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174306.078125 Penalty: 2492.434082
	Iteration 3F: 3 clusters Score -174306.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174429.359375 Penalty: 2492.434082
	Iteration 4F: 3 clusters Score -174429.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174567.687500 Penalty: 2492.434082
	Iteration 5F: 3 clusters Score -174567.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174751.703125 Penalty: 2492.434082
	Iteration 6F: 3 clusters Score -174751.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174886.343750 Penalty: 2492.434082
	Iteration 7Q: 3 clusters Score -174886.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -174984.484375 Penalty: 2492.434082
	Iteration 8Q: 3 clusters Score -174984.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175060.296875 Penalty: 2492.434082
	Iteration 9Q: 3 clusters Score -175060.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -175108.328125 Penalty: 2492.434082
	Iteration 10Q: 3 clusters Score -175108.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -175128.421875 Penalty: 2492.434082
	Iteration 11Q: 3 clusters Score -175128.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -175137.484375 Penalty: 2492.434082
	Iteration 12Q: 3 clusters Score -175137.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -175144.093750 Penalty: 2492.434082
	Iteration 13Q: 3 clusters Score -175144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -175150.406250 Penalty: 2492.434082
	Iteration 14Q: 3 clusters Score -175150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -175154.140625 Penalty: 2492.434082
	Iteration 15Q: 3 clusters Score -175154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -175155.046875 Penalty: 2492.434082
	Iteration 16Q: 3 clusters Score -175155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -175155.406250 Penalty: 2492.434082
	Iteration 17Q: 3 clusters Score -175155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -175155.406250 Penalty: 2492.434082
	Iteration 18F: 3 clusters Score -175155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -176431.859375 Penalty: 1225.609741
	Iteration 0F: 2 clusters Score -176431.9 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 953 members 
Entering Unmasked Estep 
Score: -174388.890625 Penalty: 2451.219482
	Iteration 0F: 3 clusters Score -174388.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -174828.093750 Penalty: 2451.219482
	Iteration 1F: 3 clusters Score -174828.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -174943.562500 Penalty: 2451.219482
	Iteration 2F: 3 clusters Score -174943.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -175023.609375 Penalty: 2451.219482
	Iteration 3F: 3 clusters Score -175023.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -175057.625000 Penalty: 2451.219482
	Iteration 4Q: 3 clusters Score -175057.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -175087.000000 Penalty: 2451.219482
	Iteration 5Q: 3 clusters Score -175087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -175111.203125 Penalty: 2451.219482
	Iteration 6Q: 3 clusters Score -175111.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -175134.765625 Penalty: 2451.219482
	Iteration 7Q: 3 clusters Score -175134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -175150.140625 Penalty: 2451.219482
	Iteration 8Q: 3 clusters Score -175150.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -175162.890625 Penalty: 2451.219482
	Iteration 9Q: 3 clusters Score -175162.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -175173.593750 Penalty: 2451.219482
	Iteration 10Q: 3 clusters Score -175173.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -175179.015625 Penalty: 2451.219482
	Iteration 11Q: 3 clusters Score -175179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -175185.125000 Penalty: 2451.219482
	Iteration 12Q: 3 clusters Score -175185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -175190.031250 Penalty: 2451.219482
	Iteration 13Q: 3 clusters Score -175190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -175193.531250 Penalty: 2451.219482
	Iteration 14Q: 3 clusters Score -175193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -175200.609375 Penalty: 2451.219482
	Iteration 15Q: 3 clusters Score -175200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -175205.640625 Penalty: 2451.219482
	Iteration 16Q: 3 clusters Score -175205.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -175211.859375 Penalty: 2451.219482
	Iteration 17Q: 3 clusters Score -175211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -175215.953125 Penalty: 2451.219482
	Iteration 18Q: 3 clusters Score -175216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -175219.546875 Penalty: 2451.219482
	Iteration 19Q: 3 clusters Score -175219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -175221.750000 Penalty: 2451.219482
	Iteration 20F: 3 clusters Score -175221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -175223.015625 Penalty: 2451.219482
	Iteration 21Q: 3 clusters Score -175223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -175223.500000 Penalty: 2451.219482
	Iteration 22Q: 3 clusters Score -175223.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -175223.500000 Penalty: 2451.219482
	Iteration 23F: 3 clusters Score -175223.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Entering Unmasked Estep 
Score: -3761103.750000 Penalty: 1727.727783
	Iteration 0F: 2 clusters Score -3761104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3733596.500000 Penalty: 3455.455566
	Iteration 0F: 3 clusters Score -3733596 nChanged 19265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3744473.000000 Penalty: 3455.455566
	Iteration 1F: 3 clusters Score -3744473 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3745126.000000 Penalty: 3455.455566
	Iteration 2Q: 3 clusters Score -3745126 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3746002.250000 Penalty: 3455.455566
	Iteration 3Q: 3 clusters Score -3746002 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3747173.000000 Penalty: 3455.455566
	Iteration 4F: 3 clusters Score -3747173 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3748816.750000 Penalty: 3455.455566
	Iteration 5F: 3 clusters Score -3748817 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3750936.250000 Penalty: 3455.455566
	Iteration 6F: 3 clusters Score -3750936 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -3753080.500000 Penalty: 3455.455566
	Iteration 7F: 3 clusters Score -3753080 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -3754899.000000 Penalty: 3455.455566
	Iteration 8F: 3 clusters Score -3754899 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -3756252.500000 Penalty: 3455.455566
	Iteration 9Q: 3 clusters Score -3756252 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -3757303.000000 Penalty: 3455.455566
	Iteration 10Q: 3 clusters Score -3757303 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -3758056.250000 Penalty: 3455.455566
	Iteration 11Q: 3 clusters Score -3758056 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -3758622.250000 Penalty: 3455.455566
	Iteration 12Q: 3 clusters Score -3758622 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -3759037.250000 Penalty: 3455.455566
	Iteration 13Q: 3 clusters Score -3759037 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -3759299.000000 Penalty: 3455.455566
	Iteration 14Q: 3 clusters Score -3759299 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -3759429.750000 Penalty: 3455.455566
	Iteration 15Q: 3 clusters Score -3759430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -3759493.500000 Penalty: 3455.455566
	Iteration 16Q: 3 clusters Score -3759494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -3759537.250000 Penalty: 3455.455566
	Iteration 17Q: 3 clusters Score -3759537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -3759560.250000 Penalty: 3455.455566
	Iteration 18Q: 3 clusters Score -3759560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -3759578.000000 Penalty: 3455.455566
	Iteration 19Q: 3 clusters Score -3759578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -3759588.500000 Penalty: 3455.455566
	Iteration 20F: 3 clusters Score -3759588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -3759601.000000 Penalty: 3455.455566
	Iteration 21Q: 3 clusters Score -3759601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -3759607.000000 Penalty: 3455.455566
	Iteration 22Q: 3 clusters Score -3759607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -3759611.750000 Penalty: 3455.455566
	Iteration 23Q: 3 clusters Score -3759612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -3759611.750000 Penalty: 3455.455566
	Iteration 24F: 3 clusters Score -3759612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -284021.187500 Penalty: 1314.988892
	Iteration 0F: 2 clusters Score -284021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -281138.718750 Penalty: 2629.977783
	Iteration 0F: 3 clusters Score -281138.7 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -281910.312500 Penalty: 2629.977783
	Iteration 1F: 3 clusters Score -281910.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -282105.875000 Penalty: 2629.977783
	Iteration 2F: 3 clusters Score -282105.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -282307.187500 Penalty: 2629.977783
	Iteration 3F: 3 clusters Score -282307.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -282555.000000 Penalty: 2629.977783
	Iteration 4F: 3 clusters Score -282555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -282736.468750 Penalty: 2629.977783
	Iteration 5F: 3 clusters Score -282736.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -282854.968750 Penalty: 2629.977783
	Iteration 6Q: 3 clusters Score -282855 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -282960.687500 Penalty: 2629.977783
	Iteration 7Q: 3 clusters Score -282960.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -283047.250000 Penalty: 2629.977783
	Iteration 8Q: 3 clusters Score -283047.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -283123.156250 Penalty: 2629.977783
	Iteration 9Q: 3 clusters Score -283123.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -283198.718750 Penalty: 2629.977783
	Iteration 10Q: 3 clusters Score -283198.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -283248.437500 Penalty: 2629.977783
	Iteration 11Q: 3 clusters Score -283248.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -283288.781250 Penalty: 2629.977783
	Iteration 12Q: 3 clusters Score -283288.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -283322.937500 Penalty: 2629.977783
	Iteration 13Q: 3 clusters Score -283322.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -283350.687500 Penalty: 2629.977783
	Iteration 14Q: 3 clusters Score -283350.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -283376.218750 Penalty: 2629.977783
	Iteration 15Q: 3 clusters Score -283376.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -283388.218750 Penalty: 2629.977783
	Iteration 16Q: 3 clusters Score -283388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -283401.937500 Penalty: 2629.977783
	Iteration 17Q: 3 clusters Score -283401.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -283415.593750 Penalty: 2629.977783
	Iteration 18Q: 3 clusters Score -283415.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -283425.062500 Penalty: 2629.977783
	Iteration 19Q: 3 clusters Score -283425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -283434.562500 Penalty: 2629.977783
	Iteration 20F: 3 clusters Score -283434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -283440.187500 Penalty: 2629.977783
	Iteration 21Q: 3 clusters Score -283440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -283448.718750 Penalty: 2629.977783
	Iteration 22Q: 3 clusters Score -283448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -283454.687500 Penalty: 2629.977783
	Iteration 23Q: 3 clusters Score -283454.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -283460.593750 Penalty: 2629.977783
	Iteration 24Q: 3 clusters Score -283460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -283464.968750 Penalty: 2629.977783
	Iteration 25Q: 3 clusters Score -283465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -283471.843750 Penalty: 2629.977783
	Iteration 26Q: 3 clusters Score -283471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -283476.718750 Penalty: 2629.977783
	Iteration 27Q: 3 clusters Score -283476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -283479.843750 Penalty: 2629.977783
	Iteration 28Q: 3 clusters Score -283479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -283485.312500 Penalty: 2629.977783
	Iteration 29Q: 3 clusters Score -283485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -283488.062500 Penalty: 2629.977783
	Iteration 30Q: 3 clusters Score -283488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -283490.093750 Penalty: 2629.977783
	Iteration 31Q: 3 clusters Score -283490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -283493.187500 Penalty: 2629.977783
	Iteration 32Q: 3 clusters Score -283493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -283494.437500 Penalty: 2629.977783
	Iteration 33Q: 3 clusters Score -283494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -283496.187500 Penalty: 2629.977783
	Iteration 34Q: 3 clusters Score -283496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -283496.468750 Penalty: 2629.977783
	Iteration 35Q: 3 clusters Score -283496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -283497.000000 Penalty: 2629.977783
	Iteration 36Q: 3 clusters Score -283497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -283497.000000 Penalty: 2629.977783
	Iteration 37F: 3 clusters Score -283497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -502721.781250 Penalty: 1407.150269
	Iteration 0F: 2 clusters Score -502721.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -498326.468750 Penalty: 2814.300537
	Iteration 0F: 3 clusters Score -498326.5 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -499566.187500 Penalty: 2814.300537
	Iteration 1F: 3 clusters Score -499566.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -499779.093750 Penalty: 2814.300537
	Iteration 2F: 3 clusters Score -499779.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -499939.812500 Penalty: 2814.300537
	Iteration 3F: 3 clusters Score -499939.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -500087.375000 Penalty: 2814.300537
	Iteration 4Q: 3 clusters Score -500087.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -500243.125000 Penalty: 2814.300537
	Iteration 5Q: 3 clusters Score -500243.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -500401.000000 Penalty: 2814.300537
	Iteration 6Q: 3 clusters Score -500401 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -500529.343750 Penalty: 2814.300537
	Iteration 7Q: 3 clusters Score -500529.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -500665.593750 Penalty: 2814.300537
	Iteration 8Q: 3 clusters Score -500665.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -500792.156250 Penalty: 2814.300537
	Iteration 9Q: 3 clusters Score -500792.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -500918.656250 Penalty: 2814.300537
	Iteration 10Q: 3 clusters Score -500918.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -501005.781250 Penalty: 2814.300537
	Iteration 11Q: 3 clusters Score -501005.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -501082.968750 Penalty: 2814.300537
	Iteration 12Q: 3 clusters Score -501083 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -501147.343750 Penalty: 2814.300537
	Iteration 13Q: 3 clusters Score -501147.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -501195.312500 Penalty: 2814.300537
	Iteration 14Q: 3 clusters Score -501195.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -501245.781250 Penalty: 2814.300537
	Iteration 15Q: 3 clusters Score -501245.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -501297.843750 Penalty: 2814.300537
	Iteration 16Q: 3 clusters Score -501297.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -501348.812500 Penalty: 2814.300537
	Iteration 17Q: 3 clusters Score -501348.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -501393.968750 Penalty: 2814.300537
	Iteration 18Q: 3 clusters Score -501394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -501429.937500 Penalty: 2814.300537
	Iteration 19Q: 3 clusters Score -501429.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -501456.156250 Penalty: 2814.300537
	Iteration 20F: 3 clusters Score -501456.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -501471.281250 Penalty: 2814.300537
	Iteration 21Q: 3 clusters Score -501471.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -501483.281250 Penalty: 2814.300537
	Iteration 22Q: 3 clusters Score -501483.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -501496.843750 Penalty: 2814.300537
	Iteration 23Q: 3 clusters Score -501496.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -501506.125000 Penalty: 2814.300537
	Iteration 24Q: 3 clusters Score -501506.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -501512.718750 Penalty: 2814.300537
	Iteration 25Q: 3 clusters Score -501512.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -501519.187500 Penalty: 2814.300537
	Iteration 26Q: 3 clusters Score -501519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -501522.156250 Penalty: 2814.300537
	Iteration 27Q: 3 clusters Score -501522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -501522.875000 Penalty: 2814.300537
	Iteration 28Q: 3 clusters Score -501522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -501522.375000 Penalty: 2814.300537
	Iteration 29Q: 3 clusters Score -501522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -501524.437500 Penalty: 2814.300537
	Iteration 30Q: 3 clusters Score -501524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -501528.718750 Penalty: 2814.300537
	Iteration 31Q: 3 clusters Score -501528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -501530.937500 Penalty: 2814.300537
	Iteration 32Q: 3 clusters Score -501530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -501533.812500 Penalty: 2814.300537
	Iteration 33Q: 3 clusters Score -501533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -501536.781250 Penalty: 2814.300537
	Iteration 34Q: 3 clusters Score -501536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -501540.593750 Penalty: 2814.300537
	Iteration 35Q: 3 clusters Score -501540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -501542.906250 Penalty: 2814.300537
	Iteration 36Q: 3 clusters Score -501542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -501543.250000 Penalty: 2814.300537
	Iteration 37Q: 3 clusters Score -501543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -501544.468750 Penalty: 2814.300537
	Iteration 38Q: 3 clusters Score -501544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -501546.500000 Penalty: 2814.300537
	Iteration 39Q: 3 clusters Score -501546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -501548.406250 Penalty: 2814.300537
	Iteration 40F: 3 clusters Score -501548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -501550.531250 Penalty: 2814.300537
	Iteration 41Q: 3 clusters Score -501550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -501552.093750 Penalty: 2814.300537
	Iteration 42Q: 3 clusters Score -501552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -501552.875000 Penalty: 2814.300537
	Iteration 43Q: 3 clusters Score -501552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -501553.218750 Penalty: 2814.300537
	Iteration 44Q: 3 clusters Score -501553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -501554.750000 Penalty: 2814.300537
	Iteration 45Q: 3 clusters Score -501554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -501555.562500 Penalty: 2814.300537
	Iteration 46Q: 3 clusters Score -501555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -501555.562500 Penalty: 2814.300537
	Iteration 47F: 3 clusters Score -501555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -198732.546875 Penalty: 1265.584351
	Iteration 0F: 2 clusters Score -198732.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -196450.781250 Penalty: 2531.168701
	Iteration 0F: 3 clusters Score -196450.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -197144.015625 Penalty: 2531.168701
	Iteration 1F: 3 clusters Score -197144 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -197467.640625 Penalty: 2531.168701
	Iteration 2F: 3 clusters Score -197467.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -197863.843750 Penalty: 2531.168701
	Iteration 3F: 3 clusters Score -197863.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -198182.296875 Penalty: 2531.168701
	Iteration 4F: 3 clusters Score -198182.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -198359.765625 Penalty: 2531.168701
	Iteration 5F: 3 clusters Score -198359.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -198444.796875 Penalty: 2531.168701
	Iteration 6Q: 3 clusters Score -198444.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -198498.562500 Penalty: 2531.168701
	Iteration 7Q: 3 clusters Score -198498.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -198523.531250 Penalty: 2531.168701
	Iteration 8Q: 3 clusters Score -198523.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -198536.375000 Penalty: 2531.168701
	Iteration 9Q: 3 clusters Score -198536.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -198542.484375 Penalty: 2531.168701
	Iteration 10Q: 3 clusters Score -198542.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -198554.968750 Penalty: 2531.168701
	Iteration 11Q: 3 clusters Score -198555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -198568.796875 Penalty: 2531.168701
	Iteration 12Q: 3 clusters Score -198568.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -198587.375000 Penalty: 2531.168701
	Iteration 13Q: 3 clusters Score -198587.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -198616.234375 Penalty: 2531.168701
	Iteration 14Q: 3 clusters Score -198616.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -198647.875000 Penalty: 2531.168701
	Iteration 15Q: 3 clusters Score -198647.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -198667.046875 Penalty: 2531.168701
	Iteration 16Q: 3 clusters Score -198667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -198690.093750 Penalty: 2531.168701
	Iteration 17Q: 3 clusters Score -198690.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -198698.609375 Penalty: 2531.168701
	Iteration 18Q: 3 clusters Score -198698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -198704.687500 Penalty: 2531.168701
	Iteration 19Q: 3 clusters Score -198704.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -198708.203125 Penalty: 2531.168701
	Iteration 20F: 3 clusters Score -198708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -198710.078125 Penalty: 2531.168701
	Iteration 21Q: 3 clusters Score -198710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -198710.312500 Penalty: 2531.168701
	Iteration 22Q: 3 clusters Score -198710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -198710.312500 Penalty: 2531.168701
	Iteration 23F: 3 clusters Score -198710.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Entering Unmasked Estep 
Score: -6802850.000000 Penalty: 1817.131958
	Iteration 0F: 2 clusters Score -6802850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6754913.500000 Penalty: 3634.263916
	Iteration 0F: 3 clusters Score -6754914 nChanged 33980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -6773894.000000 Penalty: 3634.263916
	Iteration 1F: 3 clusters Score -6773894 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -6774476.500000 Penalty: 3634.263916
	Iteration 2Q: 3 clusters Score -6774476 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -6775137.000000 Penalty: 3634.263916
	Iteration 3Q: 3 clusters Score -6775137 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -6776026.000000 Penalty: 3634.263916
	Iteration 4Q: 3 clusters Score -6776026 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -6777260.000000 Penalty: 3634.263916
	Iteration 5Q: 3 clusters Score -6777260 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -6778996.500000 Penalty: 3634.263916
	Iteration 6Q: 3 clusters Score -6778996 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6781338.500000 Penalty: 3634.263916
	Iteration 7F: 3 clusters Score -6781338 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -6784395.500000 Penalty: 3634.263916
	Iteration 8F: 3 clusters Score -6784396 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -6788061.500000 Penalty: 3634.263916
	Iteration 9F: 3 clusters Score -6788062 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -6791667.000000 Penalty: 3634.263916
	Iteration 10F: 3 clusters Score -6791667 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -6794887.500000 Penalty: 3634.263916
	Iteration 11F: 3 clusters Score -6794888 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -6797304.500000 Penalty: 3634.263916
	Iteration 12Q: 3 clusters Score -6797304 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -6798853.500000 Penalty: 3634.263916
	Iteration 13Q: 3 clusters Score -6798854 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -6799806.000000 Penalty: 3634.263916
	Iteration 14Q: 3 clusters Score -6799806 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -6800446.000000 Penalty: 3634.263916
	Iteration 15Q: 3 clusters Score -6800446 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -6800852.000000 Penalty: 3634.263916
	Iteration 16Q: 3 clusters Score -6800852 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -6801044.500000 Penalty: 3634.263916
	Iteration 17Q: 3 clusters Score -6801044 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -6801183.500000 Penalty: 3634.263916
	Iteration 18Q: 3 clusters Score -6801184 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -6801252.000000 Penalty: 3634.263916
	Iteration 19Q: 3 clusters Score -6801252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -6801309.500000 Penalty: 3634.263916
	Iteration 20F: 3 clusters Score -6801310 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -6801371.500000 Penalty: 3634.263916
	Iteration 21Q: 3 clusters Score -6801372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -6801402.000000 Penalty: 3634.263916
	Iteration 22Q: 3 clusters Score -6801402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 70857 members 
Entering Unmasked Estep 
Score: -6801430.000000 Penalty: 3634.263916
	Iteration 23Q: 3 clusters Score -6801430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -6801453.000000 Penalty: 3634.263916
	Iteration 24Q: 3 clusters Score -6801453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -6801466.000000 Penalty: 3634.263916
	Iteration 25Q: 3 clusters Score -6801466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -6801460.000000 Penalty: 3634.263916
	Iteration 26Q: 3 clusters Score -6801460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -6801471.500000 Penalty: 3634.263916
	Iteration 27Q: 3 clusters Score -6801472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -6801479.000000 Penalty: 3634.263916
	Iteration 28Q: 3 clusters Score -6801479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -6801483.500000 Penalty: 3634.263916
	Iteration 29Q: 3 clusters Score -6801484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -6801490.500000 Penalty: 3634.263916
	Iteration 30Q: 3 clusters Score -6801490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -6801491.000000 Penalty: 3634.263916
	Iteration 31Q: 3 clusters Score -6801491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -6801505.500000 Penalty: 3634.263916
	Iteration 32Q: 3 clusters Score -6801506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -6801505.000000 Penalty: 3634.263916
	Iteration 33Q: 3 clusters Score -6801505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -6801512.000000 Penalty: 3634.263916
	Iteration 34Q: 3 clusters Score -6801512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -6801533.500000 Penalty: 3634.263916
	Iteration 35Q: 3 clusters Score -6801534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -6801547.500000 Penalty: 3634.263916
	Iteration 36Q: 3 clusters Score -6801548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -6801541.000000 Penalty: 3634.263916
	Iteration 37Q: 3 clusters Score -6801541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -6801543.500000 Penalty: 3634.263916
	Iteration 38Q: 3 clusters Score -6801544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -6801539.500000 Penalty: 3634.263916
	Iteration 39Q: 3 clusters Score -6801540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -6801543.000000 Penalty: 3634.263916
	Iteration 40F: 3 clusters Score -6801543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -6801552.500000 Penalty: 3634.263916
	Iteration 41Q: 3 clusters Score -6801552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -6801560.000000 Penalty: 3634.263916
	Iteration 42Q: 3 clusters Score -6801560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -6801558.000000 Penalty: 3634.263916
	Iteration 43Q: 3 clusters Score -6801558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -6801558.000000 Penalty: 3634.263916
	Iteration 44F: 3 clusters Score -6801558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Entering Unmasked Estep 
Score: -1311130.500000 Penalty: 1549.899658
	Iteration 0F: 2 clusters Score -1311130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1301473.750000 Penalty: 3099.799316
	Iteration 0F: 3 clusters Score -1301474 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1304737.750000 Penalty: 3099.799316
	Iteration 1F: 3 clusters Score -1304738 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1305017.125000 Penalty: 3099.799316
	Iteration 2F: 3 clusters Score -1305017 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1305242.125000 Penalty: 3099.799316
	Iteration 3Q: 3 clusters Score -1305242 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1305457.750000 Penalty: 3099.799316
	Iteration 4Q: 3 clusters Score -1305458 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1305694.125000 Penalty: 3099.799316
	Iteration 5Q: 3 clusters Score -1305694 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1306001.000000 Penalty: 3099.799316
	Iteration 6Q: 3 clusters Score -1306001 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1306421.875000 Penalty: 3099.799316
	Iteration 7F: 3 clusters Score -1306422 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1306971.000000 Penalty: 3099.799316
	Iteration 8F: 3 clusters Score -1306971 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1307640.375000 Penalty: 3099.799316
	Iteration 9F: 3 clusters Score -1307640 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1308268.250000 Penalty: 3099.799316
	Iteration 10F: 3 clusters Score -1308268 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1308756.875000 Penalty: 3099.799316
	Iteration 11Q: 3 clusters Score -1308757 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1309084.250000 Penalty: 3099.799316
	Iteration 12Q: 3 clusters Score -1309084 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1309283.625000 Penalty: 3099.799316
	Iteration 13Q: 3 clusters Score -1309284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1309400.500000 Penalty: 3099.799316
	Iteration 14Q: 3 clusters Score -1309400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1309475.750000 Penalty: 3099.799316
	Iteration 15Q: 3 clusters Score -1309476 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1309542.750000 Penalty: 3099.799316
	Iteration 16Q: 3 clusters Score -1309543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1309593.750000 Penalty: 3099.799316
	Iteration 17Q: 3 clusters Score -1309594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1309633.125000 Penalty: 3099.799316
	Iteration 18Q: 3 clusters Score -1309633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1309656.875000 Penalty: 3099.799316
	Iteration 19Q: 3 clusters Score -1309657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1309674.875000 Penalty: 3099.799316
	Iteration 20F: 3 clusters Score -1309675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1309690.875000 Penalty: 3099.799316
	Iteration 21Q: 3 clusters Score -1309691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1309712.000000 Penalty: 3099.799316
	Iteration 22Q: 3 clusters Score -1309712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1309729.125000 Penalty: 3099.799316
	Iteration 23Q: 3 clusters Score -1309729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1309739.250000 Penalty: 3099.799316
	Iteration 24Q: 3 clusters Score -1309739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1309740.250000 Penalty: 3099.799316
	Iteration 25Q: 3 clusters Score -1309740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1309741.375000 Penalty: 3099.799316
	Iteration 26Q: 3 clusters Score -1309741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1309745.250000 Penalty: 3099.799316
	Iteration 27Q: 3 clusters Score -1309745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1309745.625000 Penalty: 3099.799316
	Iteration 28Q: 3 clusters Score -1309746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1309751.875000 Penalty: 3099.799316
	Iteration 29Q: 3 clusters Score -1309752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1309753.500000 Penalty: 3099.799316
	Iteration 30Q: 3 clusters Score -1309754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1309758.125000 Penalty: 3099.799316
	Iteration 31Q: 3 clusters Score -1309758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1309763.500000 Penalty: 3099.799316
	Iteration 32Q: 3 clusters Score -1309764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1309765.375000 Penalty: 3099.799316
	Iteration 33Q: 3 clusters Score -1309765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1309767.125000 Penalty: 3099.799316
	Iteration 34Q: 3 clusters Score -1309767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1309770.375000 Penalty: 3099.799316
	Iteration 35Q: 3 clusters Score -1309770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1309773.250000 Penalty: 3099.799316
	Iteration 36Q: 3 clusters Score -1309773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1309773.000000 Penalty: 3099.799316
	Iteration 37Q: 3 clusters Score -1309773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1309776.250000 Penalty: 3099.799316
	Iteration 38Q: 3 clusters Score -1309776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1309776.375000 Penalty: 3099.799316
	Iteration 39Q: 3 clusters Score -1309776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1309779.500000 Penalty: 3099.799316
	Iteration 40F: 3 clusters Score -1309780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1309778.750000 Penalty: 3099.799316
	Iteration 41Q: 3 clusters Score -1309779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1309780.125000 Penalty: 3099.799316
	Iteration 42Q: 3 clusters Score -1309780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1309784.250000 Penalty: 3099.799316
	Iteration 43Q: 3 clusters Score -1309784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1309784.250000 Penalty: 3099.799316
	Iteration 44F: 3 clusters Score -1309784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -119254.554688 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -119254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -117521.585938 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -117521.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -118337.562500 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -118337.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -118769.054688 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -118769.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -119014.546875 Penalty: 2393.477783
	Iteration 3F: 3 clusters Score -119014.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -119100.351562 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -119100.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119143.320312 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -119143.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -119205.960938 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -119206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -119281.703125 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -119281.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -119352.437500 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -119352.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -119382.929688 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -119382.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -119408.851562 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -119408.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -119431.906250 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -119431.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -119439.015625 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -119439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -119443.039062 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -119443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -119446.984375 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -119447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119450.484375 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -119450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119450.484375 Penalty: 2393.477783
	Iteration 16F: 3 clusters Score -119450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 49141 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 21841 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 173605 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 693 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 71851 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 22516 members 
Mstep: Class 21 contains 123834 members 
Entering Unmasked Estep 
Score: -51591108.000000 Penalty: 45269.484375
Splitting cluster 19 changes total score from -51591876.000000 to -51591108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (22516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Entering Unmasked Estep 
Score: -2144089.250000 Penalty: 1628.571899
	Iteration 0F: 2 clusters Score -2144089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2128790.750000 Penalty: 3257.143799
	Iteration 0F: 3 clusters Score -2128791 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2134463.500000 Penalty: 3257.143799
	Iteration 1F: 3 clusters Score -2134464 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2134912.500000 Penalty: 3257.143799
	Iteration 2F: 3 clusters Score -2134912 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2135403.250000 Penalty: 3257.143799
	Iteration 3F: 3 clusters Score -2135403 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2135927.000000 Penalty: 3257.143799
	Iteration 4F: 3 clusters Score -2135927 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2136558.000000 Penalty: 3257.143799
	Iteration 5F: 3 clusters Score -2136558 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2137300.250000 Penalty: 3257.143799
	Iteration 6F: 3 clusters Score -2137300 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2138235.500000 Penalty: 3257.143799
	Iteration 7F: 3 clusters Score -2138236 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2139354.250000 Penalty: 3257.143799
	Iteration 8F: 3 clusters Score -2139354 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2140483.000000 Penalty: 3257.143799
	Iteration 9F: 3 clusters Score -2140483 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2141379.750000 Penalty: 3257.143799
	Iteration 10Q: 3 clusters Score -2141380 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2142019.000000 Penalty: 3257.143799
	Iteration 11Q: 3 clusters Score -2142019 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2142451.250000 Penalty: 3257.143799
	Iteration 12Q: 3 clusters Score -2142451 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2142679.500000 Penalty: 3257.143799
	Iteration 13Q: 3 clusters Score -2142680 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2142804.750000 Penalty: 3257.143799
	Iteration 14Q: 3 clusters Score -2142805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2142875.500000 Penalty: 3257.143799
	Iteration 15Q: 3 clusters Score -2142876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2142932.500000 Penalty: 3257.143799
	Iteration 16Q: 3 clusters Score -2142932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2142966.000000 Penalty: 3257.143799
	Iteration 17Q: 3 clusters Score -2142966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2142979.250000 Penalty: 3257.143799
	Iteration 18Q: 3 clusters Score -2142979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2142987.250000 Penalty: 3257.143799
	Iteration 19Q: 3 clusters Score -2142987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2142996.000000 Penalty: 3257.143799
	Iteration 20F: 3 clusters Score -2142996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2143003.750000 Penalty: 3257.143799
	Iteration 21Q: 3 clusters Score -2143004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2143010.500000 Penalty: 3257.143799
	Iteration 22Q: 3 clusters Score -2143010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2143015.250000 Penalty: 3257.143799
	Iteration 23Q: 3 clusters Score -2143015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2143018.250000 Penalty: 3257.143799
	Iteration 24Q: 3 clusters Score -2143018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2143023.750000 Penalty: 3257.143799
	Iteration 25Q: 3 clusters Score -2143024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2143024.250000 Penalty: 3257.143799
	Iteration 26Q: 3 clusters Score -2143024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2143025.500000 Penalty: 3257.143799
	Iteration 27Q: 3 clusters Score -2143026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2143025.500000 Penalty: 3257.143799
	Iteration 28F: 3 clusters Score -2143026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (123834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Entering Unmasked Estep 
Score: -11689580.000000 Penalty: 1905.588257
	Iteration 0F: 2 clusters Score -1.168958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -11606581.000000 Penalty: 3811.176514
	Iteration 0F: 3 clusters Score -1.160658e+07 nChanged 59411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -11641846.000000 Penalty: 3811.176514
	Iteration 1F: 3 clusters Score -1.164185e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -11643242.000000 Penalty: 3811.176514
	Iteration 2Q: 3 clusters Score -1.164324e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -11645223.000000 Penalty: 3811.176514
	Iteration 3Q: 3 clusters Score -1.164522e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -11648244.000000 Penalty: 3811.176514
	Iteration 4Q: 3 clusters Score -1.164824e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -11653183.000000 Penalty: 3811.176514
	Iteration 5F: 3 clusters Score -1.165318e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -11659948.000000 Penalty: 3811.176514
	Iteration 6F: 3 clusters Score -1.165995e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -11667483.000000 Penalty: 3811.176514
	Iteration 7F: 3 clusters Score -1.166748e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -11673999.000000 Penalty: 3811.176514
	Iteration 8F: 3 clusters Score -1.1674e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107505 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -11678397.000000 Penalty: 3811.176514
	Iteration 9Q: 3 clusters Score -1.16784e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110973 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -11680934.000000 Penalty: 3811.176514
	Iteration 10Q: 3 clusters Score -1.168093e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113732 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -11682756.000000 Penalty: 3811.176514
	Iteration 11Q: 3 clusters Score -1.168276e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -11684155.000000 Penalty: 3811.176514
	Iteration 12Q: 3 clusters Score -1.168416e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117776 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -11685088.000000 Penalty: 3811.176514
	Iteration 13Q: 3 clusters Score -1.168509e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119125 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11685815.000000 Penalty: 3811.176514
	Iteration 14Q: 3 clusters Score -1.168582e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -11686339.000000 Penalty: 3811.176514
	Iteration 15Q: 3 clusters Score -1.168634e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -11686765.000000 Penalty: 3811.176514
	Iteration 16Q: 3 clusters Score -1.168676e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121634 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -11687080.000000 Penalty: 3811.176514
	Iteration 17Q: 3 clusters Score -1.168708e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122093 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -11687320.000000 Penalty: 3811.176514
	Iteration 18Q: 3 clusters Score -1.168732e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122399 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11687454.000000 Penalty: 3811.176514
	Iteration 19Q: 3 clusters Score -1.168745e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122617 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11687557.000000 Penalty: 3811.176514
	Iteration 20F: 3 clusters Score -1.168756e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122774 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11687679.000000 Penalty: 3811.176514
	Iteration 21Q: 3 clusters Score -1.168768e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11687714.000000 Penalty: 3811.176514
	Iteration 22Q: 3 clusters Score -1.168771e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122957 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11687743.000000 Penalty: 3811.176514
	Iteration 23Q: 3 clusters Score -1.168774e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11687778.000000 Penalty: 3811.176514
	Iteration 24Q: 3 clusters Score -1.168778e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123063 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11687824.000000 Penalty: 3811.176514
	Iteration 25Q: 3 clusters Score -1.168782e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123104 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11687852.000000 Penalty: 3811.176514
	Iteration 26Q: 3 clusters Score -1.168785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11687865.000000 Penalty: 3811.176514
	Iteration 27Q: 3 clusters Score -1.168786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123155 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11687881.000000 Penalty: 3811.176514
	Iteration 28Q: 3 clusters Score -1.168788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11687892.000000 Penalty: 3811.176514
	Iteration 29Q: 3 clusters Score -1.168789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123185 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11687903.000000 Penalty: 3811.176514
	Iteration 30Q: 3 clusters Score -1.16879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11687908.000000 Penalty: 3811.176514
	Iteration 31Q: 3 clusters Score -1.168791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123201 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11687909.000000 Penalty: 3811.176514
	Iteration 32Q: 3 clusters Score -1.168791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123207 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11687914.000000 Penalty: 3811.176514
	Iteration 33Q: 3 clusters Score -1.168791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123214 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11687916.000000 Penalty: 3811.176514
	Iteration 34Q: 3 clusters Score -1.168792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123218 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11687924.000000 Penalty: 3811.176514
	Iteration 35Q: 3 clusters Score -1.168792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123222 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11687919.000000 Penalty: 3811.176514
	Iteration 36Q: 3 clusters Score -1.168792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11687921.000000 Penalty: 3811.176514
	Iteration 37Q: 3 clusters Score -1.168792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -11687932.000000 Penalty: 3811.176514
	Iteration 38Q: 3 clusters Score -1.168793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123231 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11687930.000000 Penalty: 3811.176514
	Iteration 39Q: 3 clusters Score -1.168793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11687929.000000 Penalty: 3811.176514
	Iteration 40F: 3 clusters Score -1.168793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123231 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11687928.000000 Penalty: 3811.176514
	Iteration 41Q: 3 clusters Score -1.168793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123233 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -11687929.000000 Penalty: 3811.176514
	Iteration 42Q: 3 clusters Score -1.168793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123236 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11687929.000000 Penalty: 3811.176514
	Iteration 43Q: 3 clusters Score -1.168793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123237 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11687936.000000 Penalty: 3811.176514
	Iteration 44Q: 3 clusters Score -1.168794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123241 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11687931.000000 Penalty: 3811.176514
	Iteration 45Q: 3 clusters Score -1.168793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11687938.000000 Penalty: 3811.176514
	Iteration 46Q: 3 clusters Score -1.168794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11687932.000000 Penalty: 3811.176514
	Iteration 47Q: 3 clusters Score -1.168793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123248 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11687928.000000 Penalty: 3811.176514
	Iteration 48Q: 3 clusters Score -1.168793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123250 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11687938.000000 Penalty: 3811.176514
	Iteration 49Q: 3 clusters Score -1.168794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123253 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11687939.000000 Penalty: 3811.176514
	Iteration 50Q: 3 clusters Score -1.168794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123253 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11687939.000000 Penalty: 3811.176514
	Iteration 51F: 3 clusters Score -1.168794e+07 nChanged 0
--- Evaluating fit on full set of 1731321 points ---
Entering Unmasked Estep 
Score: -154917440.000000 Penalty: 46684.285156
20->21 Clusters: Score -154917440.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 577107 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 28959 members 
Mstep: Class 3 contains 29037 members 
Mstep: Class 4 contains 28617 members 
Mstep: Class 5 contains 28834 members 
Mstep: Class 6 contains 28351 members 
Mstep: Class 7 contains 28952 members 
Mstep: Class 8 contains 28837 members 
Mstep: Class 9 contains 28924 members 
Mstep: Class 10 contains 28985 members 
Mstep: Class 11 contains 28668 members 
Mstep: Class 12 contains 28906 members 
Mstep: Class 13 contains 28912 members 
Mstep: Class 14 contains 28748 members 
Mstep: Class 15 contains 28740 members 
Mstep: Class 16 contains 28927 members 
Mstep: Class 17 contains 28828 members 
Mstep: Class 18 contains 28766 members 
Mstep: Class 19 contains 29028 members 
Mstep: Class 20 contains 29118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 554.530334 but Gain 2155.691406
Score: -48555888.000000 Penalty: 40958.105469
Iteration 0F: 20 clusters Score -4.855589e+07 nChanged 544159
Entering Unmasked Mstep 
Mstep: Class 0 contains 528 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 38391 members 
Mstep: Class 3 contains 26565 members 
Mstep: Class 4 contains 34804 members 
Mstep: Class 5 contains 23883 members 
Mstep: Class 6 contains 15854 members 
Mstep: Class 7 contains 50910 members 
Mstep: Class 8 contains 25214 members 
Mstep: Class 9 contains 38343 members 
Mstep: Class 10 contains 24828 members 
Mstep: Class 11 contains 20755 members 
Mstep: Class 12 contains 23679 members 
Mstep: Class 13 contains 19966 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 16 contains 31759 members 
Mstep: Class 17 contains 24724 members 
Mstep: Class 18 contains 33507 members 
Mstep: Class 19 contains 28762 members 
Mstep: Class 20 contains 28638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50163364.000000 Penalty: 40958.105469
Iteration 1F: 20 clusters Score -5.016336e+07 nChanged 211167
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 31263 members 
Mstep: Class 3 contains 34880 members 
Mstep: Class 4 contains 40011 members 
Mstep: Class 5 contains 19186 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 77234 members 
Mstep: Class 8 contains 40103 members 
Mstep: Class 9 contains 23490 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 14603 members 
Mstep: Class 12 contains 17334 members 
Mstep: Class 13 contains 11976 members 
Mstep: Class 14 contains 24057 members 
Mstep: Class 16 contains 28271 members 
Mstep: Class 17 contains 18403 members 
Mstep: Class 18 contains 27231 members 
Mstep: Class 19 contains 43709 members 
Mstep: Class 20 contains 21477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50653580.000000 Penalty: 40958.105469
Iteration 2F: 20 clusters Score -5.065358e+07 nChanged 170862
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 40675 members 
Mstep: Class 4 contains 33550 members 
Mstep: Class 5 contains 16304 members 
Mstep: Class 6 contains 12782 members 
Mstep: Class 7 contains 93630 members 
Mstep: Class 8 contains 67523 members 
Mstep: Class 9 contains 14289 members 
Mstep: Class 10 contains 20985 members 
Mstep: Class 11 contains 10395 members 
Mstep: Class 12 contains 11784 members 
Mstep: Class 13 contains 7883 members 
Mstep: Class 14 contains 17334 members 
Mstep: Class 16 contains 25541 members 
Mstep: Class 17 contains 15243 members 
Mstep: Class 18 contains 30544 members 
Mstep: Class 19 contains 65685 members 
Mstep: Class 20 contains 16619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50941916.000000 Penalty: 40958.105469
Iteration 3F: 20 clusters Score -5.094192e+07 nChanged 130345
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 12815 members 
Mstep: Class 3 contains 39311 members 
Mstep: Class 4 contains 24368 members 
Mstep: Class 5 contains 15640 members 
Mstep: Class 6 contains 10895 members 
Mstep: Class 7 contains 99503 members 
Mstep: Class 8 contains 94678 members 
Mstep: Class 9 contains 12307 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 16 contains 24138 members 
Mstep: Class 17 contains 14076 members 
Mstep: Class 18 contains 37236 members 
Mstep: Class 19 contains 88070 members 
Mstep: Class 20 contains 13550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51113768.000000 Penalty: 40958.105469
Iteration 4F: 20 clusters Score -5.111377e+07 nChanged 93194
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 7498 members 
Mstep: Class 3 contains 36049 members 
Mstep: Class 4 contains 17576 members 
Mstep: Class 5 contains 14620 members 
Mstep: Class 6 contains 8758 members 
Mstep: Class 7 contains 101226 members 
Mstep: Class 8 contains 117085 members 
Mstep: Class 9 contains 12391 members 
Mstep: Class 10 contains 10564 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 6113 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 7332 members 
Mstep: Class 16 contains 23400 members 
Mstep: Class 17 contains 12041 members 
Mstep: Class 18 contains 39006 members 
Mstep: Class 19 contains 108490 members 
Mstep: Class 20 contains 11673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51216972.000000 Penalty: 40958.105469
Iteration 5F: 20 clusters Score -5.121697e+07 nChanged 66168
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 32737 members 
Mstep: Class 4 contains 13570 members 
Mstep: Class 5 contains 12444 members 
Mstep: Class 6 contains 7675 members 
Mstep: Class 7 contains 101516 members 
Mstep: Class 8 contains 134099 members 
Mstep: Class 9 contains 12561 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 11 contains 11875 members 
Mstep: Class 12 contains 4438 members 
Mstep: Class 13 contains 2219 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 16 contains 23327 members 
Mstep: Class 17 contains 9649 members 
Mstep: Class 18 contains 35917 members 
Mstep: Class 19 contains 127050 members 
Mstep: Class 20 contains 10244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51284376.000000 Penalty: 40958.105469
Iteration 6F: 20 clusters Score -5.128438e+07 nChanged 49543
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 29423 members 
Mstep: Class 4 contains 11268 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 7208 members 
Mstep: Class 7 contains 100635 members 
Mstep: Class 8 contains 146356 members 
Mstep: Class 9 contains 12582 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 13042 members 
Mstep: Class 12 contains 3213 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 17 contains 7799 members 
Mstep: Class 18 contains 30418 members 
Mstep: Class 19 contains 143606 members 
Mstep: Class 20 contains 9006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51329992.000000 Penalty: 40958.105469
Iteration 7F: 20 clusters Score -5.132999e+07 nChanged 38810
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 25640 members 
Mstep: Class 4 contains 9819 members 
Mstep: Class 5 contains 7440 members 
Mstep: Class 6 contains 7101 members 
Mstep: Class 7 contains 98651 members 
Mstep: Class 8 contains 154854 members 
Mstep: Class 9 contains 12554 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 14066 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 3939 members 
Mstep: Class 16 contains 25918 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 157618 members 
Mstep: Class 20 contains 8061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1625.478638 but Gain 2155.687500
Score: -51364500.000000 Penalty: 38802.417969
Iteration 8F: 19 clusters Score -5.13645e+07 nChanged 34286
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 20205 members 
Mstep: Class 4 contains 8604 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 6948 members 
Mstep: Class 7 contains 95901 members 
Mstep: Class 8 contains 161260 members 
Mstep: Class 9 contains 12691 members 
Mstep: Class 10 contains 2353 members 
Mstep: Class 11 contains 15269 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 3710 members 
Mstep: Class 16 contains 29770 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 18653 members 
Mstep: Class 19 contains 169663 members 
Mstep: Class 20 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51396324.000000 Penalty: 38802.417969
Iteration 9F: 19 clusters Score -5.139632e+07 nChanged 29667
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 7553 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 92513 members 
Mstep: Class 8 contains 166575 members 
Mstep: Class 9 contains 13046 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 16560 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 16 contains 36371 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 14136 members 
Mstep: Class 19 contains 177338 members 
Mstep: Class 20 contains 6995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51427128.000000 Penalty: 38802.417969
Iteration 10F: 19 clusters Score -5.142713e+07 nChanged 24825
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 6589 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 88643 members 
Mstep: Class 8 contains 171616 members 
Mstep: Class 9 contains 13661 members 
Mstep: Class 10 contains 2762 members 
Mstep: Class 11 contains 17558 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 16 contains 42335 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 10923 members 
Mstep: Class 19 contains 182414 members 
Mstep: Class 20 contains 6610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51454876.000000 Penalty: 38802.417969
Iteration 11Q: 19 clusters Score -5.145488e+07 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 2481 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 7 contains 84336 members 
Mstep: Class 8 contains 176600 members 
Mstep: Class 9 contains 14432 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 3404 members 
Mstep: Class 16 contains 43852 members 
Mstep: Class 17 contains 5594 members 
Mstep: Class 18 contains 8625 members 
Mstep: Class 19 contains 185717 members 
Mstep: Class 20 contains 6373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51469824.000000 Penalty: 38802.417969
Iteration 12Q: 19 clusters Score -5.146982e+07 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 79685 members 
Mstep: Class 8 contains 181678 members 
Mstep: Class 9 contains 15000 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 18502 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 16 contains 43578 members 
Mstep: Class 17 contains 5662 members 
Mstep: Class 18 contains 6973 members 
Mstep: Class 19 contains 187805 members 
Mstep: Class 20 contains 6215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1943.818604 but Gain 2155.691406
Score: -51479024.000000 Penalty: 36646.726562
Iteration 13Q: 18 clusters Score -5.147902e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 2386 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 75036 members 
Mstep: Class 8 contains 186846 members 
Mstep: Class 9 contains 15324 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 18537 members 
Mstep: Class 13 contains 2336 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 16 contains 43327 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 5913 members 
Mstep: Class 19 contains 190539 members 
Mstep: Class 20 contains 6184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51487632.000000 Penalty: 36646.726562
Iteration 14Q: 18 clusters Score -5.148763e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 6 contains 6047 members 
Mstep: Class 7 contains 70890 members 
Mstep: Class 8 contains 191459 members 
Mstep: Class 9 contains 15510 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 13 contains 2444 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 16 contains 43165 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 191103 members 
Mstep: Class 20 contains 6157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51493864.000000 Penalty: 36646.726562
Iteration 15Q: 18 clusters Score -5.149386e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 6 contains 6122 members 
Mstep: Class 7 contains 67777 members 
Mstep: Class 8 contains 195092 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 17878 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 16 contains 43048 members 
Mstep: Class 17 contains 5846 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 191491 members 
Mstep: Class 20 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51498996.000000 Penalty: 36646.726562
Iteration 16Q: 18 clusters Score -5.1499e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 6 contains 6199 members 
Mstep: Class 7 contains 65725 members 
Mstep: Class 8 contains 197645 members 
Mstep: Class 9 contains 15677 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 17367 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 3648 members 
Mstep: Class 16 contains 42976 members 
Mstep: Class 17 contains 5905 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 191761 members 
Mstep: Class 20 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51502164.000000 Penalty: 36646.726562
Iteration 17Q: 18 clusters Score -5.150216e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 6 contains 6285 members 
Mstep: Class 7 contains 64460 members 
Mstep: Class 8 contains 199281 members 
Mstep: Class 9 contains 15700 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 16883 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 3743 members 
Mstep: Class 16 contains 42929 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 3383 members 
Mstep: Class 19 contains 191952 members 
Mstep: Class 20 contains 6183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51504044.000000 Penalty: 36646.726562
Iteration 18Q: 18 clusters Score -5.150404e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 63688 members 
Mstep: Class 8 contains 200251 members 
Mstep: Class 9 contains 15719 members 
Mstep: Class 10 contains 4209 members 
Mstep: Class 11 contains 16522 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 3822 members 
Mstep: Class 16 contains 42897 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 192094 members 
Mstep: Class 20 contains 6237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51505000.000000 Penalty: 36646.726562
Iteration 19Q: 18 clusters Score -5.1505e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 2897 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 63286 members 
Mstep: Class 8 contains 200800 members 
Mstep: Class 9 contains 15730 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 16236 members 
Mstep: Class 13 contains 2799 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 16 contains 42874 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 2784 members 
Mstep: Class 19 contains 192170 members 
Mstep: Class 20 contains 6264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51507784.000000 Penalty: 36646.726562
Iteration 20F: 18 clusters Score -5.150778e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 6 contains 6244 members 
Mstep: Class 7 contains 63050 members 
Mstep: Class 8 contains 201011 members 
Mstep: Class 9 contains 15736 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 16000 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 16 contains 42852 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 192155 members 
Mstep: Class 20 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51509920.000000 Penalty: 36646.726562
Iteration 21Q: 18 clusters Score -5.150992e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1255 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 6 contains 6251 members 
Mstep: Class 7 contains 62943 members 
Mstep: Class 8 contains 201017 members 
Mstep: Class 9 contains 15683 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 3989 members 
Mstep: Class 16 contains 42790 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 192080 members 
Mstep: Class 20 contains 6275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51511172.000000 Penalty: 36646.726562
Iteration 22Q: 18 clusters Score -5.151117e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1295 members 
Mstep: Class 3 contains 3224 members 
Mstep: Class 4 contains 2506 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 62909 members 
Mstep: Class 8 contains 200966 members 
Mstep: Class 9 contains 15599 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 15702 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 4021 members 
Mstep: Class 16 contains 42710 members 
Mstep: Class 17 contains 6457 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 191904 members 
Mstep: Class 20 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51512096.000000 Penalty: 36646.726562
Iteration 23Q: 18 clusters Score -5.15121e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 62923 members 
Mstep: Class 8 contains 200905 members 
Mstep: Class 9 contains 15533 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 16 contains 42640 members 
Mstep: Class 17 contains 6540 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 191746 members 
Mstep: Class 20 contains 6343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51512696.000000 Penalty: 36646.726562
Iteration 24Q: 18 clusters Score -5.15127e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 62963 members 
Mstep: Class 8 contains 200832 members 
Mstep: Class 9 contains 15484 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 15517 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 16 contains 42579 members 
Mstep: Class 17 contains 6607 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 191572 members 
Mstep: Class 20 contains 6393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51512972.000000 Penalty: 36646.726562
Iteration 25Q: 18 clusters Score -5.151297e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 63008 members 
Mstep: Class 8 contains 200744 members 
Mstep: Class 9 contains 15448 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 16 contains 42538 members 
Mstep: Class 17 contains 6670 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 191422 members 
Mstep: Class 20 contains 6421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51513136.000000 Penalty: 36646.726562
Iteration 26Q: 18 clusters Score -5.151314e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 2100 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 63040 members 
Mstep: Class 8 contains 200592 members 
Mstep: Class 9 contains 15412 members 
Mstep: Class 10 contains 5635 members 
Mstep: Class 11 contains 15392 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 4086 members 
Mstep: Class 16 contains 42510 members 
Mstep: Class 17 contains 6716 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 191317 members 
Mstep: Class 20 contains 6428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51513264.000000 Penalty: 36646.726562
Iteration 27Q: 18 clusters Score -5.151326e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 6 contains 6823 members 
Mstep: Class 7 contains 63069 members 
Mstep: Class 8 contains 200421 members 
Mstep: Class 9 contains 15428 members 
Mstep: Class 10 contains 5827 members 
Mstep: Class 11 contains 15351 members 
Mstep: Class 13 contains 3087 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 16 contains 42482 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 191176 members 
Mstep: Class 20 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51513580.000000 Penalty: 36646.726562
Iteration 28Q: 18 clusters Score -5.151358e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 6 contains 6856 members 
Mstep: Class 7 contains 63081 members 
Mstep: Class 8 contains 200205 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 6037 members 
Mstep: Class 11 contains 15318 members 
Mstep: Class 13 contains 3114 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 16 contains 42466 members 
Mstep: Class 17 contains 6817 members 
Mstep: Class 18 contains 1805 members 
Mstep: Class 19 contains 191048 members 
Mstep: Class 20 contains 6458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51513980.000000 Penalty: 36646.726562
Iteration 29Q: 18 clusters Score -5.151398e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1575 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 6 contains 6872 members 
Mstep: Class 7 contains 63097 members 
Mstep: Class 8 contains 199976 members 
Mstep: Class 9 contains 15402 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 15298 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 16 contains 42455 members 
Mstep: Class 17 contains 6869 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 190934 members 
Mstep: Class 20 contains 6480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51514264.000000 Penalty: 36646.726562
Iteration 30Q: 18 clusters Score -5.151426e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 63114 members 
Mstep: Class 8 contains 199731 members 
Mstep: Class 9 contains 15383 members 
Mstep: Class 10 contains 6510 members 
Mstep: Class 11 contains 15280 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 16 contains 42441 members 
Mstep: Class 17 contains 6914 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 190840 members 
Mstep: Class 20 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51514380.000000 Penalty: 36646.726562
Iteration 31Q: 18 clusters Score -5.151438e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 63107 members 
Mstep: Class 8 contains 199456 members 
Mstep: Class 9 contains 15375 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 15263 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 4148 members 
Mstep: Class 16 contains 42428 members 
Mstep: Class 17 contains 6939 members 
Mstep: Class 18 contains 1714 members 
Mstep: Class 19 contains 190798 members 
Mstep: Class 20 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51514772.000000 Penalty: 36646.726562
Iteration 32Q: 18 clusters Score -5.151477e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 1662 members 
Mstep: Class 6 contains 6894 members 
Mstep: Class 7 contains 63119 members 
Mstep: Class 8 contains 199140 members 
Mstep: Class 9 contains 15353 members 
Mstep: Class 10 contains 7088 members 
Mstep: Class 11 contains 15251 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 16 contains 42423 members 
Mstep: Class 17 contains 6970 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 190736 members 
Mstep: Class 20 contains 6535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51514940.000000 Penalty: 36646.726562
Iteration 33Q: 18 clusters Score -5.151494e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1691 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 6 contains 6899 members 
Mstep: Class 7 contains 63129 members 
Mstep: Class 8 contains 198788 members 
Mstep: Class 9 contains 15322 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 15248 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 4185 members 
Mstep: Class 16 contains 42417 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 190684 members 
Mstep: Class 20 contains 6549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51515132.000000 Penalty: 36646.726562
Iteration 34Q: 18 clusters Score -5.151513e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 63143 members 
Mstep: Class 8 contains 198390 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 15242 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 16 contains 42407 members 
Mstep: Class 17 contains 7004 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 190623 members 
Mstep: Class 20 contains 6560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2126.942383 but Gain 2155.691406
Score: -51515440.000000 Penalty: 34491.035156
Iteration 35Q: 17 clusters Score -5.151544e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 6 contains 6886 members 
Mstep: Class 7 contains 63161 members 
Mstep: Class 8 contains 198855 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 8154 members 
Mstep: Class 11 contains 15239 members 
Mstep: Class 13 contains 3208 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 16 contains 42405 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 190573 members 
Mstep: Class 20 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51517284.000000 Penalty: 34491.035156
Iteration 36Q: 17 clusters Score -5.151728e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 6 contains 6882 members 
Mstep: Class 7 contains 63183 members 
Mstep: Class 8 contains 198275 members 
Mstep: Class 9 contains 15233 members 
Mstep: Class 10 contains 8533 members 
Mstep: Class 11 contains 15237 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 4399 members 
Mstep: Class 16 contains 42400 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 190515 members 
Mstep: Class 20 contains 6601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51517504.000000 Penalty: 34491.035156
Iteration 37Q: 17 clusters Score -5.15175e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 6 contains 6879 members 
Mstep: Class 7 contains 63205 members 
Mstep: Class 8 contains 197689 members 
Mstep: Class 9 contains 15210 members 
Mstep: Class 10 contains 8926 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 16 contains 42398 members 
Mstep: Class 17 contains 7070 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 190464 members 
Mstep: Class 20 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51517924.000000 Penalty: 34491.035156
Iteration 38Q: 17 clusters Score -5.151792e+07 nChanged 1161
Entering ConstructFrom: 
Score: -51517924.000000 Penalty: 34491.035156
Entering ConstructFrom: 
Trying to split cluster 1 (8992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Entering Unmasked Estep 
Score: -847357.875000 Penalty: 1479.414795
	Iteration 0F: 2 clusters Score -847357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -840882.375000 Penalty: 2958.829590
	Iteration 0F: 3 clusters Score -840882.4 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -842872.625000 Penalty: 2958.829590
	Iteration 1F: 3 clusters Score -842872.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -843092.187500 Penalty: 2958.829590
	Iteration 2F: 3 clusters Score -843092.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -843292.875000 Penalty: 2958.829590
	Iteration 3F: 3 clusters Score -843292.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -843488.875000 Penalty: 2958.829590
	Iteration 4Q: 3 clusters Score -843488.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -843715.250000 Penalty: 2958.829590
	Iteration 5Q: 3 clusters Score -843715.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -843997.000000 Penalty: 2958.829590
	Iteration 6F: 3 clusters Score -843997 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -844376.500000 Penalty: 2958.829590
	Iteration 7F: 3 clusters Score -844376.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -844790.375000 Penalty: 2958.829590
	Iteration 8F: 3 clusters Score -844790.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -845154.875000 Penalty: 2958.829590
	Iteration 9F: 3 clusters Score -845154.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -845390.562500 Penalty: 2958.829590
	Iteration 10Q: 3 clusters Score -845390.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -845557.125000 Penalty: 2958.829590
	Iteration 11Q: 3 clusters Score -845557.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -845666.937500 Penalty: 2958.829590
	Iteration 12Q: 3 clusters Score -845666.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -845758.750000 Penalty: 2958.829590
	Iteration 13Q: 3 clusters Score -845758.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -845829.812500 Penalty: 2958.829590
	Iteration 14Q: 3 clusters Score -845829.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -845890.875000 Penalty: 2958.829590
	Iteration 15Q: 3 clusters Score -845890.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -845930.250000 Penalty: 2958.829590
	Iteration 16Q: 3 clusters Score -845930.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -845967.125000 Penalty: 2958.829590
	Iteration 17Q: 3 clusters Score -845967.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -846010.312500 Penalty: 2958.829590
	Iteration 18Q: 3 clusters Score -846010.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -846045.250000 Penalty: 2958.829590
	Iteration 19Q: 3 clusters Score -846045.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -846075.250000 Penalty: 2958.829590
	Iteration 20F: 3 clusters Score -846075.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -846099.625000 Penalty: 2958.829590
	Iteration 21Q: 3 clusters Score -846099.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -846123.875000 Penalty: 2958.829590
	Iteration 22Q: 3 clusters Score -846123.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -846135.625000 Penalty: 2958.829590
	Iteration 23Q: 3 clusters Score -846135.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -846151.062500 Penalty: 2958.829590
	Iteration 24Q: 3 clusters Score -846151.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -846160.250000 Penalty: 2958.829590
	Iteration 25Q: 3 clusters Score -846160.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -846165.750000 Penalty: 2958.829590
	Iteration 26Q: 3 clusters Score -846165.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -846169.375000 Penalty: 2958.829590
	Iteration 27Q: 3 clusters Score -846169.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -846177.062500 Penalty: 2958.829590
	Iteration 28Q: 3 clusters Score -846177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -846181.500000 Penalty: 2958.829590
	Iteration 29Q: 3 clusters Score -846181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -846189.000000 Penalty: 2958.829590
	Iteration 30Q: 3 clusters Score -846189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -846189.687500 Penalty: 2958.829590
	Iteration 31Q: 3 clusters Score -846189.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -846193.687500 Penalty: 2958.829590
	Iteration 32Q: 3 clusters Score -846193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -846194.562500 Penalty: 2958.829590
	Iteration 33Q: 3 clusters Score -846194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -846195.625000 Penalty: 2958.829590
	Iteration 34Q: 3 clusters Score -846195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -846196.687500 Penalty: 2958.829590
	Iteration 35Q: 3 clusters Score -846196.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -846196.562500 Penalty: 2958.829590
	Iteration 36Q: 3 clusters Score -846196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -846196.875000 Penalty: 2958.829590
	Iteration 37Q: 3 clusters Score -846196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -846198.000000 Penalty: 2958.829590
	Iteration 38Q: 3 clusters Score -846198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -846201.312500 Penalty: 2958.829590
	Iteration 39Q: 3 clusters Score -846201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -846203.500000 Penalty: 2958.829590
	Iteration 40F: 3 clusters Score -846203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -846205.562500 Penalty: 2958.829590
	Iteration 41Q: 3 clusters Score -846205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -846208.625000 Penalty: 2958.829590
	Iteration 42Q: 3 clusters Score -846208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -846210.000000 Penalty: 2958.829590
	Iteration 43Q: 3 clusters Score -846210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -846212.125000 Penalty: 2958.829590
	Iteration 44Q: 3 clusters Score -846212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -846213.500000 Penalty: 2958.829590
	Iteration 45Q: 3 clusters Score -846213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -846216.125000 Penalty: 2958.829590
	Iteration 46Q: 3 clusters Score -846216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -846216.125000 Penalty: 2958.829590
	Iteration 47F: 3 clusters Score -846216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -161214.968750 Penalty: 1221.773682
	Iteration 0F: 2 clusters Score -161215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -159238.218750 Penalty: 2443.547363
	Iteration 0F: 3 clusters Score -159238.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -159638.265625 Penalty: 2443.547363
	Iteration 1F: 3 clusters Score -159638.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159724.625000 Penalty: 2443.547363
	Iteration 2F: 3 clusters Score -159724.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -159786.125000 Penalty: 2443.547363
	Iteration 3Q: 3 clusters Score -159786.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -159828.937500 Penalty: 2443.547363
	Iteration 4Q: 3 clusters Score -159828.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -159852.062500 Penalty: 2443.547363
	Iteration 5Q: 3 clusters Score -159852.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -159869.328125 Penalty: 2443.547363
	Iteration 6Q: 3 clusters Score -159869.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -159881.187500 Penalty: 2443.547363
	Iteration 7Q: 3 clusters Score -159881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -159890.515625 Penalty: 2443.547363
	Iteration 8Q: 3 clusters Score -159890.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -159898.531250 Penalty: 2443.547363
	Iteration 9Q: 3 clusters Score -159898.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -159905.109375 Penalty: 2443.547363
	Iteration 10Q: 3 clusters Score -159905.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -159911.046875 Penalty: 2443.547363
	Iteration 11Q: 3 clusters Score -159911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -159916.859375 Penalty: 2443.547363
	Iteration 12Q: 3 clusters Score -159916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -159918.437500 Penalty: 2443.547363
	Iteration 13Q: 3 clusters Score -159918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -159918.984375 Penalty: 2443.547363
	Iteration 14Q: 3 clusters Score -159919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -159922.343750 Penalty: 2443.547363
	Iteration 15Q: 3 clusters Score -159922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -159925.609375 Penalty: 2443.547363
	Iteration 16Q: 3 clusters Score -159925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -159930.015625 Penalty: 2443.547363
	Iteration 17Q: 3 clusters Score -159930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159934.062500 Penalty: 2443.547363
	Iteration 18Q: 3 clusters Score -159934.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -159938.812500 Penalty: 2443.547363
	Iteration 19Q: 3 clusters Score -159938.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -159944.390625 Penalty: 2443.547363
	Iteration 20F: 3 clusters Score -159944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -159949.640625 Penalty: 2443.547363
	Iteration 21Q: 3 clusters Score -159949.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -159955.843750 Penalty: 2443.547363
	Iteration 22Q: 3 clusters Score -159955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -159960.390625 Penalty: 2443.547363
	Iteration 23Q: 3 clusters Score -159960.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -159965.937500 Penalty: 2443.547363
	Iteration 24Q: 3 clusters Score -159965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -159972.828125 Penalty: 2443.547363
	Iteration 25Q: 3 clusters Score -159972.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -159983.703125 Penalty: 2443.547363
	Iteration 26Q: 3 clusters Score -159983.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -159988.984375 Penalty: 2443.547363
	Iteration 27Q: 3 clusters Score -159989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -159995.796875 Penalty: 2443.547363
	Iteration 28Q: 3 clusters Score -159995.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -160002.625000 Penalty: 2443.547363
	Iteration 29Q: 3 clusters Score -160002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -160008.156250 Penalty: 2443.547363
	Iteration 30Q: 3 clusters Score -160008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -160015.921875 Penalty: 2443.547363
	Iteration 31Q: 3 clusters Score -160015.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -160024.765625 Penalty: 2443.547363
	Iteration 32Q: 3 clusters Score -160024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -160030.968750 Penalty: 2443.547363
	Iteration 33Q: 3 clusters Score -160031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -160034.437500 Penalty: 2443.547363
	Iteration 34Q: 3 clusters Score -160034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -160037.500000 Penalty: 2443.547363
	Iteration 35Q: 3 clusters Score -160037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -160040.609375 Penalty: 2443.547363
	Iteration 36Q: 3 clusters Score -160040.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -160044.046875 Penalty: 2443.547363
	Iteration 37Q: 3 clusters Score -160044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -160044.953125 Penalty: 2443.547363
	Iteration 38Q: 3 clusters Score -160045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -160046.015625 Penalty: 2443.547363
	Iteration 39Q: 3 clusters Score -160046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -160047.968750 Penalty: 2443.547363
	Iteration 40F: 3 clusters Score -160048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -160051.406250 Penalty: 2443.547363
	Iteration 41Q: 3 clusters Score -160051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -160053.468750 Penalty: 2443.547363
	Iteration 42Q: 3 clusters Score -160053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -160055.109375 Penalty: 2443.547363
	Iteration 43Q: 3 clusters Score -160055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -160056.265625 Penalty: 2443.547363
	Iteration 44Q: 3 clusters Score -160056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -160056.640625 Penalty: 2443.547363
	Iteration 45Q: 3 clusters Score -160056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -160057.562500 Penalty: 2443.547363
	Iteration 46Q: 3 clusters Score -160057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -160059.562500 Penalty: 2443.547363
	Iteration 47Q: 3 clusters Score -160059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -160059.828125 Penalty: 2443.547363
	Iteration 48Q: 3 clusters Score -160059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -160060.609375 Penalty: 2443.547363
	Iteration 49Q: 3 clusters Score -160060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -160063.031250 Penalty: 2443.547363
	Iteration 50Q: 3 clusters Score -160063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -160065.109375 Penalty: 2443.547363
	Iteration 51Q: 3 clusters Score -160065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -160065.593750 Penalty: 2443.547363
	Iteration 52Q: 3 clusters Score -160065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -160065.593750 Penalty: 2443.547363
	Iteration 53F: 3 clusters Score -160065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -276350.656250 Penalty: 1325.712402
	Iteration 0F: 2 clusters Score -276350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -273440.156250 Penalty: 2651.424805
	Iteration 0F: 3 clusters Score -273440.2 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -275193.343750 Penalty: 2651.424805
	Iteration 1F: 3 clusters Score -275193.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -276409.000000 Penalty: 2651.424805
	Iteration 2F: 3 clusters Score -276409 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -277001.437500 Penalty: 2651.424805
	Iteration 3F: 3 clusters Score -277001.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -277294.406250 Penalty: 2651.424805
	Iteration 4F: 3 clusters Score -277294.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -277406.687500 Penalty: 2651.424805
	Iteration 5Q: 3 clusters Score -277406.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -277447.281250 Penalty: 2651.424805
	Iteration 6Q: 3 clusters Score -277447.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -277474.937500 Penalty: 2651.424805
	Iteration 7Q: 3 clusters Score -277474.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -277529.750000 Penalty: 2651.424805
	Iteration 8Q: 3 clusters Score -277529.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -277610.593750 Penalty: 2651.424805
	Iteration 9Q: 3 clusters Score -277610.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -277714.000000 Penalty: 2651.424805
	Iteration 10Q: 3 clusters Score -277714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -277828.718750 Penalty: 2651.424805
	Iteration 11Q: 3 clusters Score -277828.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -277901.875000 Penalty: 2651.424805
	Iteration 12Q: 3 clusters Score -277901.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -277938.093750 Penalty: 2651.424805
	Iteration 13Q: 3 clusters Score -277938.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -277957.656250 Penalty: 2651.424805
	Iteration 14Q: 3 clusters Score -277957.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -277963.875000 Penalty: 2651.424805
	Iteration 15Q: 3 clusters Score -277963.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -277968.062500 Penalty: 2651.424805
	Iteration 16Q: 3 clusters Score -277968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -277972.062500 Penalty: 2651.424805
	Iteration 17Q: 3 clusters Score -277972.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -277975.187500 Penalty: 2651.424805
	Iteration 18Q: 3 clusters Score -277975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -277976.093750 Penalty: 2651.424805
	Iteration 19Q: 3 clusters Score -277976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -277977.156250 Penalty: 2651.424805
	Iteration 20F: 3 clusters Score -277977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -277977.156250 Penalty: 2651.424805
	Iteration 21Q: 3 clusters Score -277977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -277977.687500 Penalty: 2651.424805
	Iteration 22Q: 3 clusters Score -277977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -277977.687500 Penalty: 2651.424805
	Iteration 23F: 3 clusters Score -277977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 63233 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 9 contains 15188 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 190426 members 
Mstep: Class 20 contains 6621 members 
Entering Unmasked Estep 
Score: -51518932.000000 Penalty: 36646.726562
Splitting cluster 3 changes total score from -51517924.000000 to -51518932.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -548292.875000 Penalty: 1435.792603
	Iteration 0F: 2 clusters Score -548292.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -543236.812500 Penalty: 2871.585205
	Iteration 0F: 3 clusters Score -543236.8 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -545037.500000 Penalty: 2871.585205
	Iteration 1F: 3 clusters Score -545037.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -545777.312500 Penalty: 2871.585205
	Iteration 2F: 3 clusters Score -545777.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -546845.125000 Penalty: 2871.585205
	Iteration 3F: 3 clusters Score -546845.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -548275.750000 Penalty: 2871.585205
	Iteration 4F: 3 clusters Score -548275.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -549449.312500 Penalty: 2871.585205
	Iteration 5F: 3 clusters Score -549449.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -550215.375000 Penalty: 2871.585205
	Iteration 6F: 3 clusters Score -550215.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -550808.062500 Penalty: 2871.585205
	Iteration 7F: 3 clusters Score -550808.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -551072.312500 Penalty: 2871.585205
	Iteration 8Q: 3 clusters Score -551072.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -551163.062500 Penalty: 2871.585205
	Iteration 9Q: 3 clusters Score -551163.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -551197.875000 Penalty: 2871.585205
	Iteration 10Q: 3 clusters Score -551197.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -551214.437500 Penalty: 2871.585205
	Iteration 11Q: 3 clusters Score -551214.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -551221.562500 Penalty: 2871.585205
	Iteration 12Q: 3 clusters Score -551221.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -551224.625000 Penalty: 2871.585205
	Iteration 13Q: 3 clusters Score -551224.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -551232.812500 Penalty: 2871.585205
	Iteration 14Q: 3 clusters Score -551232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -551234.437500 Penalty: 2871.585205
	Iteration 15Q: 3 clusters Score -551234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -551236.062500 Penalty: 2871.585205
	Iteration 16Q: 3 clusters Score -551236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -551239.187500 Penalty: 2871.585205
	Iteration 17Q: 3 clusters Score -551239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -551239.437500 Penalty: 2871.585205
	Iteration 18Q: 3 clusters Score -551239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -551237.687500 Penalty: 2871.585205
	Iteration 19Q: 3 clusters Score -551237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -551237.687500 Penalty: 2871.585205
	Iteration 20F: 3 clusters Score -551237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 63233 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 9 contains 15188 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 190426 members 
Mstep: Class 20 contains 6621 members 
Entering Unmasked Estep 
Score: -51521132.000000 Penalty: 38802.417969
Splitting cluster 6 changes total score from -51517924.000000 to -51521132.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (63233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Entering Unmasked Estep 
Score: -5892831.000000 Penalty: 1796.369507
	Iteration 0F: 2 clusters Score -5892831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5850404.000000 Penalty: 3592.739014
	Iteration 0F: 3 clusters Score -5850404 nChanged 29994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -5868318.000000 Penalty: 3592.739014
	Iteration 1F: 3 clusters Score -5868318 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -5870079.000000 Penalty: 3592.739014
	Iteration 2F: 3 clusters Score -5870079 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -5873530.500000 Penalty: 3592.739014
	Iteration 3F: 3 clusters Score -5873530 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -5878444.500000 Penalty: 3592.739014
	Iteration 4F: 3 clusters Score -5878444 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5883723.000000 Penalty: 3592.739014
	Iteration 5F: 3 clusters Score -5883723 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5887459.500000 Penalty: 3592.739014
	Iteration 6F: 3 clusters Score -5887460 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5889678.000000 Penalty: 3592.739014
	Iteration 7F: 3 clusters Score -5889678 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -5891525.000000 Penalty: 3592.739014
	Iteration 8Q: 3 clusters Score -5891525 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -5893384.500000 Penalty: 3592.739014
	Iteration 9Q: 3 clusters Score -5893384 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5895186.500000 Penalty: 3592.739014
	Iteration 10Q: 3 clusters Score -5895186 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5897048.000000 Penalty: 3592.739014
	Iteration 11Q: 3 clusters Score -5897048 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -5898796.000000 Penalty: 3592.739014
	Iteration 12Q: 3 clusters Score -5898796 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -5900121.000000 Penalty: 3592.739014
	Iteration 13Q: 3 clusters Score -5900121 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -5901248.500000 Penalty: 3592.739014
	Iteration 14Q: 3 clusters Score -5901248 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -5902094.500000 Penalty: 3592.739014
	Iteration 15Q: 3 clusters Score -5902094 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -5902655.500000 Penalty: 3592.739014
	Iteration 16Q: 3 clusters Score -5902656 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5903007.500000 Penalty: 3592.739014
	Iteration 17Q: 3 clusters Score -5903008 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -5903275.500000 Penalty: 3592.739014
	Iteration 18Q: 3 clusters Score -5903276 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5903434.500000 Penalty: 3592.739014
	Iteration 19Q: 3 clusters Score -5903434 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -5903515.500000 Penalty: 3592.739014
	Iteration 20F: 3 clusters Score -5903516 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5903557.500000 Penalty: 3592.739014
	Iteration 21Q: 3 clusters Score -5903558 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5903603.000000 Penalty: 3592.739014
	Iteration 22Q: 3 clusters Score -5903603 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5903634.500000 Penalty: 3592.739014
	Iteration 23Q: 3 clusters Score -5903634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5903636.500000 Penalty: 3592.739014
	Iteration 24Q: 3 clusters Score -5903636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -5903650.000000 Penalty: 3592.739014
	Iteration 25Q: 3 clusters Score -5903650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5903645.000000 Penalty: 3592.739014
	Iteration 26Q: 3 clusters Score -5903645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5903636.000000 Penalty: 3592.739014
	Iteration 27Q: 3 clusters Score -5903636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5903631.000000 Penalty: 3592.739014
	Iteration 28Q: 3 clusters Score -5903631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -5903645.000000 Penalty: 3592.739014
	Iteration 29Q: 3 clusters Score -5903645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5903633.000000 Penalty: 3592.739014
	Iteration 30Q: 3 clusters Score -5903633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -5903641.500000 Penalty: 3592.739014
	Iteration 31Q: 3 clusters Score -5903642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -5903652.000000 Penalty: 3592.739014
	Iteration 32Q: 3 clusters Score -5903652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -5903659.000000 Penalty: 3592.739014
	Iteration 33Q: 3 clusters Score -5903659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -5903650.000000 Penalty: 3592.739014
	Iteration 34Q: 3 clusters Score -5903650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -5903659.000000 Penalty: 3592.739014
	Iteration 35Q: 3 clusters Score -5903659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -5903655.000000 Penalty: 3592.739014
	Iteration 36Q: 3 clusters Score -5903655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -5903652.500000 Penalty: 3592.739014
	Iteration 37Q: 3 clusters Score -5903652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5903658.000000 Penalty: 3592.739014
	Iteration 38Q: 3 clusters Score -5903658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -5903658.500000 Penalty: 3592.739014
	Iteration 39Q: 3 clusters Score -5903658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -5903657.000000 Penalty: 3592.739014
	Iteration 40F: 3 clusters Score -5903657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -5903656.000000 Penalty: 3592.739014
	Iteration 41Q: 3 clusters Score -5903656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5903655.500000 Penalty: 3592.739014
	Iteration 42Q: 3 clusters Score -5903656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -5903655.500000 Penalty: 3592.739014
	Iteration 43Q: 3 clusters Score -5903656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -5903657.000000 Penalty: 3592.739014
	Iteration 44Q: 3 clusters Score -5903657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -5903660.000000 Penalty: 3592.739014
	Iteration 45Q: 3 clusters Score -5903660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5903654.500000 Penalty: 3592.739014
	Iteration 46Q: 3 clusters Score -5903654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -5903652.000000 Penalty: 3592.739014
	Iteration 47Q: 3 clusters Score -5903652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5903654.500000 Penalty: 3592.739014
	Iteration 48Q: 3 clusters Score -5903654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5903656.500000 Penalty: 3592.739014
	Iteration 49Q: 3 clusters Score -5903656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -5903654.000000 Penalty: 3592.739014
	Iteration 50Q: 3 clusters Score -5903654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -5903655.500000 Penalty: 3592.739014
	Iteration 51Q: 3 clusters Score -5903656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -5903653.000000 Penalty: 3592.739014
	Iteration 52Q: 3 clusters Score -5903653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -5903653.500000 Penalty: 3592.739014
	Iteration 53Q: 3 clusters Score -5903654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -5903653.500000 Penalty: 3592.739014
	Iteration 54F: 3 clusters Score -5903654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 20093 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 9 contains 15188 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 43140 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 190426 members 
Mstep: Class 20 contains 6621 members 
Entering Unmasked Estep 
Score: -51531576.000000 Penalty: 40958.105469
Splitting cluster 7 changes total score from -51517924.000000 to -51531576.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (197080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197080 members 
Entering Unmasked Estep 
Score: -18469256.000000 Penalty: 1981.096802
	Iteration 0F: 2 clusters Score -1.846926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -18337244.000000 Penalty: 3962.193604
	Iteration 0F: 3 clusters Score -1.833724e+07 nChanged 95294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99084 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -18394344.000000 Penalty: 3962.193604
	Iteration 1F: 3 clusters Score -1.839434e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 97395 members 
Entering Unmasked Estep 
Score: -18396752.000000 Penalty: 3962.193604
	Iteration 2Q: 3 clusters Score -1.839675e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -18400444.000000 Penalty: 3962.193604
	Iteration 3Q: 3 clusters Score -1.840044e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -18405606.000000 Penalty: 3962.193604
	Iteration 4F: 3 clusters Score -1.840561e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -18412556.000000 Penalty: 3962.193604
	Iteration 5F: 3 clusters Score -1.841256e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -18421348.000000 Penalty: 3962.193604
	Iteration 6F: 3 clusters Score -1.842135e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119684 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -18432734.000000 Penalty: 3962.193604
	Iteration 7F: 3 clusters Score -1.843273e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126248 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -18442798.000000 Penalty: 3962.193604
	Iteration 8F: 3 clusters Score -1.84428e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131311 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -18448916.000000 Penalty: 3962.193604
	Iteration 9F: 3 clusters Score -1.844892e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135246 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -18451998.000000 Penalty: 3962.193604
	Iteration 10Q: 3 clusters Score -1.8452e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -18453588.000000 Penalty: 3962.193604
	Iteration 11Q: 3 clusters Score -1.845359e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141669 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -18454554.000000 Penalty: 3962.193604
	Iteration 12Q: 3 clusters Score -1.845455e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -18455430.000000 Penalty: 3962.193604
	Iteration 13Q: 3 clusters Score -1.845543e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147303 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -18456140.000000 Penalty: 3962.193604
	Iteration 14Q: 3 clusters Score -1.845614e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -18456922.000000 Penalty: 3962.193604
	Iteration 15Q: 3 clusters Score -1.845692e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152567 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -18457720.000000 Penalty: 3962.193604
	Iteration 16Q: 3 clusters Score -1.845772e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -18458426.000000 Penalty: 3962.193604
	Iteration 17Q: 3 clusters Score -1.845843e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157937 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -18459218.000000 Penalty: 3962.193604
	Iteration 18Q: 3 clusters Score -1.845922e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160537 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -18460012.000000 Penalty: 3962.193604
	Iteration 19Q: 3 clusters Score -1.846001e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163047 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -18460892.000000 Penalty: 3962.193604
	Iteration 20F: 3 clusters Score -1.846089e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -18461684.000000 Penalty: 3962.193604
	Iteration 21Q: 3 clusters Score -1.846168e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167701 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -18462390.000000 Penalty: 3962.193604
	Iteration 22Q: 3 clusters Score -1.846239e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169849 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -18463004.000000 Penalty: 3962.193604
	Iteration 23Q: 3 clusters Score -1.8463e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171792 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -18463708.000000 Penalty: 3962.193604
	Iteration 24Q: 3 clusters Score -1.846371e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -18464276.000000 Penalty: 3962.193604
	Iteration 25Q: 3 clusters Score -1.846428e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175190 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -18464714.000000 Penalty: 3962.193604
	Iteration 26Q: 3 clusters Score -1.846471e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176602 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -18465144.000000 Penalty: 3962.193604
	Iteration 27Q: 3 clusters Score -1.846514e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177919 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -18465476.000000 Penalty: 3962.193604
	Iteration 28Q: 3 clusters Score -1.846548e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179107 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -18465726.000000 Penalty: 3962.193604
	Iteration 29Q: 3 clusters Score -1.846573e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180242 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -18466052.000000 Penalty: 3962.193604
	Iteration 30Q: 3 clusters Score -1.846605e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -18466300.000000 Penalty: 3962.193604
	Iteration 31Q: 3 clusters Score -1.84663e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182214 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -18466490.000000 Penalty: 3962.193604
	Iteration 32Q: 3 clusters Score -1.846649e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183101 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -18466722.000000 Penalty: 3962.193604
	Iteration 33Q: 3 clusters Score -1.846672e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183952 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -18466980.000000 Penalty: 3962.193604
	Iteration 34Q: 3 clusters Score -1.846698e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184700 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -18467136.000000 Penalty: 3962.193604
	Iteration 35Q: 3 clusters Score -1.846714e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185378 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -18467232.000000 Penalty: 3962.193604
	Iteration 36Q: 3 clusters Score -1.846723e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186020 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -18467428.000000 Penalty: 3962.193604
	Iteration 37Q: 3 clusters Score -1.846743e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186645 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -18467464.000000 Penalty: 3962.193604
	Iteration 38Q: 3 clusters Score -1.846746e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187216 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -18467574.000000 Penalty: 3962.193604
	Iteration 39Q: 3 clusters Score -1.846757e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187744 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -18467710.000000 Penalty: 3962.193604
	Iteration 40F: 3 clusters Score -1.846771e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188208 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -18467796.000000 Penalty: 3962.193604
	Iteration 41Q: 3 clusters Score -1.84678e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188638 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -18467886.000000 Penalty: 3962.193604
	Iteration 42Q: 3 clusters Score -1.846789e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189018 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -18467976.000000 Penalty: 3962.193604
	Iteration 43Q: 3 clusters Score -1.846798e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189353 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -18468006.000000 Penalty: 3962.193604
	Iteration 44Q: 3 clusters Score -1.846801e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189627 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -18468038.000000 Penalty: 3962.193604
	Iteration 45Q: 3 clusters Score -1.846804e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189882 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -18468066.000000 Penalty: 3962.193604
	Iteration 46Q: 3 clusters Score -1.846807e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190107 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -18468126.000000 Penalty: 3962.193604
	Iteration 47Q: 3 clusters Score -1.846813e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190336 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -18468192.000000 Penalty: 3962.193604
	Iteration 48Q: 3 clusters Score -1.846819e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190548 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -18468240.000000 Penalty: 3962.193604
	Iteration 49Q: 3 clusters Score -1.846824e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190769 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -18468274.000000 Penalty: 3962.193604
	Iteration 50Q: 3 clusters Score -1.846827e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190968 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -18468330.000000 Penalty: 3962.193604
	Iteration 51Q: 3 clusters Score -1.846833e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191130 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -18468374.000000 Penalty: 3962.193604
	Iteration 52Q: 3 clusters Score -1.846837e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191257 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -18468408.000000 Penalty: 3962.193604
	Iteration 53Q: 3 clusters Score -1.846841e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191385 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -18468422.000000 Penalty: 3962.193604
	Iteration 54Q: 3 clusters Score -1.846842e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191518 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -18468442.000000 Penalty: 3962.193604
	Iteration 55Q: 3 clusters Score -1.846844e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191617 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -18468470.000000 Penalty: 3962.193604
	Iteration 56Q: 3 clusters Score -1.846847e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191732 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -18468510.000000 Penalty: 3962.193604
	Iteration 57Q: 3 clusters Score -1.846851e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191820 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -18468506.000000 Penalty: 3962.193604
	Iteration 58Q: 3 clusters Score -1.846851e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191898 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -18468492.000000 Penalty: 3962.193604
	Iteration 59Q: 3 clusters Score -1.846849e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191969 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -18468506.000000 Penalty: 3962.193604
	Iteration 60F: 3 clusters Score -1.846851e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192040 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -18468532.000000 Penalty: 3962.193604
	Iteration 61Q: 3 clusters Score -1.846853e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192107 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -18468544.000000 Penalty: 3962.193604
	Iteration 62Q: 3 clusters Score -1.846854e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192176 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -18468560.000000 Penalty: 3962.193604
	Iteration 63Q: 3 clusters Score -1.846856e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192223 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -18468566.000000 Penalty: 3962.193604
	Iteration 64Q: 3 clusters Score -1.846857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192265 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -18468576.000000 Penalty: 3962.193604
	Iteration 65Q: 3 clusters Score -1.846858e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192297 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -18468576.000000 Penalty: 3962.193604
	Iteration 66Q: 3 clusters Score -1.846858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192338 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -18468576.000000 Penalty: 3962.193604
	Iteration 67Q: 3 clusters Score -1.846858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192372 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -18468590.000000 Penalty: 3962.193604
	Iteration 68Q: 3 clusters Score -1.846859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192400 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -18468574.000000 Penalty: 3962.193604
	Iteration 69Q: 3 clusters Score -1.846857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192423 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -18468584.000000 Penalty: 3962.193604
	Iteration 70Q: 3 clusters Score -1.846858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192450 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -18468580.000000 Penalty: 3962.193604
	Iteration 71Q: 3 clusters Score -1.846858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192478 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -18468584.000000 Penalty: 3962.193604
	Iteration 72Q: 3 clusters Score -1.846858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192501 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -18468598.000000 Penalty: 3962.193604
	Iteration 73Q: 3 clusters Score -1.84686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192515 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -18468580.000000 Penalty: 3962.193604
	Iteration 74Q: 3 clusters Score -1.846858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192532 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -18468594.000000 Penalty: 3962.193604
	Iteration 75Q: 3 clusters Score -1.846859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192540 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -18468576.000000 Penalty: 3962.193604
	Iteration 76Q: 3 clusters Score -1.846858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192548 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -18468576.000000 Penalty: 3962.193604
	Iteration 77Q: 3 clusters Score -1.846858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192557 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -18468582.000000 Penalty: 3962.193604
	Iteration 78Q: 3 clusters Score -1.846858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192564 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -18468576.000000 Penalty: 3962.193604
	Iteration 79Q: 3 clusters Score -1.846858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192572 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -18468588.000000 Penalty: 3962.193604
	Iteration 80F: 3 clusters Score -1.846859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192585 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -18468592.000000 Penalty: 3962.193604
	Iteration 81Q: 3 clusters Score -1.846859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192597 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -18468584.000000 Penalty: 3962.193604
	Iteration 82Q: 3 clusters Score -1.846858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192605 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -18468590.000000 Penalty: 3962.193604
	Iteration 83Q: 3 clusters Score -1.846859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192611 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -18468590.000000 Penalty: 3962.193604
	Iteration 84Q: 3 clusters Score -1.846859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192614 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -18468590.000000 Penalty: 3962.193604
	Iteration 85Q: 3 clusters Score -1.846859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192615 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -18468594.000000 Penalty: 3962.193604
	Iteration 86Q: 3 clusters Score -1.846859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192616 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -18468592.000000 Penalty: 3962.193604
	Iteration 87Q: 3 clusters Score -1.846859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192617 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -18468590.000000 Penalty: 3962.193604
	Iteration 88Q: 3 clusters Score -1.846859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192617 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -18468590.000000 Penalty: 3962.193604
	Iteration 89F: 3 clusters Score -1.846859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Entering Unmasked Estep 
Score: -1316398.500000 Penalty: 1564.592407
	Iteration 0F: 2 clusters Score -1316398 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 7643 members 
Entering Unmasked Estep 
Score: -1305936.875000 Penalty: 3129.184814
	Iteration 0F: 3 clusters Score -1305937 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1309716.875000 Penalty: 3129.184814
	Iteration 1F: 3 clusters Score -1309717 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1310239.000000 Penalty: 3129.184814
	Iteration 2F: 3 clusters Score -1310239 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1310896.625000 Penalty: 3129.184814
	Iteration 3F: 3 clusters Score -1310897 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1311699.750000 Penalty: 3129.184814
	Iteration 4F: 3 clusters Score -1311700 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1312524.750000 Penalty: 3129.184814
	Iteration 5F: 3 clusters Score -1312525 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1313165.625000 Penalty: 3129.184814
	Iteration 6F: 3 clusters Score -1313166 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1313628.500000 Penalty: 3129.184814
	Iteration 7Q: 3 clusters Score -1313628 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1313950.875000 Penalty: 3129.184814
	Iteration 8Q: 3 clusters Score -1313951 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1314184.000000 Penalty: 3129.184814
	Iteration 9Q: 3 clusters Score -1314184 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1314362.750000 Penalty: 3129.184814
	Iteration 10Q: 3 clusters Score -1314363 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1314496.375000 Penalty: 3129.184814
	Iteration 11Q: 3 clusters Score -1314496 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1314599.500000 Penalty: 3129.184814
	Iteration 12Q: 3 clusters Score -1314600 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1314684.750000 Penalty: 3129.184814
	Iteration 13Q: 3 clusters Score -1314685 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1314761.625000 Penalty: 3129.184814
	Iteration 14Q: 3 clusters Score -1314762 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1314843.250000 Penalty: 3129.184814
	Iteration 15Q: 3 clusters Score -1314843 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1314935.000000 Penalty: 3129.184814
	Iteration 16Q: 3 clusters Score -1314935 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1315036.500000 Penalty: 3129.184814
	Iteration 17Q: 3 clusters Score -1315036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1315147.250000 Penalty: 3129.184814
	Iteration 18Q: 3 clusters Score -1315147 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1315262.250000 Penalty: 3129.184814
	Iteration 19Q: 3 clusters Score -1315262 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1315360.875000 Penalty: 3129.184814
	Iteration 20F: 3 clusters Score -1315361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1315444.375000 Penalty: 3129.184814
	Iteration 21Q: 3 clusters Score -1315444 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1315496.750000 Penalty: 3129.184814
	Iteration 22Q: 3 clusters Score -1315497 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1315537.875000 Penalty: 3129.184814
	Iteration 23Q: 3 clusters Score -1315538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1315577.500000 Penalty: 3129.184814
	Iteration 24Q: 3 clusters Score -1315578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1315610.750000 Penalty: 3129.184814
	Iteration 25Q: 3 clusters Score -1315611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1315634.750000 Penalty: 3129.184814
	Iteration 26Q: 3 clusters Score -1315635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1315650.250000 Penalty: 3129.184814
	Iteration 27Q: 3 clusters Score -1315650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1315667.750000 Penalty: 3129.184814
	Iteration 28Q: 3 clusters Score -1315668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1315676.500000 Penalty: 3129.184814
	Iteration 29Q: 3 clusters Score -1315676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1315687.375000 Penalty: 3129.184814
	Iteration 30Q: 3 clusters Score -1315687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1315694.000000 Penalty: 3129.184814
	Iteration 31Q: 3 clusters Score -1315694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1315702.375000 Penalty: 3129.184814
	Iteration 32Q: 3 clusters Score -1315702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1315704.000000 Penalty: 3129.184814
	Iteration 33Q: 3 clusters Score -1315704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1315711.750000 Penalty: 3129.184814
	Iteration 34Q: 3 clusters Score -1315712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1315715.125000 Penalty: 3129.184814
	Iteration 35Q: 3 clusters Score -1315715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1315714.000000 Penalty: 3129.184814
	Iteration 36Q: 3 clusters Score -1315714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1315718.500000 Penalty: 3129.184814
	Iteration 37Q: 3 clusters Score -1315718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1315722.000000 Penalty: 3129.184814
	Iteration 38Q: 3 clusters Score -1315722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1315722.500000 Penalty: 3129.184814
	Iteration 39Q: 3 clusters Score -1315722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1315720.625000 Penalty: 3129.184814
	Iteration 40F: 3 clusters Score -1315721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1315721.125000 Penalty: 3129.184814
	Iteration 41Q: 3 clusters Score -1315721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1315720.000000 Penalty: 3129.184814
	Iteration 42Q: 3 clusters Score -1315720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1315724.375000 Penalty: 3129.184814
	Iteration 43Q: 3 clusters Score -1315724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1315723.750000 Penalty: 3129.184814
	Iteration 44Q: 3 clusters Score -1315724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1315722.375000 Penalty: 3129.184814
	Iteration 45Q: 3 clusters Score -1315722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1315720.625000 Penalty: 3129.184814
	Iteration 46Q: 3 clusters Score -1315721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1315721.750000 Penalty: 3129.184814
	Iteration 47Q: 3 clusters Score -1315722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1315723.750000 Penalty: 3129.184814
	Iteration 48Q: 3 clusters Score -1315724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1315721.875000 Penalty: 3129.184814
	Iteration 49Q: 3 clusters Score -1315722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1315721.875000 Penalty: 3129.184814
	Iteration 50Q: 3 clusters Score -1315722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1315725.875000 Penalty: 3129.184814
	Iteration 51Q: 3 clusters Score -1315726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1315724.375000 Penalty: 3129.184814
	Iteration 52Q: 3 clusters Score -1315724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1315724.875000 Penalty: 3129.184814
	Iteration 53Q: 3 clusters Score -1315725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1315725.250000 Penalty: 3129.184814
	Iteration 54Q: 3 clusters Score -1315725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1315727.000000 Penalty: 3129.184814
	Iteration 55Q: 3 clusters Score -1315727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1315726.375000 Penalty: 3129.184814
	Iteration 56Q: 3 clusters Score -1315726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1315726.125000 Penalty: 3129.184814
	Iteration 57Q: 3 clusters Score -1315726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1315726.125000 Penalty: 3129.184814
	Iteration 58F: 3 clusters Score -1315726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Entering Unmasked Estep 
Score: -858290.437500 Penalty: 1485.828369
	Iteration 0F: 2 clusters Score -858290.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -851556.625000 Penalty: 2971.656738
	Iteration 0F: 3 clusters Score -851556.6 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -854329.750000 Penalty: 2971.656738
	Iteration 1F: 3 clusters Score -854329.8 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -855797.812500 Penalty: 2971.656738
	Iteration 2F: 3 clusters Score -855797.8 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -857836.250000 Penalty: 2971.656738
	Iteration 3F: 3 clusters Score -857836.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -859734.812500 Penalty: 2971.656738
	Iteration 4F: 3 clusters Score -859734.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -860586.000000 Penalty: 2971.656738
	Iteration 5F: 3 clusters Score -860586 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -860866.812500 Penalty: 2971.656738
	Iteration 6Q: 3 clusters Score -860866.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -860941.250000 Penalty: 2971.656738
	Iteration 7Q: 3 clusters Score -860941.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -860957.250000 Penalty: 2971.656738
	Iteration 8Q: 3 clusters Score -860957.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -860963.937500 Penalty: 2971.656738
	Iteration 9Q: 3 clusters Score -860963.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -860967.750000 Penalty: 2971.656738
	Iteration 10Q: 3 clusters Score -860967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -860966.562500 Penalty: 2971.656738
	Iteration 11Q: 3 clusters Score -860966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -860968.500000 Penalty: 2971.656738
	Iteration 12Q: 3 clusters Score -860968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -860969.562500 Penalty: 2971.656738
	Iteration 13Q: 3 clusters Score -860969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -860971.437500 Penalty: 2971.656738
	Iteration 14Q: 3 clusters Score -860971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -860972.687500 Penalty: 2971.656738
	Iteration 15Q: 3 clusters Score -860972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -860972.875000 Penalty: 2971.656738
	Iteration 16Q: 3 clusters Score -860972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -860971.937500 Penalty: 2971.656738
	Iteration 17Q: 3 clusters Score -860971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -860971.437500 Penalty: 2971.656738
	Iteration 18Q: 3 clusters Score -860971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -860971.437500 Penalty: 2971.656738
	Iteration 19F: 3 clusters Score -860971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 20093 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 9 contains 15188 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 43140 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 6042 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 190426 members 
Mstep: Class 20 contains 6621 members 
Entering Unmasked Estep 
Score: -51533556.000000 Penalty: 43113.796875
Splitting cluster 10 changes total score from -51517924.000000 to -51533556.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 11 (15227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Entering Unmasked Estep 
Score: -1350691.625000 Penalty: 1565.009033
	Iteration 0F: 2 clusters Score -1350692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1340221.000000 Penalty: 3130.018066
	Iteration 0F: 3 clusters Score -1340221 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1344883.875000 Penalty: 3130.018066
	Iteration 1F: 3 clusters Score -1344884 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1346562.125000 Penalty: 3130.018066
	Iteration 2F: 3 clusters Score -1346562 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1348353.125000 Penalty: 3130.018066
	Iteration 3F: 3 clusters Score -1348353 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1349697.625000 Penalty: 3130.018066
	Iteration 4F: 3 clusters Score -1349698 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1350405.875000 Penalty: 3130.018066
	Iteration 5F: 3 clusters Score -1350406 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1350808.375000 Penalty: 3130.018066
	Iteration 6Q: 3 clusters Score -1350808 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1351092.125000 Penalty: 3130.018066
	Iteration 7Q: 3 clusters Score -1351092 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1351298.875000 Penalty: 3130.018066
	Iteration 8Q: 3 clusters Score -1351299 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1351481.875000 Penalty: 3130.018066
	Iteration 9Q: 3 clusters Score -1351482 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1351621.750000 Penalty: 3130.018066
	Iteration 10Q: 3 clusters Score -1351622 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1351730.875000 Penalty: 3130.018066
	Iteration 11Q: 3 clusters Score -1351731 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1351833.375000 Penalty: 3130.018066
	Iteration 12Q: 3 clusters Score -1351833 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1351902.000000 Penalty: 3130.018066
	Iteration 13Q: 3 clusters Score -1351902 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1351948.250000 Penalty: 3130.018066
	Iteration 14Q: 3 clusters Score -1351948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1351971.625000 Penalty: 3130.018066
	Iteration 15Q: 3 clusters Score -1351972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1351992.125000 Penalty: 3130.018066
	Iteration 16Q: 3 clusters Score -1351992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1352003.750000 Penalty: 3130.018066
	Iteration 17Q: 3 clusters Score -1352004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1352007.625000 Penalty: 3130.018066
	Iteration 18Q: 3 clusters Score -1352008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1352011.625000 Penalty: 3130.018066
	Iteration 19Q: 3 clusters Score -1352012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1352011.750000 Penalty: 3130.018066
	Iteration 20F: 3 clusters Score -1352012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1352011.750000 Penalty: 3130.018066
	Iteration 21Q: 3 clusters Score -1352012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1352009.000000 Penalty: 3130.018066
	Iteration 22Q: 3 clusters Score -1352009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1352010.875000 Penalty: 3130.018066
	Iteration 23Q: 3 clusters Score -1352011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1352010.875000 Penalty: 3130.018066
	Iteration 24Q: 3 clusters Score -1352011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1352010.500000 Penalty: 3130.018066
	Iteration 25Q: 3 clusters Score -1352010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1352012.875000 Penalty: 3130.018066
	Iteration 26Q: 3 clusters Score -1352013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1352016.125000 Penalty: 3130.018066
	Iteration 27Q: 3 clusters Score -1352016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1352017.000000 Penalty: 3130.018066
	Iteration 28Q: 3 clusters Score -1352017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1352016.625000 Penalty: 3130.018066
	Iteration 29Q: 3 clusters Score -1352017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1352018.625000 Penalty: 3130.018066
	Iteration 30Q: 3 clusters Score -1352019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1352016.500000 Penalty: 3130.018066
	Iteration 31Q: 3 clusters Score -1352016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1352015.125000 Penalty: 3130.018066
	Iteration 32Q: 3 clusters Score -1352015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1352015.500000 Penalty: 3130.018066
	Iteration 33Q: 3 clusters Score -1352016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1352016.625000 Penalty: 3130.018066
	Iteration 34Q: 3 clusters Score -1352017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1352014.875000 Penalty: 3130.018066
	Iteration 35Q: 3 clusters Score -1352015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1352014.875000 Penalty: 3130.018066
	Iteration 36F: 3 clusters Score -1352015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 20093 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 9 contains 15188 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 12 contains 43140 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 6042 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 190426 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 13842 members 
Entering Unmasked Estep 
Score: -51534520.000000 Penalty: 45269.484375
Splitting cluster 11 changes total score from -51517924.000000 to -51534520.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -272588.781250 Penalty: 1312.837280
	Iteration 0F: 2 clusters Score -272588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -269786.500000 Penalty: 2625.674561
	Iteration 0F: 3 clusters Score -269786.5 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -270748.687500 Penalty: 2625.674561
	Iteration 1F: 3 clusters Score -270748.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -271127.593750 Penalty: 2625.674561
	Iteration 2F: 3 clusters Score -271127.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -271511.312500 Penalty: 2625.674561
	Iteration 3F: 3 clusters Score -271511.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -271884.656250 Penalty: 2625.674561
	Iteration 4F: 3 clusters Score -271884.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -272164.687500 Penalty: 2625.674561
	Iteration 5F: 3 clusters Score -272164.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -272444.906250 Penalty: 2625.674561
	Iteration 6F: 3 clusters Score -272444.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -272797.218750 Penalty: 2625.674561
	Iteration 7Q: 3 clusters Score -272797.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -273028.593750 Penalty: 2625.674561
	Iteration 8Q: 3 clusters Score -273028.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -273080.531250 Penalty: 2625.674561
	Iteration 9Q: 3 clusters Score -273080.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -273100.625000 Penalty: 2625.674561
	Iteration 10Q: 3 clusters Score -273100.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -273111.500000 Penalty: 2625.674561
	Iteration 11Q: 3 clusters Score -273111.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -273122.093750 Penalty: 2625.674561
	Iteration 12Q: 3 clusters Score -273122.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -273129.000000 Penalty: 2625.674561
	Iteration 13Q: 3 clusters Score -273129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -273131.468750 Penalty: 2625.674561
	Iteration 14Q: 3 clusters Score -273131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -273133.031250 Penalty: 2625.674561
	Iteration 15Q: 3 clusters Score -273133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -273135.531250 Penalty: 2625.674561
	Iteration 16Q: 3 clusters Score -273135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -273136.343750 Penalty: 2625.674561
	Iteration 17Q: 3 clusters Score -273136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -273136.781250 Penalty: 2625.674561
	Iteration 18Q: 3 clusters Score -273136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -273138.000000 Penalty: 2625.674561
	Iteration 19Q: 3 clusters Score -273138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -273138.406250 Penalty: 2625.674561
	Iteration 20F: 3 clusters Score -273138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -273139.062500 Penalty: 2625.674561
	Iteration 21Q: 3 clusters Score -273139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -273139.406250 Penalty: 2625.674561
	Iteration 22Q: 3 clusters Score -273139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -273139.687500 Penalty: 2625.674561
	Iteration 23Q: 3 clusters Score -273139.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -273140.187500 Penalty: 2625.674561
	Iteration 24Q: 3 clusters Score -273140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -273140.187500 Penalty: 2625.674561
	Iteration 25F: 3 clusters Score -273140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 20093 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 9 contains 15188 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 12 contains 43140 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 6042 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 190426 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 13842 members 
Mstep: Class 22 contains 904 members 
Entering Unmasked Estep 
Score: -51534356.000000 Penalty: 47425.175781
Splitting cluster 13 changes total score from -51517924.000000 to -51534356.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -392990.250000 Penalty: 1365.544800
	Iteration 0F: 2 clusters Score -392990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -389398.687500 Penalty: 2731.089600
	Iteration 0F: 3 clusters Score -389398.7 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -390412.125000 Penalty: 2731.089600
	Iteration 1F: 3 clusters Score -390412.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -390561.625000 Penalty: 2731.089600
	Iteration 2F: 3 clusters Score -390561.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -390666.125000 Penalty: 2731.089600
	Iteration 3Q: 3 clusters Score -390666.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -390738.437500 Penalty: 2731.089600
	Iteration 4Q: 3 clusters Score -390738.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -390801.812500 Penalty: 2731.089600
	Iteration 5Q: 3 clusters Score -390801.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -390859.437500 Penalty: 2731.089600
	Iteration 6Q: 3 clusters Score -390859.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -390917.500000 Penalty: 2731.089600
	Iteration 7Q: 3 clusters Score -390917.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -390976.062500 Penalty: 2731.089600
	Iteration 8Q: 3 clusters Score -390976.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -391035.156250 Penalty: 2731.089600
	Iteration 9Q: 3 clusters Score -391035.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -391096.281250 Penalty: 2731.089600
	Iteration 10Q: 3 clusters Score -391096.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -391175.656250 Penalty: 2731.089600
	Iteration 11Q: 3 clusters Score -391175.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -391270.093750 Penalty: 2731.089600
	Iteration 12Q: 3 clusters Score -391270.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -391357.875000 Penalty: 2731.089600
	Iteration 13Q: 3 clusters Score -391357.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -391443.625000 Penalty: 2731.089600
	Iteration 14Q: 3 clusters Score -391443.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -391510.843750 Penalty: 2731.089600
	Iteration 15Q: 3 clusters Score -391510.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -391588.406250 Penalty: 2731.089600
	Iteration 16Q: 3 clusters Score -391588.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -391667.281250 Penalty: 2731.089600
	Iteration 17Q: 3 clusters Score -391667.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -391717.937500 Penalty: 2731.089600
	Iteration 18Q: 3 clusters Score -391717.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -391755.875000 Penalty: 2731.089600
	Iteration 19Q: 3 clusters Score -391755.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -391791.968750 Penalty: 2731.089600
	Iteration 20F: 3 clusters Score -391792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -391826.875000 Penalty: 2731.089600
	Iteration 21Q: 3 clusters Score -391826.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -391857.718750 Penalty: 2731.089600
	Iteration 22Q: 3 clusters Score -391857.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -391883.093750 Penalty: 2731.089600
	Iteration 23Q: 3 clusters Score -391883.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -391897.718750 Penalty: 2731.089600
	Iteration 24Q: 3 clusters Score -391897.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -391907.843750 Penalty: 2731.089600
	Iteration 25Q: 3 clusters Score -391907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -391920.937500 Penalty: 2731.089600
	Iteration 26Q: 3 clusters Score -391920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -391941.875000 Penalty: 2731.089600
	Iteration 27Q: 3 clusters Score -391941.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -391953.156250 Penalty: 2731.089600
	Iteration 28Q: 3 clusters Score -391953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -391959.812500 Penalty: 2731.089600
	Iteration 29Q: 3 clusters Score -391959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -391963.093750 Penalty: 2731.089600
	Iteration 30Q: 3 clusters Score -391963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -391964.812500 Penalty: 2731.089600
	Iteration 31Q: 3 clusters Score -391964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -391966.656250 Penalty: 2731.089600
	Iteration 32Q: 3 clusters Score -391966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -391968.156250 Penalty: 2731.089600
	Iteration 33Q: 3 clusters Score -391968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -391970.000000 Penalty: 2731.089600
	Iteration 34Q: 3 clusters Score -391970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -391972.687500 Penalty: 2731.089600
	Iteration 35Q: 3 clusters Score -391972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -391973.937500 Penalty: 2731.089600
	Iteration 36Q: 3 clusters Score -391973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -391976.906250 Penalty: 2731.089600
	Iteration 37F: 3 clusters Score -391976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -391991.343750 Penalty: 2731.089600
	Iteration 38Q: 3 clusters Score -391991.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -392010.000000 Penalty: 2731.089600
	Iteration 39Q: 3 clusters Score -392010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -392021.031250 Penalty: 2731.089600
	Iteration 40F: 3 clusters Score -392021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -392023.156250 Penalty: 2731.089600
	Iteration 41Q: 3 clusters Score -392023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -392023.937500 Penalty: 2731.089600
	Iteration 42Q: 3 clusters Score -392023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -392024.781250 Penalty: 2731.089600
	Iteration 43Q: 3 clusters Score -392024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -392027.562500 Penalty: 2731.089600
	Iteration 44Q: 3 clusters Score -392027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -392027.562500 Penalty: 2731.089600
	Iteration 45F: 3 clusters Score -392027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Entering Unmasked Estep 
Score: -3832362.500000 Penalty: 1731.410278
	Iteration 0F: 2 clusters Score -3832362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3804068.250000 Penalty: 3462.820557
	Iteration 0F: 3 clusters Score -3804068 nChanged 19631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3814866.500000 Penalty: 3462.820557
	Iteration 1F: 3 clusters Score -3814866 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3815304.750000 Penalty: 3462.820557
	Iteration 2Q: 3 clusters Score -3815305 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3815831.000000 Penalty: 3462.820557
	Iteration 3Q: 3 clusters Score -3815831 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3816413.750000 Penalty: 3462.820557
	Iteration 4Q: 3 clusters Score -3816414 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3817076.250000 Penalty: 3462.820557
	Iteration 5Q: 3 clusters Score -3817076 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3817978.250000 Penalty: 3462.820557
	Iteration 6Q: 3 clusters Score -3817978 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3819231.750000 Penalty: 3462.820557
	Iteration 7Q: 3 clusters Score -3819232 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3820957.000000 Penalty: 3462.820557
	Iteration 8F: 3 clusters Score -3820957 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3822944.250000 Penalty: 3462.820557
	Iteration 9F: 3 clusters Score -3822944 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3824964.750000 Penalty: 3462.820557
	Iteration 10F: 3 clusters Score -3824965 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3826682.750000 Penalty: 3462.820557
	Iteration 11F: 3 clusters Score -3826683 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3828015.000000 Penalty: 3462.820557
	Iteration 12Q: 3 clusters Score -3828015 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3829005.750000 Penalty: 3462.820557
	Iteration 13Q: 3 clusters Score -3829006 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3829697.750000 Penalty: 3462.820557
	Iteration 14Q: 3 clusters Score -3829698 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3830098.500000 Penalty: 3462.820557
	Iteration 15Q: 3 clusters Score -3830098 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3830370.500000 Penalty: 3462.820557
	Iteration 16Q: 3 clusters Score -3830370 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3830546.250000 Penalty: 3462.820557
	Iteration 17Q: 3 clusters Score -3830546 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3830657.750000 Penalty: 3462.820557
	Iteration 18Q: 3 clusters Score -3830658 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3830737.000000 Penalty: 3462.820557
	Iteration 19Q: 3 clusters Score -3830737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3830777.500000 Penalty: 3462.820557
	Iteration 20F: 3 clusters Score -3830778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3830809.500000 Penalty: 3462.820557
	Iteration 21Q: 3 clusters Score -3830810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3830841.250000 Penalty: 3462.820557
	Iteration 22Q: 3 clusters Score -3830841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3830862.750000 Penalty: 3462.820557
	Iteration 23Q: 3 clusters Score -3830863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3830880.500000 Penalty: 3462.820557
	Iteration 24Q: 3 clusters Score -3830880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3830894.000000 Penalty: 3462.820557
	Iteration 25Q: 3 clusters Score -3830894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3830914.500000 Penalty: 3462.820557
	Iteration 26Q: 3 clusters Score -3830914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3830931.500000 Penalty: 3462.820557
	Iteration 27Q: 3 clusters Score -3830932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3830938.000000 Penalty: 3462.820557
	Iteration 28Q: 3 clusters Score -3830938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3830945.250000 Penalty: 3462.820557
	Iteration 29Q: 3 clusters Score -3830945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3830953.750000 Penalty: 3462.820557
	Iteration 30Q: 3 clusters Score -3830954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3830960.250000 Penalty: 3462.820557
	Iteration 31Q: 3 clusters Score -3830960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3830960.250000 Penalty: 3462.820557
	Iteration 32Q: 3 clusters Score -3830960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3830960.000000 Penalty: 3462.820557
	Iteration 33Q: 3 clusters Score -3830960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3830962.000000 Penalty: 3462.820557
	Iteration 34Q: 3 clusters Score -3830962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3830961.000000 Penalty: 3462.820557
	Iteration 35Q: 3 clusters Score -3830961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3830957.250000 Penalty: 3462.820557
	Iteration 36Q: 3 clusters Score -3830957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3830957.250000 Penalty: 3462.820557
	Iteration 37F: 3 clusters Score -3830957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -659140.625000 Penalty: 1440.727783
	Iteration 0F: 2 clusters Score -659140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -653867.125000 Penalty: 2881.455566
	Iteration 0F: 3 clusters Score -653867.1 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -655519.437500 Penalty: 2881.455566
	Iteration 1F: 3 clusters Score -655519.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -655754.375000 Penalty: 2881.455566
	Iteration 2F: 3 clusters Score -655754.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -655945.687500 Penalty: 2881.455566
	Iteration 3F: 3 clusters Score -655945.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -656117.625000 Penalty: 2881.455566
	Iteration 4Q: 3 clusters Score -656117.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -656350.000000 Penalty: 2881.455566
	Iteration 5Q: 3 clusters Score -656350 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -656667.687500 Penalty: 2881.455566
	Iteration 6F: 3 clusters Score -656667.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -657057.562500 Penalty: 2881.455566
	Iteration 7F: 3 clusters Score -657057.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -657424.750000 Penalty: 2881.455566
	Iteration 8F: 3 clusters Score -657424.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -657748.062500 Penalty: 2881.455566
	Iteration 9F: 3 clusters Score -657748.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -658024.937500 Penalty: 2881.455566
	Iteration 10Q: 3 clusters Score -658024.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -658210.750000 Penalty: 2881.455566
	Iteration 11Q: 3 clusters Score -658210.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -658347.187500 Penalty: 2881.455566
	Iteration 12Q: 3 clusters Score -658347.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -658463.562500 Penalty: 2881.455566
	Iteration 13Q: 3 clusters Score -658463.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -658570.750000 Penalty: 2881.455566
	Iteration 14Q: 3 clusters Score -658570.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -658640.125000 Penalty: 2881.455566
	Iteration 15Q: 3 clusters Score -658640.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -658678.687500 Penalty: 2881.455566
	Iteration 16Q: 3 clusters Score -658678.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -658703.250000 Penalty: 2881.455566
	Iteration 17Q: 3 clusters Score -658703.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -658723.062500 Penalty: 2881.455566
	Iteration 18Q: 3 clusters Score -658723.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -658742.250000 Penalty: 2881.455566
	Iteration 19Q: 3 clusters Score -658742.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -658759.437500 Penalty: 2881.455566
	Iteration 20F: 3 clusters Score -658759.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -658771.250000 Penalty: 2881.455566
	Iteration 21Q: 3 clusters Score -658771.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -658781.062500 Penalty: 2881.455566
	Iteration 22Q: 3 clusters Score -658781.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -658789.125000 Penalty: 2881.455566
	Iteration 23Q: 3 clusters Score -658789.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -658796.000000 Penalty: 2881.455566
	Iteration 24Q: 3 clusters Score -658796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -658801.250000 Penalty: 2881.455566
	Iteration 25Q: 3 clusters Score -658801.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -658808.812500 Penalty: 2881.455566
	Iteration 26Q: 3 clusters Score -658808.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -658813.875000 Penalty: 2881.455566
	Iteration 27Q: 3 clusters Score -658813.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -658818.187500 Penalty: 2881.455566
	Iteration 28Q: 3 clusters Score -658818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -658821.375000 Penalty: 2881.455566
	Iteration 29Q: 3 clusters Score -658821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -658823.625000 Penalty: 2881.455566
	Iteration 30Q: 3 clusters Score -658823.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -658825.625000 Penalty: 2881.455566
	Iteration 31Q: 3 clusters Score -658825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -658828.000000 Penalty: 2881.455566
	Iteration 32Q: 3 clusters Score -658828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -658827.250000 Penalty: 2881.455566
	Iteration 33Q: 3 clusters Score -658827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -658828.937500 Penalty: 2881.455566
	Iteration 34Q: 3 clusters Score -658828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -658828.937500 Penalty: 2881.455566
	Iteration 35F: 3 clusters Score -658828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -156985.484375 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -156985.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -155141.640625 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -155141.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155498.828125 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -155498.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -155580.015625 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -155580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -155634.640625 Penalty: 2395.734131
	Iteration 3Q: 3 clusters Score -155634.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155663.750000 Penalty: 2395.734131
	Iteration 4Q: 3 clusters Score -155663.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -155681.031250 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -155681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -155691.718750 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -155691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155702.250000 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -155702.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -155712.140625 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -155712.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155716.171875 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -155716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -155719.046875 Penalty: 2395.734131
	Iteration 10Q: 3 clusters Score -155719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -155720.843750 Penalty: 2395.734131
	Iteration 11Q: 3 clusters Score -155720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155723.812500 Penalty: 2395.734131
	Iteration 12Q: 3 clusters Score -155723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155725.109375 Penalty: 2395.734131
	Iteration 13Q: 3 clusters Score -155725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155725.421875 Penalty: 2395.734131
	Iteration 14Q: 3 clusters Score -155725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155725.671875 Penalty: 2395.734131
	Iteration 15Q: 3 clusters Score -155725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155727.406250 Penalty: 2395.734131
	Iteration 16Q: 3 clusters Score -155727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155729.109375 Penalty: 2395.734131
	Iteration 17Q: 3 clusters Score -155729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155729.109375 Penalty: 2395.734131
	Iteration 18F: 3 clusters Score -155729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (190426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190426 members 
Entering Unmasked Estep 
Score: -16897288.000000 Penalty: 1975.515503
	Iteration 0F: 2 clusters Score -1.689729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 94946 members 
Entering Unmasked Estep 
Score: -16770005.000000 Penalty: 3951.031006
	Iteration 0F: 3 clusters Score -1.677e+07 nChanged 91994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -16824888.000000 Penalty: 3951.031006
	Iteration 1F: 3 clusters Score -1.682489e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108608 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -16827772.000000 Penalty: 3951.031006
	Iteration 2Q: 3 clusters Score -1.682777e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -16832742.000000 Penalty: 3951.031006
	Iteration 3F: 3 clusters Score -1.683274e+07 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128319 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -16840822.000000 Penalty: 3951.031006
	Iteration 4F: 3 clusters Score -1.684082e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142855 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -16852904.000000 Penalty: 3951.031006
	Iteration 5F: 3 clusters Score -1.68529e+07 nChanged 16179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -16867190.000000 Penalty: 3951.031006
	Iteration 6F: 3 clusters Score -1.686719e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171609 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -16879428.000000 Penalty: 3951.031006
	Iteration 7F: 3 clusters Score -1.687943e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180585 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -16887706.000000 Penalty: 3951.031006
	Iteration 8Q: 3 clusters Score -1.688771e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185639 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -16892120.000000 Penalty: 3951.031006
	Iteration 9Q: 3 clusters Score -1.689212e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188059 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -16894198.000000 Penalty: 3951.031006
	Iteration 10Q: 3 clusters Score -1.68942e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189151 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -16895052.000000 Penalty: 3951.031006
	Iteration 11Q: 3 clusters Score -1.689505e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189569 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16895454.000000 Penalty: 3951.031006
	Iteration 12Q: 3 clusters Score -1.689545e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189749 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16895604.000000 Penalty: 3951.031006
	Iteration 13Q: 3 clusters Score -1.68956e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189821 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16895716.000000 Penalty: 3951.031006
	Iteration 14Q: 3 clusters Score -1.689572e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189862 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -16895774.000000 Penalty: 3951.031006
	Iteration 15Q: 3 clusters Score -1.689577e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189881 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16895866.000000 Penalty: 3951.031006
	Iteration 16Q: 3 clusters Score -1.689587e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189878 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -16895928.000000 Penalty: 3951.031006
	Iteration 17Q: 3 clusters Score -1.689593e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189847 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16896036.000000 Penalty: 3951.031006
	Iteration 18Q: 3 clusters Score -1.689604e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189811 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16896158.000000 Penalty: 3951.031006
	Iteration 19Q: 3 clusters Score -1.689616e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189753 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -16896318.000000 Penalty: 3951.031006
	Iteration 20F: 3 clusters Score -1.689632e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189663 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -16896526.000000 Penalty: 3951.031006
	Iteration 21Q: 3 clusters Score -1.689653e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189493 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -16896864.000000 Penalty: 3951.031006
	Iteration 22Q: 3 clusters Score -1.689686e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189255 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16897196.000000 Penalty: 3951.031006
	Iteration 23Q: 3 clusters Score -1.68972e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188977 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16897574.000000 Penalty: 3951.031006
	Iteration 24Q: 3 clusters Score -1.689757e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188707 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -16897772.000000 Penalty: 3951.031006
	Iteration 25Q: 3 clusters Score -1.689777e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188436 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -16897964.000000 Penalty: 3951.031006
	Iteration 26Q: 3 clusters Score -1.689796e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188200 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -16898088.000000 Penalty: 3951.031006
	Iteration 27Q: 3 clusters Score -1.689809e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188044 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -16898140.000000 Penalty: 3951.031006
	Iteration 28Q: 3 clusters Score -1.689814e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187889 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -16898136.000000 Penalty: 3951.031006
	Iteration 29Q: 3 clusters Score -1.689814e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187754 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16898172.000000 Penalty: 3951.031006
	Iteration 30Q: 3 clusters Score -1.689817e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187652 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -16898248.000000 Penalty: 3951.031006
	Iteration 31Q: 3 clusters Score -1.689825e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187571 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -16898250.000000 Penalty: 3951.031006
	Iteration 32Q: 3 clusters Score -1.689825e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -16898272.000000 Penalty: 3951.031006
	Iteration 33Q: 3 clusters Score -1.689827e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187439 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -16898292.000000 Penalty: 3951.031006
	Iteration 34Q: 3 clusters Score -1.689829e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187376 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -16898324.000000 Penalty: 3951.031006
	Iteration 35Q: 3 clusters Score -1.689832e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187323 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -16898352.000000 Penalty: 3951.031006
	Iteration 36Q: 3 clusters Score -1.689835e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187278 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -16898376.000000 Penalty: 3951.031006
	Iteration 37Q: 3 clusters Score -1.689838e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -16898392.000000 Penalty: 3951.031006
	Iteration 38Q: 3 clusters Score -1.689839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187206 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -16898408.000000 Penalty: 3951.031006
	Iteration 39Q: 3 clusters Score -1.689841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187180 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -16898614.000000 Penalty: 3951.031006
	Iteration 40F: 3 clusters Score -1.689861e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186978 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -16898758.000000 Penalty: 3951.031006
	Iteration 41Q: 3 clusters Score -1.689876e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -16898920.000000 Penalty: 3951.031006
	Iteration 42Q: 3 clusters Score -1.689892e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186448 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -16899154.000000 Penalty: 3951.031006
	Iteration 43Q: 3 clusters Score -1.689915e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186105 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -16899508.000000 Penalty: 3951.031006
	Iteration 44Q: 3 clusters Score -1.689951e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185756 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -16899734.000000 Penalty: 3951.031006
	Iteration 45Q: 3 clusters Score -1.689973e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185431 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -16899882.000000 Penalty: 3951.031006
	Iteration 46Q: 3 clusters Score -1.689988e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185146 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -16900038.000000 Penalty: 3951.031006
	Iteration 47Q: 3 clusters Score -1.690004e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184921 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -16900064.000000 Penalty: 3951.031006
	Iteration 48Q: 3 clusters Score -1.690006e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -16900098.000000 Penalty: 3951.031006
	Iteration 49Q: 3 clusters Score -1.69001e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184652 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -16900108.000000 Penalty: 3951.031006
	Iteration 50Q: 3 clusters Score -1.690011e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184566 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -16900136.000000 Penalty: 3951.031006
	Iteration 51Q: 3 clusters Score -1.690014e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184486 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -16900164.000000 Penalty: 3951.031006
	Iteration 52Q: 3 clusters Score -1.690016e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184418 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -16900144.000000 Penalty: 3951.031006
	Iteration 53Q: 3 clusters Score -1.690014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184366 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -16900158.000000 Penalty: 3951.031006
	Iteration 54Q: 3 clusters Score -1.690016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184329 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -16900156.000000 Penalty: 3951.031006
	Iteration 55Q: 3 clusters Score -1.690016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184297 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -16900164.000000 Penalty: 3951.031006
	Iteration 56Q: 3 clusters Score -1.690016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184264 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -16900176.000000 Penalty: 3951.031006
	Iteration 57Q: 3 clusters Score -1.690018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184241 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -16900188.000000 Penalty: 3951.031006
	Iteration 58Q: 3 clusters Score -1.690019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184214 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -16900196.000000 Penalty: 3951.031006
	Iteration 59Q: 3 clusters Score -1.69002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184178 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -16900340.000000 Penalty: 3951.031006
	Iteration 60F: 3 clusters Score -1.690034e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184038 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -16900338.000000 Penalty: 3951.031006
	Iteration 61Q: 3 clusters Score -1.690034e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183918 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -16900398.000000 Penalty: 3951.031006
	Iteration 62Q: 3 clusters Score -1.69004e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183821 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -16900388.000000 Penalty: 3951.031006
	Iteration 63Q: 3 clusters Score -1.690039e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183750 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -16900406.000000 Penalty: 3951.031006
	Iteration 64Q: 3 clusters Score -1.690041e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183703 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -16900416.000000 Penalty: 3951.031006
	Iteration 65Q: 3 clusters Score -1.690042e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183658 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -16900416.000000 Penalty: 3951.031006
	Iteration 66Q: 3 clusters Score -1.690042e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183619 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -16900416.000000 Penalty: 3951.031006
	Iteration 67Q: 3 clusters Score -1.690042e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183582 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -16900424.000000 Penalty: 3951.031006
	Iteration 68Q: 3 clusters Score -1.690042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183553 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -16900410.000000 Penalty: 3951.031006
	Iteration 69Q: 3 clusters Score -1.690041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183531 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -16900410.000000 Penalty: 3951.031006
	Iteration 70Q: 3 clusters Score -1.690041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -16900430.000000 Penalty: 3951.031006
	Iteration 71Q: 3 clusters Score -1.690043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183499 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -16900426.000000 Penalty: 3951.031006
	Iteration 72Q: 3 clusters Score -1.690043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183488 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -16900436.000000 Penalty: 3951.031006
	Iteration 73Q: 3 clusters Score -1.690044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183476 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -16900440.000000 Penalty: 3951.031006
	Iteration 74Q: 3 clusters Score -1.690044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183465 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -16900442.000000 Penalty: 3951.031006
	Iteration 75Q: 3 clusters Score -1.690044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183455 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -16900462.000000 Penalty: 3951.031006
	Iteration 76Q: 3 clusters Score -1.690046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183443 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -16900454.000000 Penalty: 3951.031006
	Iteration 77Q: 3 clusters Score -1.690045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183432 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -16900464.000000 Penalty: 3951.031006
	Iteration 78Q: 3 clusters Score -1.690046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183421 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -16900470.000000 Penalty: 3951.031006
	Iteration 79Q: 3 clusters Score -1.690047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183409 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -16900480.000000 Penalty: 3951.031006
	Iteration 80F: 3 clusters Score -1.690048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183399 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -16900484.000000 Penalty: 3951.031006
	Iteration 81Q: 3 clusters Score -1.690048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183384 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -16900480.000000 Penalty: 3951.031006
	Iteration 82Q: 3 clusters Score -1.690048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183374 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -16900472.000000 Penalty: 3951.031006
	Iteration 83Q: 3 clusters Score -1.690047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183362 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -16900458.000000 Penalty: 3951.031006
	Iteration 84Q: 3 clusters Score -1.690046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183349 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -16900434.000000 Penalty: 3951.031006
	Iteration 85Q: 3 clusters Score -1.690043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183338 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -16900418.000000 Penalty: 3951.031006
	Iteration 86Q: 3 clusters Score -1.690042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -16900440.000000 Penalty: 3951.031006
	Iteration 87Q: 3 clusters Score -1.690044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -16900428.000000 Penalty: 3951.031006
	Iteration 88Q: 3 clusters Score -1.690043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183314 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -16900422.000000 Penalty: 3951.031006
	Iteration 89Q: 3 clusters Score -1.690042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183307 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -16900418.000000 Penalty: 3951.031006
	Iteration 90Q: 3 clusters Score -1.690042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -16900418.000000 Penalty: 3951.031006
	Iteration 91Q: 3 clusters Score -1.690042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183275 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -16900426.000000 Penalty: 3951.031006
	Iteration 92Q: 3 clusters Score -1.690043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183252 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -16900448.000000 Penalty: 3951.031006
	Iteration 93Q: 3 clusters Score -1.690045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183235 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -16900412.000000 Penalty: 3951.031006
	Iteration 94Q: 3 clusters Score -1.690041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183223 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -16900414.000000 Penalty: 3951.031006
	Iteration 95Q: 3 clusters Score -1.690041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183212 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -16900418.000000 Penalty: 3951.031006
	Iteration 96Q: 3 clusters Score -1.690042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183208 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -16900402.000000 Penalty: 3951.031006
	Iteration 97Q: 3 clusters Score -1.69004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183203 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -16900396.000000 Penalty: 3951.031006
	Iteration 98Q: 3 clusters Score -1.69004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183199 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -16900398.000000 Penalty: 3951.031006
	Iteration 99Q: 3 clusters Score -1.69004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183197 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -16900392.000000 Penalty: 3951.031006
	Iteration 100F: 3 clusters Score -1.690039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183195 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -16900396.000000 Penalty: 3951.031006
	Iteration 101Q: 3 clusters Score -1.69004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183193 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -16900394.000000 Penalty: 3951.031006
	Iteration 102Q: 3 clusters Score -1.690039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183191 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -16900392.000000 Penalty: 3951.031006
	Iteration 103Q: 3 clusters Score -1.690039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183189 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -16900400.000000 Penalty: 3951.031006
	Iteration 104Q: 3 clusters Score -1.69004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183186 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -16900390.000000 Penalty: 3951.031006
	Iteration 105Q: 3 clusters Score -1.690039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183184 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -16900388.000000 Penalty: 3951.031006
	Iteration 106Q: 3 clusters Score -1.690039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183183 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -16900390.000000 Penalty: 3951.031006
	Iteration 107Q: 3 clusters Score -1.690039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183181 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -16900396.000000 Penalty: 3951.031006
	Iteration 108Q: 3 clusters Score -1.69004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183176 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -16900394.000000 Penalty: 3951.031006
	Iteration 109Q: 3 clusters Score -1.690039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183175 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -16900398.000000 Penalty: 3951.031006
	Iteration 110Q: 3 clusters Score -1.69004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -16900388.000000 Penalty: 3951.031006
	Iteration 111Q: 3 clusters Score -1.690039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -16900384.000000 Penalty: 3951.031006
	Iteration 112Q: 3 clusters Score -1.690038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183170 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -16900386.000000 Penalty: 3951.031006
	Iteration 113Q: 3 clusters Score -1.690039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -16900386.000000 Penalty: 3951.031006
	Iteration 114Q: 3 clusters Score -1.690039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -16900386.000000 Penalty: 3951.031006
	Iteration 115F: 3 clusters Score -1.690039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 20093 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 9 contains 15188 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 12 contains 43140 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 6042 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 183168 members 
Mstep: Class 20 contains 6621 members 
Mstep: Class 21 contains 13842 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 7258 members 
Entering Unmasked Estep 
Score: -51537584.000000 Penalty: 49580.863281
Splitting cluster 19 changes total score from -51517924.000000 to -51537584.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -623721.312500 Penalty: 1429.675171
	Iteration 0F: 2 clusters Score -623721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -618710.687500 Penalty: 2859.350342
	Iteration 0F: 3 clusters Score -618710.7 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -620124.750000 Penalty: 2859.350342
	Iteration 1F: 3 clusters Score -620124.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -620319.000000 Penalty: 2859.350342
	Iteration 2F: 3 clusters Score -620319 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -620473.812500 Penalty: 2859.350342
	Iteration 3F: 3 clusters Score -620473.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -620622.250000 Penalty: 2859.350342
	Iteration 4Q: 3 clusters Score -620622.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -620770.312500 Penalty: 2859.350342
	Iteration 5Q: 3 clusters Score -620770.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -620922.500000 Penalty: 2859.350342
	Iteration 6Q: 3 clusters Score -620922.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -621073.437500 Penalty: 2859.350342
	Iteration 7Q: 3 clusters Score -621073.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -621223.562500 Penalty: 2859.350342
	Iteration 8Q: 3 clusters Score -621223.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -621354.187500 Penalty: 2859.350342
	Iteration 9Q: 3 clusters Score -621354.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -621468.250000 Penalty: 2859.350342
	Iteration 10Q: 3 clusters Score -621468.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -621591.562500 Penalty: 2859.350342
	Iteration 11Q: 3 clusters Score -621591.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -621703.625000 Penalty: 2859.350342
	Iteration 12Q: 3 clusters Score -621703.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -621810.812500 Penalty: 2859.350342
	Iteration 13Q: 3 clusters Score -621810.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -621911.750000 Penalty: 2859.350342
	Iteration 14Q: 3 clusters Score -621911.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -622006.625000 Penalty: 2859.350342
	Iteration 15Q: 3 clusters Score -622006.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -622075.937500 Penalty: 2859.350342
	Iteration 16Q: 3 clusters Score -622075.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -622142.187500 Penalty: 2859.350342
	Iteration 17Q: 3 clusters Score -622142.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -622198.937500 Penalty: 2859.350342
	Iteration 18Q: 3 clusters Score -622198.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -622242.562500 Penalty: 2859.350342
	Iteration 19Q: 3 clusters Score -622242.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -622266.000000 Penalty: 2859.350342
	Iteration 20F: 3 clusters Score -622266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -622288.625000 Penalty: 2859.350342
	Iteration 21Q: 3 clusters Score -622288.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -622302.750000 Penalty: 2859.350342
	Iteration 22Q: 3 clusters Score -622302.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -622321.375000 Penalty: 2859.350342
	Iteration 23Q: 3 clusters Score -622321.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -622333.500000 Penalty: 2859.350342
	Iteration 24Q: 3 clusters Score -622333.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -622343.312500 Penalty: 2859.350342
	Iteration 25Q: 3 clusters Score -622343.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -622352.187500 Penalty: 2859.350342
	Iteration 26Q: 3 clusters Score -622352.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -622361.375000 Penalty: 2859.350342
	Iteration 27Q: 3 clusters Score -622361.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -622367.500000 Penalty: 2859.350342
	Iteration 28Q: 3 clusters Score -622367.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -622373.937500 Penalty: 2859.350342
	Iteration 29Q: 3 clusters Score -622373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -622379.250000 Penalty: 2859.350342
	Iteration 30Q: 3 clusters Score -622379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -622384.375000 Penalty: 2859.350342
	Iteration 31Q: 3 clusters Score -622384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -622388.000000 Penalty: 2859.350342
	Iteration 32Q: 3 clusters Score -622388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -622393.937500 Penalty: 2859.350342
	Iteration 33Q: 3 clusters Score -622393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -622396.687500 Penalty: 2859.350342
	Iteration 34Q: 3 clusters Score -622396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -622401.062500 Penalty: 2859.350342
	Iteration 35Q: 3 clusters Score -622401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -622402.375000 Penalty: 2859.350342
	Iteration 36Q: 3 clusters Score -622402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -622402.937500 Penalty: 2859.350342
	Iteration 37Q: 3 clusters Score -622402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -622405.000000 Penalty: 2859.350342
	Iteration 38Q: 3 clusters Score -622405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -622405.375000 Penalty: 2859.350342
	Iteration 39Q: 3 clusters Score -622405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -622406.625000 Penalty: 2859.350342
	Iteration 40F: 3 clusters Score -622406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -622407.750000 Penalty: 2859.350342
	Iteration 41Q: 3 clusters Score -622407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -622407.687500 Penalty: 2859.350342
	Iteration 42Q: 3 clusters Score -622407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -622407.687500 Penalty: 2859.350342
	Iteration 43F: 3 clusters Score -622407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 20093 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 9 contains 15188 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 183168 members 
Mstep: Class 20 contains 6621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2008.716797 but Gain 2155.687500
Score: -51544360.000000 Penalty: 47425.175781
Iteration 39Q: 23 clusters Score -5.154436e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1895 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 4707 members 
Mstep: Class 7 contains 20446 members 
Mstep: Class 8 contains 196338 members 
Mstep: Class 9 contains 15076 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 12 contains 43033 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 42218 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 19 contains 184771 members 
Mstep: Class 20 contains 6524 members 
Mstep: Class 21 contains 12601 members 
Mstep: Class 22 contains 877 members 
Mstep: Class 23 contains 7577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51551712.000000 Penalty: 47425.175781
Iteration 40F: 23 clusters Score -5.155171e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 2079 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 2891 members 
Mstep: Class 6 contains 5317 members 
Mstep: Class 7 contains 20534 members 
Mstep: Class 8 contains 195363 members 
Mstep: Class 9 contains 14873 members 
Mstep: Class 10 contains 3021 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 44636 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 7551 members 
Mstep: Class 16 contains 42002 members 
Mstep: Class 17 contains 7063 members 
Mstep: Class 19 contains 182370 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 12591 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 7972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51553640.000000 Penalty: 47425.175781
Iteration 41Q: 23 clusters Score -5.155364e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2025 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 20628 members 
Mstep: Class 8 contains 194670 members 
Mstep: Class 9 contains 14688 members 
Mstep: Class 10 contains 3025 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 45581 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 8177 members 
Mstep: Class 16 contains 41823 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 19 contains 180759 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 12438 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554964.000000 Penalty: 47425.175781
Iteration 42Q: 23 clusters Score -5.155496e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 20686 members 
Mstep: Class 8 contains 194074 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 3046 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 46215 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 8691 members 
Mstep: Class 16 contains 41680 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 19 contains 179640 members 
Mstep: Class 20 contains 6315 members 
Mstep: Class 21 contains 12249 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 8647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51555848.000000 Penalty: 47425.175781
Iteration 43Q: 23 clusters Score -5.155585e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 20732 members 
Mstep: Class 8 contains 193530 members 
Mstep: Class 9 contains 14348 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 46625 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 9175 members 
Mstep: Class 16 contains 41588 members 
Mstep: Class 17 contains 7085 members 
Mstep: Class 19 contains 178792 members 
Mstep: Class 20 contains 6242 members 
Mstep: Class 21 contains 12063 members 
Mstep: Class 22 contains 1129 members 
Mstep: Class 23 contains 8992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51556372.000000 Penalty: 47425.175781
Iteration 44Q: 23 clusters Score -5.155637e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2224 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 6666 members 
Mstep: Class 7 contains 20754 members 
Mstep: Class 8 contains 193065 members 
Mstep: Class 9 contains 14196 members 
Mstep: Class 10 contains 3057 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 46955 members 
Mstep: Class 13 contains 3411 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 9547 members 
Mstep: Class 16 contains 41525 members 
Mstep: Class 17 contains 7105 members 
Mstep: Class 19 contains 178118 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 9310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51556632.000000 Penalty: 47425.175781
Iteration 45Q: 23 clusters Score -5.155663e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2308 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 6824 members 
Mstep: Class 7 contains 20782 members 
Mstep: Class 8 contains 192638 members 
Mstep: Class 9 contains 14041 members 
Mstep: Class 10 contains 3061 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 47202 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 16 contains 41481 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 19 contains 177587 members 
Mstep: Class 20 contains 6116 members 
Mstep: Class 21 contains 11752 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 9610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51557016.000000 Penalty: 47425.175781
Iteration 46Q: 23 clusters Score -5.155702e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 6958 members 
Mstep: Class 7 contains 20806 members 
Mstep: Class 8 contains 192289 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 47400 members 
Mstep: Class 13 contains 3550 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 10143 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 19 contains 177085 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 11642 members 
Mstep: Class 22 contains 1159 members 
Mstep: Class 23 contains 9908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51557348.000000 Penalty: 47425.175781
Iteration 47Q: 23 clusters Score -5.155735e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 1346 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 7052 members 
Mstep: Class 7 contains 20828 members 
Mstep: Class 8 contains 191967 members 
Mstep: Class 9 contains 13776 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 47573 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 4631 members 
Mstep: Class 15 contains 10376 members 
Mstep: Class 16 contains 41412 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 19 contains 176695 members 
Mstep: Class 20 contains 5998 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 1164 members 
Mstep: Class 23 contains 10164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51557660.000000 Penalty: 47425.175781
Iteration 48Q: 23 clusters Score -5.155766e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 1343 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 7135 members 
Mstep: Class 7 contains 20839 members 
Mstep: Class 8 contains 191717 members 
Mstep: Class 9 contains 13668 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 47711 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 10565 members 
Mstep: Class 16 contains 41384 members 
Mstep: Class 17 contains 7215 members 
Mstep: Class 19 contains 176372 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 11461 members 
Mstep: Class 22 contains 1166 members 
Mstep: Class 23 contains 10400 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -5.155762e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 2048 members 
Mstep: Class 4 contains 1345 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 7221 members 
Mstep: Class 7 contains 20852 members 
Mstep: Class 8 contains 191512 members 
Mstep: Class 9 contains 13561 members 
Mstep: Class 10 contains 3067 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 47850 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 10721 members 
Mstep: Class 16 contains 41365 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 19 contains 176023 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 11377 members 
Mstep: Class 22 contains 1173 members 
Mstep: Class 23 contains 10634 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -5.15578e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 7 contains 20858 members 
Mstep: Class 8 contains 191310 members 
Mstep: Class 9 contains 13434 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 47981 members 
Mstep: Class 13 contains 3716 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 10841 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 19 contains 175725 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 11272 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 10887 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -5.155798e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2889 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 2651 members 
Mstep: Class 6 contains 7329 members 
Mstep: Class 7 contains 20860 members 
Mstep: Class 8 contains 191150 members 
Mstep: Class 9 contains 13303 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 1550 members 
Mstep: Class 12 contains 48090 members 
Mstep: Class 13 contains 3763 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 10935 members 
Mstep: Class 16 contains 41341 members 
Mstep: Class 17 contains 7285 members 
Mstep: Class 19 contains 175452 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 11185 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 11131 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -5.155818e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 2611 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 8 contains 191006 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 48177 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 11017 members 
Mstep: Class 16 contains 41326 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 19 contains 175148 members 
Mstep: Class 20 contains 5809 members 
Mstep: Class 21 contains 11110 members 
Mstep: Class 22 contains 1180 members 
Mstep: Class 23 contains 11376 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -5.155824e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 7444 members 
Mstep: Class 7 contains 20868 members 
Mstep: Class 8 contains 190909 members 
Mstep: Class 9 contains 13094 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 48263 members 
Mstep: Class 13 contains 3847 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 11075 members 
Mstep: Class 16 contains 41314 members 
Mstep: Class 17 contains 7362 members 
Mstep: Class 19 contains 174869 members 
Mstep: Class 20 contains 5769 members 
Mstep: Class 21 contains 11042 members 
Mstep: Class 22 contains 1179 members 
Mstep: Class 23 contains 11583 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -5.155834e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 20871 members 
Mstep: Class 8 contains 190805 members 
Mstep: Class 9 contains 13006 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 48352 members 
Mstep: Class 13 contains 3889 members 
Mstep: Class 14 contains 4637 members 
Mstep: Class 15 contains 11127 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 19 contains 174593 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 10984 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 11788 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -5.155826e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 7553 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 190728 members 
Mstep: Class 9 contains 12925 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 48420 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 11172 members 
Mstep: Class 16 contains 41298 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 19 contains 174314 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 10909 members 
Mstep: Class 22 contains 1174 members 
Mstep: Class 23 contains 12038 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -5.155847e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 2517 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 190656 members 
Mstep: Class 9 contains 12836 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 48479 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 11217 members 
Mstep: Class 16 contains 41287 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 19 contains 174071 members 
Mstep: Class 20 contains 5698 members 
Mstep: Class 21 contains 10835 members 
Mstep: Class 22 contains 1175 members 
Mstep: Class 23 contains 12261 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -5.155844e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 20875 members 
Mstep: Class 8 contains 190581 members 
Mstep: Class 9 contains 12746 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 48537 members 
Mstep: Class 13 contains 3976 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 11257 members 
Mstep: Class 16 contains 41279 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 19 contains 173852 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 10764 members 
Mstep: Class 22 contains 1174 members 
Mstep: Class 23 contains 12484 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -5.155849e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 7663 members 
Mstep: Class 7 contains 20874 members 
Mstep: Class 8 contains 190522 members 
Mstep: Class 9 contains 12674 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 48598 members 
Mstep: Class 13 contains 3996 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 15 contains 11288 members 
Mstep: Class 16 contains 41280 members 
Mstep: Class 17 contains 7549 members 
Mstep: Class 19 contains 173649 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 10695 members 
Mstep: Class 22 contains 1172 members 
Mstep: Class 23 contains 12661 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -5.155855e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 7689 members 
Mstep: Class 7 contains 20876 members 
Mstep: Class 8 contains 190467 members 
Mstep: Class 9 contains 12601 members 
Mstep: Class 10 contains 3077 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 48645 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 11311 members 
Mstep: Class 16 contains 41275 members 
Mstep: Class 17 contains 7596 members 
Mstep: Class 19 contains 173460 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 10649 members 
Mstep: Class 22 contains 1161 members 
Mstep: Class 23 contains 12823 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -5.155872e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3552 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 7714 members 
Mstep: Class 7 contains 20884 members 
Mstep: Class 8 contains 190432 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 10 contains 3077 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 48684 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 15 contains 11330 members 
Mstep: Class 16 contains 41271 members 
Mstep: Class 17 contains 7643 members 
Mstep: Class 19 contains 173287 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 10600 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 12964 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -5.155894e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 7726 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 190398 members 
Mstep: Class 9 contains 12405 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 48721 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 11353 members 
Mstep: Class 16 contains 41276 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 19 contains 173157 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 10545 members 
Mstep: Class 22 contains 1150 members 
Mstep: Class 23 contains 13097 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -5.155906e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 7744 members 
Mstep: Class 7 contains 20880 members 
Mstep: Class 8 contains 190363 members 
Mstep: Class 9 contains 12314 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 48766 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 11373 members 
Mstep: Class 16 contains 41276 members 
Mstep: Class 17 contains 7717 members 
Mstep: Class 19 contains 173017 members 
Mstep: Class 20 contains 5537 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 1145 members 
Mstep: Class 23 contains 13254 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -5.155906e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 20879 members 
Mstep: Class 8 contains 190320 members 
Mstep: Class 9 contains 12219 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 48803 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 14 contains 4652 members 
Mstep: Class 15 contains 11397 members 
Mstep: Class 16 contains 41275 members 
Mstep: Class 17 contains 7744 members 
Mstep: Class 19 contains 172901 members 
Mstep: Class 20 contains 5504 members 
Mstep: Class 21 contains 10458 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 13400 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -5.155906e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 7782 members 
Mstep: Class 7 contains 20877 members 
Mstep: Class 8 contains 190280 members 
Mstep: Class 9 contains 12100 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 48855 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 4652 members 
Mstep: Class 15 contains 11423 members 
Mstep: Class 16 contains 41274 members 
Mstep: Class 17 contains 7774 members 
Mstep: Class 19 contains 172809 members 
Mstep: Class 20 contains 5453 members 
Mstep: Class 21 contains 10426 members 
Mstep: Class 22 contains 1148 members 
Mstep: Class 23 contains 13508 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -5.155917e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3982 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 20881 members 
Mstep: Class 8 contains 190240 members 
Mstep: Class 9 contains 11994 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 48888 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 11443 members 
Mstep: Class 16 contains 41272 members 
Mstep: Class 17 contains 7800 members 
Mstep: Class 19 contains 172744 members 
Mstep: Class 20 contains 5400 members 
Mstep: Class 21 contains 10387 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 13610 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -5.155918e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 2304 members 
Mstep: Class 6 contains 7805 members 
Mstep: Class 7 contains 20879 members 
Mstep: Class 8 contains 190207 members 
Mstep: Class 9 contains 11897 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 12 contains 48916 members 
Mstep: Class 13 contains 4078 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 11461 members 
Mstep: Class 16 contains 41268 members 
Mstep: Class 17 contains 7822 members 
Mstep: Class 19 contains 172689 members 
Mstep: Class 20 contains 5346 members 
Mstep: Class 21 contains 10352 members 
Mstep: Class 22 contains 1150 members 
Mstep: Class 23 contains 13706 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -5.155936e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 7810 members 
Mstep: Class 7 contains 20878 members 
Mstep: Class 8 contains 190178 members 
Mstep: Class 9 contains 11823 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 48938 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 11478 members 
Mstep: Class 16 contains 41267 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 19 contains 172635 members 
Mstep: Class 20 contains 5304 members 
Mstep: Class 21 contains 10325 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 13782 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -5.155937e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 7814 members 
Mstep: Class 7 contains 20877 members 
Mstep: Class 8 contains 190160 members 
Mstep: Class 9 contains 11766 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 48953 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 11492 members 
Mstep: Class 16 contains 41264 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 19 contains 172576 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 10297 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 13860 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -5.155945e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2281 members 
Mstep: Class 6 contains 7832 members 
Mstep: Class 7 contains 20876 members 
Mstep: Class 8 contains 190143 members 
Mstep: Class 9 contains 11696 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 48978 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 11502 members 
Mstep: Class 16 contains 41260 members 
Mstep: Class 17 contains 7895 members 
Mstep: Class 19 contains 172504 members 
Mstep: Class 20 contains 5241 members 
Mstep: Class 21 contains 10268 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 13934 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -5.155957e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4308 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 7841 members 
Mstep: Class 7 contains 20878 members 
Mstep: Class 8 contains 190131 members 
Mstep: Class 9 contains 11625 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 49003 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 11509 members 
Mstep: Class 16 contains 41256 members 
Mstep: Class 17 contains 7920 members 
Mstep: Class 19 contains 172423 members 
Mstep: Class 20 contains 5215 members 
Mstep: Class 21 contains 10246 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 14003 members 
Entering Unmasked Estep 
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Iteration 71Q: 23 clusters Score -5.155962e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 7852 members 
Mstep: Class 7 contains 20876 members 
Mstep: Class 8 contains 190109 members 
Mstep: Class 9 contains 11535 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 49029 members 
Mstep: Class 13 contains 4132 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 11517 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 7942 members 
Mstep: Class 19 contains 172371 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 10221 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 14065 members 
Entering Unmasked Estep 
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Iteration 72Q: 23 clusters Score -5.155946e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 20874 members 
Mstep: Class 8 contains 190082 members 
Mstep: Class 9 contains 11447 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 1611 members 
Mstep: Class 12 contains 49054 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 14 contains 4662 members 
Mstep: Class 15 contains 11527 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 19 contains 172298 members 
Mstep: Class 20 contains 5165 members 
Mstep: Class 21 contains 10193 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 14144 members 
Entering Unmasked Estep 
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Iteration 73Q: 23 clusters Score -5.15595e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 2076 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 20877 members 
Mstep: Class 8 contains 190053 members 
Mstep: Class 9 contains 11356 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 49081 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 11532 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 19 contains 172210 members 
Mstep: Class 20 contains 5145 members 
Mstep: Class 21 contains 10164 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 14225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559536.000000 Penalty: 47425.175781
Iteration 74Q: 23 clusters Score -5.155954e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 20879 members 
Mstep: Class 8 contains 190036 members 
Mstep: Class 9 contains 11266 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 49104 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 11536 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 19 contains 172127 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 10132 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 14306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559568.000000 Penalty: 47425.175781
Iteration 75Q: 23 clusters Score -5.155957e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 2080 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 7903 members 
Mstep: Class 7 contains 20881 members 
Mstep: Class 8 contains 190024 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 49126 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 11544 members 
Mstep: Class 16 contains 41260 members 
Mstep: Class 17 contains 8009 members 
Mstep: Class 19 contains 172024 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 14404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559524.000000 Penalty: 47425.175781
Iteration 76Q: 23 clusters Score -5.155952e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4771 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 7916 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 190014 members 
Mstep: Class 9 contains 11097 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 49139 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 11548 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 8020 members 
Mstep: Class 19 contains 171948 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 10072 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 14498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559572.000000 Penalty: 47425.175781
Iteration 77Q: 23 clusters Score -5.155957e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4833 members 
Mstep: Class 3 contains 2079 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 2238 members 
Mstep: Class 6 contains 7944 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 190011 members 
Mstep: Class 9 contains 11006 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 49158 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 11552 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 8031 members 
Mstep: Class 19 contains 171862 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 10038 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 14605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559524.000000 Penalty: 47425.175781
Iteration 78Q: 23 clusters Score -5.155952e+07 nChanged 370
Entering ConstructFrom: 
Score: -51559524.000000 Penalty: 47425.175781
Entering ConstructFrom: 
Trying to split cluster 1 (10478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Entering Unmasked Estep 
Score: -989393.375000 Penalty: 1504.267944
	Iteration 0F: 2 clusters Score -989393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -981915.875000 Penalty: 3008.535889
	Iteration 0F: 3 clusters Score -981915.9 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -984382.125000 Penalty: 3008.535889
	Iteration 1F: 3 clusters Score -984382.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -984634.437500 Penalty: 3008.535889
	Iteration 2F: 3 clusters Score -984634.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -984832.125000 Penalty: 3008.535889
	Iteration 3Q: 3 clusters Score -984832.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -985026.875000 Penalty: 3008.535889
	Iteration 4Q: 3 clusters Score -985026.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -985249.000000 Penalty: 3008.535889
	Iteration 5Q: 3 clusters Score -985249 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -985516.875000 Penalty: 3008.535889
	Iteration 6Q: 3 clusters Score -985516.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -985821.437500 Penalty: 3008.535889
	Iteration 7Q: 3 clusters Score -985821.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -986140.250000 Penalty: 3008.535889
	Iteration 8Q: 3 clusters Score -986140.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -986451.437500 Penalty: 3008.535889
	Iteration 9Q: 3 clusters Score -986451.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -986706.500000 Penalty: 3008.535889
	Iteration 10Q: 3 clusters Score -986706.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -986876.625000 Penalty: 3008.535889
	Iteration 11Q: 3 clusters Score -986876.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -986980.375000 Penalty: 3008.535889
	Iteration 12Q: 3 clusters Score -986980.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -987041.625000 Penalty: 3008.535889
	Iteration 13Q: 3 clusters Score -987041.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -987072.375000 Penalty: 3008.535889
	Iteration 14Q: 3 clusters Score -987072.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -987098.250000 Penalty: 3008.535889
	Iteration 15Q: 3 clusters Score -987098.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -987112.187500 Penalty: 3008.535889
	Iteration 16Q: 3 clusters Score -987112.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -987122.000000 Penalty: 3008.535889
	Iteration 17Q: 3 clusters Score -987122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -987128.375000 Penalty: 3008.535889
	Iteration 18Q: 3 clusters Score -987128.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -987135.812500 Penalty: 3008.535889
	Iteration 19Q: 3 clusters Score -987135.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -987142.812500 Penalty: 3008.535889
	Iteration 20F: 3 clusters Score -987142.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -987153.375000 Penalty: 3008.535889
	Iteration 21Q: 3 clusters Score -987153.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -987163.937500 Penalty: 3008.535889
	Iteration 22Q: 3 clusters Score -987163.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -987173.000000 Penalty: 3008.535889
	Iteration 23Q: 3 clusters Score -987173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -987182.187500 Penalty: 3008.535889
	Iteration 24Q: 3 clusters Score -987182.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -987189.312500 Penalty: 3008.535889
	Iteration 25Q: 3 clusters Score -987189.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -987194.500000 Penalty: 3008.535889
	Iteration 26Q: 3 clusters Score -987194.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -987198.187500 Penalty: 3008.535889
	Iteration 27Q: 3 clusters Score -987198.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -987205.625000 Penalty: 3008.535889
	Iteration 28Q: 3 clusters Score -987205.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -987214.062500 Penalty: 3008.535889
	Iteration 29Q: 3 clusters Score -987214.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -987227.625000 Penalty: 3008.535889
	Iteration 30Q: 3 clusters Score -987227.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -987236.062500 Penalty: 3008.535889
	Iteration 31Q: 3 clusters Score -987236.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -987244.875000 Penalty: 3008.535889
	Iteration 32Q: 3 clusters Score -987244.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -987249.187500 Penalty: 3008.535889
	Iteration 33Q: 3 clusters Score -987249.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -987257.312500 Penalty: 3008.535889
	Iteration 34Q: 3 clusters Score -987257.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -987263.625000 Penalty: 3008.535889
	Iteration 35Q: 3 clusters Score -987263.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -987270.750000 Penalty: 3008.535889
	Iteration 36Q: 3 clusters Score -987270.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -987279.000000 Penalty: 3008.535889
	Iteration 37Q: 3 clusters Score -987279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -987283.375000 Penalty: 3008.535889
	Iteration 38Q: 3 clusters Score -987283.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -987292.500000 Penalty: 3008.535889
	Iteration 39Q: 3 clusters Score -987292.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -987299.187500 Penalty: 3008.535889
	Iteration 40F: 3 clusters Score -987299.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -987303.500000 Penalty: 3008.535889
	Iteration 41Q: 3 clusters Score -987303.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -987310.875000 Penalty: 3008.535889
	Iteration 42Q: 3 clusters Score -987310.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -987310.750000 Penalty: 3008.535889
	Iteration 43Q: 3 clusters Score -987310.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -987313.625000 Penalty: 3008.535889
	Iteration 44Q: 3 clusters Score -987313.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -987318.562500 Penalty: 3008.535889
	Iteration 45Q: 3 clusters Score -987318.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -987320.875000 Penalty: 3008.535889
	Iteration 46Q: 3 clusters Score -987320.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -987324.750000 Penalty: 3008.535889
	Iteration 47Q: 3 clusters Score -987324.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -987330.875000 Penalty: 3008.535889
	Iteration 48Q: 3 clusters Score -987330.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -987338.687500 Penalty: 3008.535889
	Iteration 49Q: 3 clusters Score -987338.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -987345.000000 Penalty: 3008.535889
	Iteration 50Q: 3 clusters Score -987345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -987350.562500 Penalty: 3008.535889
	Iteration 51Q: 3 clusters Score -987350.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -987357.750000 Penalty: 3008.535889
	Iteration 52Q: 3 clusters Score -987357.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -987361.437500 Penalty: 3008.535889
	Iteration 53Q: 3 clusters Score -987361.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -987368.312500 Penalty: 3008.535889
	Iteration 54Q: 3 clusters Score -987368.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -987374.125000 Penalty: 3008.535889
	Iteration 55Q: 3 clusters Score -987374.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -987379.375000 Penalty: 3008.535889
	Iteration 56Q: 3 clusters Score -987379.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -987381.812500 Penalty: 3008.535889
	Iteration 57Q: 3 clusters Score -987381.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -987384.812500 Penalty: 3008.535889
	Iteration 58Q: 3 clusters Score -987384.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -987389.625000 Penalty: 3008.535889
	Iteration 59Q: 3 clusters Score -987389.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -987391.562500 Penalty: 3008.535889
	Iteration 60F: 3 clusters Score -987391.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -987398.375000 Penalty: 3008.535889
	Iteration 61Q: 3 clusters Score -987398.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -987398.812500 Penalty: 3008.535889
	Iteration 62Q: 3 clusters Score -987398.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -987402.000000 Penalty: 3008.535889
	Iteration 63Q: 3 clusters Score -987402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -987406.187500 Penalty: 3008.535889
	Iteration 64Q: 3 clusters Score -987406.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -987409.187500 Penalty: 3008.535889
	Iteration 65Q: 3 clusters Score -987409.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -987411.625000 Penalty: 3008.535889
	Iteration 66Q: 3 clusters Score -987411.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -987410.937500 Penalty: 3008.535889
	Iteration 67Q: 3 clusters Score -987410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -987412.750000 Penalty: 3008.535889
	Iteration 68Q: 3 clusters Score -987412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -987414.750000 Penalty: 3008.535889
	Iteration 69Q: 3 clusters Score -987414.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -987415.875000 Penalty: 3008.535889
	Iteration 70Q: 3 clusters Score -987415.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -987417.000000 Penalty: 3008.535889
	Iteration 71Q: 3 clusters Score -987417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -987422.250000 Penalty: 3008.535889
	Iteration 72Q: 3 clusters Score -987422.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -987426.812500 Penalty: 3008.535889
	Iteration 73Q: 3 clusters Score -987426.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -987430.437500 Penalty: 3008.535889
	Iteration 74Q: 3 clusters Score -987430.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -987433.562500 Penalty: 3008.535889
	Iteration 75Q: 3 clusters Score -987433.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -987436.437500 Penalty: 3008.535889
	Iteration 76Q: 3 clusters Score -987436.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -987440.875000 Penalty: 3008.535889
	Iteration 77Q: 3 clusters Score -987440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -987443.625000 Penalty: 3008.535889
	Iteration 78Q: 3 clusters Score -987443.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -987444.750000 Penalty: 3008.535889
	Iteration 79Q: 3 clusters Score -987444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -987446.250000 Penalty: 3008.535889
	Iteration 80F: 3 clusters Score -987446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -987445.562500 Penalty: 3008.535889
	Iteration 81Q: 3 clusters Score -987445.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -987447.125000 Penalty: 3008.535889
	Iteration 82Q: 3 clusters Score -987447.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -987453.250000 Penalty: 3008.535889
	Iteration 83Q: 3 clusters Score -987453.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -987457.625000 Penalty: 3008.535889
	Iteration 84Q: 3 clusters Score -987457.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -987460.312500 Penalty: 3008.535889
	Iteration 85Q: 3 clusters Score -987460.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -987466.375000 Penalty: 3008.535889
	Iteration 86Q: 3 clusters Score -987466.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -987475.062500 Penalty: 3008.535889
	Iteration 87Q: 3 clusters Score -987475.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -987477.687500 Penalty: 3008.535889
	Iteration 88Q: 3 clusters Score -987477.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -987484.750000 Penalty: 3008.535889
	Iteration 89Q: 3 clusters Score -987484.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -987489.125000 Penalty: 3008.535889
	Iteration 90Q: 3 clusters Score -987489.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -987492.312500 Penalty: 3008.535889
	Iteration 91Q: 3 clusters Score -987492.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -987496.750000 Penalty: 3008.535889
	Iteration 92Q: 3 clusters Score -987496.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -987505.062500 Penalty: 3008.535889
	Iteration 93Q: 3 clusters Score -987505.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -987512.250000 Penalty: 3008.535889
	Iteration 94Q: 3 clusters Score -987512.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -987521.625000 Penalty: 3008.535889
	Iteration 95Q: 3 clusters Score -987521.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -987532.875000 Penalty: 3008.535889
	Iteration 96Q: 3 clusters Score -987532.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -987539.312500 Penalty: 3008.535889
	Iteration 97Q: 3 clusters Score -987539.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -987542.250000 Penalty: 3008.535889
	Iteration 98Q: 3 clusters Score -987542.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -987548.312500 Penalty: 3008.535889
	Iteration 99Q: 3 clusters Score -987548.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -987553.750000 Penalty: 3008.535889
	Iteration 100F: 3 clusters Score -987553.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -987558.437500 Penalty: 3008.535889
	Iteration 101Q: 3 clusters Score -987558.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -987566.562500 Penalty: 3008.535889
	Iteration 102Q: 3 clusters Score -987566.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -987569.500000 Penalty: 3008.535889
	Iteration 103Q: 3 clusters Score -987569.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -987573.312500 Penalty: 3008.535889
	Iteration 104Q: 3 clusters Score -987573.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -987580.062500 Penalty: 3008.535889
	Iteration 105Q: 3 clusters Score -987580.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -987582.500000 Penalty: 3008.535889
	Iteration 106Q: 3 clusters Score -987582.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -987586.437500 Penalty: 3008.535889
	Iteration 107Q: 3 clusters Score -987586.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -987587.000000 Penalty: 3008.535889
	Iteration 108Q: 3 clusters Score -987587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -987589.437500 Penalty: 3008.535889
	Iteration 109Q: 3 clusters Score -987589.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -987592.937500 Penalty: 3008.535889
	Iteration 110Q: 3 clusters Score -987592.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -987596.437500 Penalty: 3008.535889
	Iteration 111Q: 3 clusters Score -987596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -987596.000000 Penalty: 3008.535889
	Iteration 112Q: 3 clusters Score -987596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -987597.062500 Penalty: 3008.535889
	Iteration 113Q: 3 clusters Score -987597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -987598.625000 Penalty: 3008.535889
	Iteration 114Q: 3 clusters Score -987598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -987597.937500 Penalty: 3008.535889
	Iteration 115Q: 3 clusters Score -987597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -987600.312500 Penalty: 3008.535889
	Iteration 116Q: 3 clusters Score -987600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -987600.000000 Penalty: 3008.535889
	Iteration 117Q: 3 clusters Score -987600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -987603.062500 Penalty: 3008.535889
	Iteration 118Q: 3 clusters Score -987603.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -987602.062500 Penalty: 3008.535889
	Iteration 119Q: 3 clusters Score -987602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -987603.187500 Penalty: 3008.535889
	Iteration 120F: 3 clusters Score -987603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -987604.875000 Penalty: 3008.535889
	Iteration 121Q: 3 clusters Score -987604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -987607.750000 Penalty: 3008.535889
	Iteration 122Q: 3 clusters Score -987607.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -987609.750000 Penalty: 3008.535889
	Iteration 123Q: 3 clusters Score -987609.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -987611.250000 Penalty: 3008.535889
	Iteration 124Q: 3 clusters Score -987611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -987612.375000 Penalty: 3008.535889
	Iteration 125Q: 3 clusters Score -987612.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -987613.875000 Penalty: 3008.535889
	Iteration 126Q: 3 clusters Score -987613.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -987618.500000 Penalty: 3008.535889
	Iteration 127Q: 3 clusters Score -987618.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -987624.500000 Penalty: 3008.535889
	Iteration 128Q: 3 clusters Score -987624.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -987623.250000 Penalty: 3008.535889
	Iteration 129Q: 3 clusters Score -987623.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -987626.375000 Penalty: 3008.535889
	Iteration 130Q: 3 clusters Score -987626.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -987628.750000 Penalty: 3008.535889
	Iteration 131Q: 3 clusters Score -987628.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -987633.812500 Penalty: 3008.535889
	Iteration 132Q: 3 clusters Score -987633.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -987638.875000 Penalty: 3008.535889
	Iteration 133Q: 3 clusters Score -987638.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -987643.687500 Penalty: 3008.535889
	Iteration 134Q: 3 clusters Score -987643.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -987653.062500 Penalty: 3008.535889
	Iteration 135Q: 3 clusters Score -987653.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -987657.937500 Penalty: 3008.535889
	Iteration 136Q: 3 clusters Score -987657.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -987666.375000 Penalty: 3008.535889
	Iteration 137Q: 3 clusters Score -987666.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -987677.000000 Penalty: 3008.535889
	Iteration 138Q: 3 clusters Score -987677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -987684.750000 Penalty: 3008.535889
	Iteration 139Q: 3 clusters Score -987684.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -987693.750000 Penalty: 3008.535889
	Iteration 140F: 3 clusters Score -987693.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -987699.500000 Penalty: 3008.535889
	Iteration 141Q: 3 clusters Score -987699.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -987707.312500 Penalty: 3008.535889
	Iteration 142Q: 3 clusters Score -987707.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -987711.250000 Penalty: 3008.535889
	Iteration 143Q: 3 clusters Score -987711.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -987716.937500 Penalty: 3008.535889
	Iteration 144Q: 3 clusters Score -987716.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -987721.250000 Penalty: 3008.535889
	Iteration 145Q: 3 clusters Score -987721.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -987727.125000 Penalty: 3008.535889
	Iteration 146Q: 3 clusters Score -987727.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -987731.375000 Penalty: 3008.535889
	Iteration 147Q: 3 clusters Score -987731.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -987739.250000 Penalty: 3008.535889
	Iteration 148Q: 3 clusters Score -987739.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -987748.125000 Penalty: 3008.535889
	Iteration 149Q: 3 clusters Score -987748.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -987753.375000 Penalty: 3008.535889
	Iteration 150Q: 3 clusters Score -987753.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -987761.000000 Penalty: 3008.535889
	Iteration 151Q: 3 clusters Score -987761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -987764.187500 Penalty: 3008.535889
	Iteration 152Q: 3 clusters Score -987764.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -987767.312500 Penalty: 3008.535889
	Iteration 153Q: 3 clusters Score -987767.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -987770.562500 Penalty: 3008.535889
	Iteration 154Q: 3 clusters Score -987770.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -987772.562500 Penalty: 3008.535889
	Iteration 155Q: 3 clusters Score -987772.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -987773.937500 Penalty: 3008.535889
	Iteration 156Q: 3 clusters Score -987773.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -987783.750000 Penalty: 3008.535889
	Iteration 157Q: 3 clusters Score -987783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -987786.312500 Penalty: 3008.535889
	Iteration 158Q: 3 clusters Score -987786.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -987790.875000 Penalty: 3008.535889
	Iteration 159Q: 3 clusters Score -987790.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -987794.000000 Penalty: 3008.535889
	Iteration 160F: 3 clusters Score -987794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -987796.687500 Penalty: 3008.535889
	Iteration 161Q: 3 clusters Score -987796.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -987800.312500 Penalty: 3008.535889
	Iteration 162Q: 3 clusters Score -987800.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -987803.062500 Penalty: 3008.535889
	Iteration 163Q: 3 clusters Score -987803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -987805.187500 Penalty: 3008.535889
	Iteration 164Q: 3 clusters Score -987805.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -987809.937500 Penalty: 3008.535889
	Iteration 165Q: 3 clusters Score -987809.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -987814.187500 Penalty: 3008.535889
	Iteration 166Q: 3 clusters Score -987814.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -987819.750000 Penalty: 3008.535889
	Iteration 167Q: 3 clusters Score -987819.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -987822.187500 Penalty: 3008.535889
	Iteration 168Q: 3 clusters Score -987822.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -987824.062500 Penalty: 3008.535889
	Iteration 169Q: 3 clusters Score -987824.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -987827.375000 Penalty: 3008.535889
	Iteration 170Q: 3 clusters Score -987827.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -987830.937500 Penalty: 3008.535889
	Iteration 171Q: 3 clusters Score -987830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -987833.937500 Penalty: 3008.535889
	Iteration 172Q: 3 clusters Score -987833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -987834.812500 Penalty: 3008.535889
	Iteration 173Q: 3 clusters Score -987834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -987836.375000 Penalty: 3008.535889
	Iteration 174Q: 3 clusters Score -987836.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -987836.562500 Penalty: 3008.535889
	Iteration 175Q: 3 clusters Score -987836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -987839.312500 Penalty: 3008.535889
	Iteration 176Q: 3 clusters Score -987839.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -987841.812500 Penalty: 3008.535889
	Iteration 177Q: 3 clusters Score -987841.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -987842.000000 Penalty: 3008.535889
	Iteration 178Q: 3 clusters Score -987842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -987848.000000 Penalty: 3008.535889
	Iteration 179Q: 3 clusters Score -987848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -987848.687500 Penalty: 3008.535889
	Iteration 180F: 3 clusters Score -987848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -987849.875000 Penalty: 3008.535889
	Iteration 181Q: 3 clusters Score -987849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -987851.000000 Penalty: 3008.535889
	Iteration 182Q: 3 clusters Score -987851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -987854.062500 Penalty: 3008.535889
	Iteration 183Q: 3 clusters Score -987854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -987859.125000 Penalty: 3008.535889
	Iteration 184Q: 3 clusters Score -987859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -987857.500000 Penalty: 3008.535889
	Iteration 185Q: 3 clusters Score -987857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -987860.125000 Penalty: 3008.535889
	Iteration 186Q: 3 clusters Score -987860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -987861.875000 Penalty: 3008.535889
	Iteration 187Q: 3 clusters Score -987861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -987861.500000 Penalty: 3008.535889
	Iteration 188Q: 3 clusters Score -987861.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -987864.437500 Penalty: 3008.535889
	Iteration 189Q: 3 clusters Score -987864.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -987870.812500 Penalty: 3008.535889
	Iteration 190Q: 3 clusters Score -987870.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -987872.687500 Penalty: 3008.535889
	Iteration 191Q: 3 clusters Score -987872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -987875.062500 Penalty: 3008.535889
	Iteration 192Q: 3 clusters Score -987875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -987877.125000 Penalty: 3008.535889
	Iteration 193Q: 3 clusters Score -987877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -987880.312500 Penalty: 3008.535889
	Iteration 194Q: 3 clusters Score -987880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -987881.187500 Penalty: 3008.535889
	Iteration 195Q: 3 clusters Score -987881.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -987883.375000 Penalty: 3008.535889
	Iteration 196Q: 3 clusters Score -987883.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -987885.937500 Penalty: 3008.535889
	Iteration 197Q: 3 clusters Score -987885.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -987890.750000 Penalty: 3008.535889
	Iteration 198Q: 3 clusters Score -987890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -987893.250000 Penalty: 3008.535889
	Iteration 199Q: 3 clusters Score -987893.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -987898.500000 Penalty: 3008.535889
	Iteration 200F: 3 clusters Score -987898.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -987900.875000 Penalty: 3008.535889
	Iteration 201Q: 3 clusters Score -987900.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -987906.250000 Penalty: 3008.535889
	Iteration 202Q: 3 clusters Score -987906.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -987912.250000 Penalty: 3008.535889
	Iteration 203Q: 3 clusters Score -987912.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -987915.187500 Penalty: 3008.535889
	Iteration 204Q: 3 clusters Score -987915.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -987920.437500 Penalty: 3008.535889
	Iteration 205Q: 3 clusters Score -987920.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -987923.000000 Penalty: 3008.535889
	Iteration 206Q: 3 clusters Score -987923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -987925.125000 Penalty: 3008.535889
	Iteration 207Q: 3 clusters Score -987925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -987925.687500 Penalty: 3008.535889
	Iteration 208Q: 3 clusters Score -987925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -987926.812500 Penalty: 3008.535889
	Iteration 209Q: 3 clusters Score -987926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -987926.875000 Penalty: 3008.535889
	Iteration 210Q: 3 clusters Score -987926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -987927.312500 Penalty: 3008.535889
	Iteration 211Q: 3 clusters Score -987927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -987927.250000 Penalty: 3008.535889
	Iteration 212Q: 3 clusters Score -987927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -987927.250000 Penalty: 3008.535889
	Iteration 213F: 3 clusters Score -987927.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -424690.062500 Penalty: 1380.727783
	Iteration 0F: 2 clusters Score -424690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -420825.812500 Penalty: 2761.455566
	Iteration 0F: 3 clusters Score -420825.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -421940.937500 Penalty: 2761.455566
	Iteration 1F: 3 clusters Score -421940.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -422197.250000 Penalty: 2761.455566
	Iteration 2F: 3 clusters Score -422197.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -422422.187500 Penalty: 2761.455566
	Iteration 3F: 3 clusters Score -422422.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -422591.937500 Penalty: 2761.455566
	Iteration 4F: 3 clusters Score -422591.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -422734.625000 Penalty: 2761.455566
	Iteration 5Q: 3 clusters Score -422734.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -422853.406250 Penalty: 2761.455566
	Iteration 6Q: 3 clusters Score -422853.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -422941.281250 Penalty: 2761.455566
	Iteration 7Q: 3 clusters Score -422941.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -423003.656250 Penalty: 2761.455566
	Iteration 8Q: 3 clusters Score -423003.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -423064.781250 Penalty: 2761.455566
	Iteration 9Q: 3 clusters Score -423064.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -423133.781250 Penalty: 2761.455566
	Iteration 10Q: 3 clusters Score -423133.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -423204.750000 Penalty: 2761.455566
	Iteration 11Q: 3 clusters Score -423204.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -423263.125000 Penalty: 2761.455566
	Iteration 12Q: 3 clusters Score -423263.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -423321.750000 Penalty: 2761.455566
	Iteration 13Q: 3 clusters Score -423321.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -423376.468750 Penalty: 2761.455566
	Iteration 14Q: 3 clusters Score -423376.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -423419.843750 Penalty: 2761.455566
	Iteration 15Q: 3 clusters Score -423419.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -423456.156250 Penalty: 2761.455566
	Iteration 16Q: 3 clusters Score -423456.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -423492.375000 Penalty: 2761.455566
	Iteration 17Q: 3 clusters Score -423492.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -423533.875000 Penalty: 2761.455566
	Iteration 18Q: 3 clusters Score -423533.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -423572.750000 Penalty: 2761.455566
	Iteration 19Q: 3 clusters Score -423572.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -423610.937500 Penalty: 2761.455566
	Iteration 20F: 3 clusters Score -423610.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -423657.750000 Penalty: 2761.455566
	Iteration 21Q: 3 clusters Score -423657.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -423718.281250 Penalty: 2761.455566
	Iteration 22Q: 3 clusters Score -423718.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -423764.281250 Penalty: 2761.455566
	Iteration 23Q: 3 clusters Score -423764.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -423814.062500 Penalty: 2761.455566
	Iteration 24Q: 3 clusters Score -423814.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -423879.875000 Penalty: 2761.455566
	Iteration 25Q: 3 clusters Score -423879.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -423928.250000 Penalty: 2761.455566
	Iteration 26Q: 3 clusters Score -423928.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -423955.000000 Penalty: 2761.455566
	Iteration 27Q: 3 clusters Score -423955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -423966.750000 Penalty: 2761.455566
	Iteration 28Q: 3 clusters Score -423966.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -423974.500000 Penalty: 2761.455566
	Iteration 29Q: 3 clusters Score -423974.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -423982.187500 Penalty: 2761.455566
	Iteration 30Q: 3 clusters Score -423982.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -423988.531250 Penalty: 2761.455566
	Iteration 31Q: 3 clusters Score -423988.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -423991.406250 Penalty: 2761.455566
	Iteration 32Q: 3 clusters Score -423991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -423993.437500 Penalty: 2761.455566
	Iteration 33Q: 3 clusters Score -423993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -423997.906250 Penalty: 2761.455566
	Iteration 34Q: 3 clusters Score -423997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -423999.906250 Penalty: 2761.455566
	Iteration 35Q: 3 clusters Score -423999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -424002.187500 Penalty: 2761.455566
	Iteration 36Q: 3 clusters Score -424002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -424005.781250 Penalty: 2761.455566
	Iteration 37Q: 3 clusters Score -424005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -424007.437500 Penalty: 2761.455566
	Iteration 38Q: 3 clusters Score -424007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -424009.062500 Penalty: 2761.455566
	Iteration 39Q: 3 clusters Score -424009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -424012.250000 Penalty: 2761.455566
	Iteration 40F: 3 clusters Score -424012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -424012.781250 Penalty: 2761.455566
	Iteration 41Q: 3 clusters Score -424012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -424013.187500 Penalty: 2761.455566
	Iteration 42Q: 3 clusters Score -424013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -424015.468750 Penalty: 2761.455566
	Iteration 43Q: 3 clusters Score -424015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -424016.250000 Penalty: 2761.455566
	Iteration 44Q: 3 clusters Score -424016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -424017.406250 Penalty: 2761.455566
	Iteration 45Q: 3 clusters Score -424017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -424018.250000 Penalty: 2761.455566
	Iteration 46Q: 3 clusters Score -424018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -424018.406250 Penalty: 2761.455566
	Iteration 47Q: 3 clusters Score -424018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -424019.687500 Penalty: 2761.455566
	Iteration 48Q: 3 clusters Score -424019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -424019.687500 Penalty: 2761.455566
	Iteration 49F: 3 clusters Score -424019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -176432.312500 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -176432.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -174274.500000 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -174274.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -174804.765625 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -174804.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -174990.156250 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -174990.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -175100.468750 Penalty: 2483.508301
	Iteration 3F: 3 clusters Score -175100.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -175221.031250 Penalty: 2483.508301
	Iteration 4Q: 3 clusters Score -175221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -175382.390625 Penalty: 2483.508301
	Iteration 5F: 3 clusters Score -175382.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -175605.796875 Penalty: 2483.508301
	Iteration 6F: 3 clusters Score -175605.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -175858.578125 Penalty: 2483.508301
	Iteration 7F: 3 clusters Score -175858.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -176148.390625 Penalty: 2483.508301
	Iteration 8F: 3 clusters Score -176148.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -176331.984375 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -176332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176398.312500 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -176398.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176436.031250 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -176436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176449.453125 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -176449.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176453.859375 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -176453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -176453.953125 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -176454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -176453.953125 Penalty: 2483.508301
	Iteration 15F: 3 clusters Score -176454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 190003 members 
Mstep: Class 9 contains 10937 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 49182 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 8046 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 171766 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 14718 members 
Entering Unmasked Estep 
Score: -51558664.000000 Penalty: 49580.863281
Splitting cluster 3 changes total score from -51559524.000000 to -51558664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -100162.976562 Penalty: 1171.637939
	Iteration 0F: 2 clusters Score -100163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -98533.695312 Penalty: 2343.275879
	Iteration 0F: 3 clusters Score -98533.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -99124.078125 Penalty: 2343.275879
	Iteration 1F: 3 clusters Score -99124.08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -99343.664062 Penalty: 2343.275879
	Iteration 2F: 3 clusters Score -99343.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -99480.250000 Penalty: 2343.275879
	Iteration 3F: 3 clusters Score -99480.25 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -99572.078125 Penalty: 2343.275879
	Iteration 4Q: 3 clusters Score -99572.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -99678.234375 Penalty: 2343.275879
	Iteration 5Q: 3 clusters Score -99678.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -99748.296875 Penalty: 2343.275879
	Iteration 6Q: 3 clusters Score -99748.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -99819.117188 Penalty: 2343.275879
	Iteration 7Q: 3 clusters Score -99819.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -99866.664062 Penalty: 2343.275879
	Iteration 8Q: 3 clusters Score -99866.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -99894.523438 Penalty: 2343.275879
	Iteration 9Q: 3 clusters Score -99894.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -99916.414062 Penalty: 2343.275879
	Iteration 10Q: 3 clusters Score -99916.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -99929.382812 Penalty: 2343.275879
	Iteration 11Q: 3 clusters Score -99929.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99934.921875 Penalty: 2343.275879
	Iteration 12Q: 3 clusters Score -99934.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -99944.742188 Penalty: 2343.275879
	Iteration 13Q: 3 clusters Score -99944.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -99950.078125 Penalty: 2343.275879
	Iteration 14Q: 3 clusters Score -99950.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -99951.078125 Penalty: 2343.275879
	Iteration 15Q: 3 clusters Score -99951.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -99957.171875 Penalty: 2343.275879
	Iteration 16Q: 3 clusters Score -99957.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -99960.109375 Penalty: 2343.275879
	Iteration 17Q: 3 clusters Score -99960.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -99963.367188 Penalty: 2343.275879
	Iteration 18Q: 3 clusters Score -99963.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -99963.890625 Penalty: 2343.275879
	Iteration 19Q: 3 clusters Score -99963.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -99963.890625 Penalty: 2343.275879
	Iteration 20F: 3 clusters Score -99963.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -181724.296875 Penalty: 1252.397705
	Iteration 0F: 2 clusters Score -181724.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -179583.328125 Penalty: 2504.795410
	Iteration 0F: 3 clusters Score -179583.3 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -180136.203125 Penalty: 2504.795410
	Iteration 1F: 3 clusters Score -180136.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -180307.984375 Penalty: 2504.795410
	Iteration 2F: 3 clusters Score -180308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -180447.890625 Penalty: 2504.795410
	Iteration 3F: 3 clusters Score -180447.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -180580.734375 Penalty: 2504.795410
	Iteration 4F: 3 clusters Score -180580.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -180705.421875 Penalty: 2504.795410
	Iteration 5Q: 3 clusters Score -180705.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -180846.906250 Penalty: 2504.795410
	Iteration 6F: 3 clusters Score -180846.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -180968.781250 Penalty: 2504.795410
	Iteration 7Q: 3 clusters Score -180968.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -181059.984375 Penalty: 2504.795410
	Iteration 8Q: 3 clusters Score -181060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -181119.953125 Penalty: 2504.795410
	Iteration 9Q: 3 clusters Score -181120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -181153.156250 Penalty: 2504.795410
	Iteration 10Q: 3 clusters Score -181153.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -181174.093750 Penalty: 2504.795410
	Iteration 11Q: 3 clusters Score -181174.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -181187.968750 Penalty: 2504.795410
	Iteration 12Q: 3 clusters Score -181188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -181197.796875 Penalty: 2504.795410
	Iteration 13Q: 3 clusters Score -181197.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -181205.984375 Penalty: 2504.795410
	Iteration 14Q: 3 clusters Score -181206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -181211.234375 Penalty: 2504.795410
	Iteration 15Q: 3 clusters Score -181211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -181215.734375 Penalty: 2504.795410
	Iteration 16Q: 3 clusters Score -181215.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -181222.078125 Penalty: 2504.795410
	Iteration 17Q: 3 clusters Score -181222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -181227.062500 Penalty: 2504.795410
	Iteration 18Q: 3 clusters Score -181227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -181231.500000 Penalty: 2504.795410
	Iteration 19Q: 3 clusters Score -181231.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -181234.796875 Penalty: 2504.795410
	Iteration 20F: 3 clusters Score -181234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -181240.281250 Penalty: 2504.795410
	Iteration 21Q: 3 clusters Score -181240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -181241.671875 Penalty: 2504.795410
	Iteration 22Q: 3 clusters Score -181241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -181242.390625 Penalty: 2504.795410
	Iteration 23Q: 3 clusters Score -181242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -181242.390625 Penalty: 2504.795410
	Iteration 24F: 3 clusters Score -181242.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -648379.937500 Penalty: 1459.584473
	Iteration 0F: 2 clusters Score -648379.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -642648.000000 Penalty: 2919.168945
	Iteration 0F: 3 clusters Score -642648 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -644506.375000 Penalty: 2919.168945
	Iteration 1F: 3 clusters Score -644506.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -644744.062500 Penalty: 2919.168945
	Iteration 2F: 3 clusters Score -644744.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -644923.187500 Penalty: 2919.168945
	Iteration 3Q: 3 clusters Score -644923.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -645058.125000 Penalty: 2919.168945
	Iteration 4Q: 3 clusters Score -645058.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -645151.812500 Penalty: 2919.168945
	Iteration 5Q: 3 clusters Score -645151.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -645235.000000 Penalty: 2919.168945
	Iteration 6Q: 3 clusters Score -645235 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -645306.625000 Penalty: 2919.168945
	Iteration 7Q: 3 clusters Score -645306.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -645363.500000 Penalty: 2919.168945
	Iteration 8Q: 3 clusters Score -645363.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -645439.937500 Penalty: 2919.168945
	Iteration 9Q: 3 clusters Score -645439.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -645534.187500 Penalty: 2919.168945
	Iteration 10Q: 3 clusters Score -645534.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -645663.562500 Penalty: 2919.168945
	Iteration 11Q: 3 clusters Score -645663.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -645792.562500 Penalty: 2919.168945
	Iteration 12Q: 3 clusters Score -645792.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -645925.062500 Penalty: 2919.168945
	Iteration 13Q: 3 clusters Score -645925.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -646056.187500 Penalty: 2919.168945
	Iteration 14Q: 3 clusters Score -646056.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -646182.500000 Penalty: 2919.168945
	Iteration 15Q: 3 clusters Score -646182.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -646317.000000 Penalty: 2919.168945
	Iteration 16Q: 3 clusters Score -646317 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -646448.437500 Penalty: 2919.168945
	Iteration 17Q: 3 clusters Score -646448.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -646584.687500 Penalty: 2919.168945
	Iteration 18Q: 3 clusters Score -646584.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -646731.500000 Penalty: 2919.168945
	Iteration 19Q: 3 clusters Score -646731.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -646859.937500 Penalty: 2919.168945
	Iteration 20F: 3 clusters Score -646859.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -646990.000000 Penalty: 2919.168945
	Iteration 21Q: 3 clusters Score -646990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -647092.437500 Penalty: 2919.168945
	Iteration 22Q: 3 clusters Score -647092.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -647159.812500 Penalty: 2919.168945
	Iteration 23Q: 3 clusters Score -647159.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -647207.437500 Penalty: 2919.168945
	Iteration 24Q: 3 clusters Score -647207.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -647246.562500 Penalty: 2919.168945
	Iteration 25Q: 3 clusters Score -647246.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -647272.250000 Penalty: 2919.168945
	Iteration 26Q: 3 clusters Score -647272.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -647290.500000 Penalty: 2919.168945
	Iteration 27Q: 3 clusters Score -647290.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -647296.250000 Penalty: 2919.168945
	Iteration 28Q: 3 clusters Score -647296.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -647303.000000 Penalty: 2919.168945
	Iteration 29Q: 3 clusters Score -647303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -647305.937500 Penalty: 2919.168945
	Iteration 30Q: 3 clusters Score -647305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -647310.187500 Penalty: 2919.168945
	Iteration 31Q: 3 clusters Score -647310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -647310.937500 Penalty: 2919.168945
	Iteration 32Q: 3 clusters Score -647310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -647312.437500 Penalty: 2919.168945
	Iteration 33Q: 3 clusters Score -647312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -647315.437500 Penalty: 2919.168945
	Iteration 34Q: 3 clusters Score -647315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -647317.625000 Penalty: 2919.168945
	Iteration 35Q: 3 clusters Score -647317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -647321.312500 Penalty: 2919.168945
	Iteration 36Q: 3 clusters Score -647321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -647327.312500 Penalty: 2919.168945
	Iteration 37Q: 3 clusters Score -647327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -647328.750000 Penalty: 2919.168945
	Iteration 38Q: 3 clusters Score -647328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -647329.000000 Penalty: 2919.168945
	Iteration 39Q: 3 clusters Score -647329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -647329.000000 Penalty: 2919.168945
	Iteration 40F: 3 clusters Score -647329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Entering Unmasked Estep 
Score: -1993464.750000 Penalty: 1616.329468
	Iteration 0F: 2 clusters Score -1993465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1979215.625000 Penalty: 3232.658936
	Iteration 0F: 3 clusters Score -1979216 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1984480.125000 Penalty: 3232.658936
	Iteration 1F: 3 clusters Score -1984480 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1984815.375000 Penalty: 3232.658936
	Iteration 2Q: 3 clusters Score -1984815 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1985163.375000 Penalty: 3232.658936
	Iteration 3Q: 3 clusters Score -1985163 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1985538.125000 Penalty: 3232.658936
	Iteration 4Q: 3 clusters Score -1985538 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1986005.625000 Penalty: 3232.658936
	Iteration 5Q: 3 clusters Score -1986006 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1986669.500000 Penalty: 3232.658936
	Iteration 6F: 3 clusters Score -1986670 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1987534.625000 Penalty: 3232.658936
	Iteration 7F: 3 clusters Score -1987535 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1988604.625000 Penalty: 3232.658936
	Iteration 8F: 3 clusters Score -1988605 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1989683.250000 Penalty: 3232.658936
	Iteration 9F: 3 clusters Score -1989683 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1990653.000000 Penalty: 3232.658936
	Iteration 10F: 3 clusters Score -1990653 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1991256.875000 Penalty: 3232.658936
	Iteration 11Q: 3 clusters Score -1991257 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -1991635.125000 Penalty: 3232.658936
	Iteration 12Q: 3 clusters Score -1991635 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1991838.500000 Penalty: 3232.658936
	Iteration 13Q: 3 clusters Score -1991838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1991937.250000 Penalty: 3232.658936
	Iteration 14Q: 3 clusters Score -1991937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1991993.750000 Penalty: 3232.658936
	Iteration 15Q: 3 clusters Score -1991994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -1992021.375000 Penalty: 3232.658936
	Iteration 16Q: 3 clusters Score -1992021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -1992035.500000 Penalty: 3232.658936
	Iteration 17Q: 3 clusters Score -1992036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1992052.250000 Penalty: 3232.658936
	Iteration 18Q: 3 clusters Score -1992052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -1992063.625000 Penalty: 3232.658936
	Iteration 19Q: 3 clusters Score -1992064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -1992069.000000 Penalty: 3232.658936
	Iteration 20F: 3 clusters Score -1992069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1992075.625000 Penalty: 3232.658936
	Iteration 21Q: 3 clusters Score -1992076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -1992083.375000 Penalty: 3232.658936
	Iteration 22Q: 3 clusters Score -1992083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -1992083.375000 Penalty: 3232.658936
	Iteration 23F: 3 clusters Score -1992083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (190003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190003 members 
Entering Unmasked Estep 
Score: -17821882.000000 Penalty: 1975.154175
	Iteration 0F: 2 clusters Score -1.782188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -17694284.000000 Penalty: 3950.308350
	Iteration 0F: 3 clusters Score -1.769428e+07 nChanged 92361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -17749246.000000 Penalty: 3950.308350
	Iteration 1F: 3 clusters Score -1.774925e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -17750854.000000 Penalty: 3950.308350
	Iteration 2Q: 3 clusters Score -1.775085e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -17753354.000000 Penalty: 3950.308350
	Iteration 3Q: 3 clusters Score -1.775335e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -17757052.000000 Penalty: 3950.308350
	Iteration 4Q: 3 clusters Score -1.775705e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -17762648.000000 Penalty: 3950.308350
	Iteration 5F: 3 clusters Score -1.776265e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -17770366.000000 Penalty: 3950.308350
	Iteration 6F: 3 clusters Score -1.777037e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -17780910.000000 Penalty: 3950.308350
	Iteration 7F: 3 clusters Score -1.778091e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116380 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -17794556.000000 Penalty: 3950.308350
	Iteration 8F: 3 clusters Score -1.779456e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -17811686.000000 Penalty: 3950.308350
	Iteration 9F: 3 clusters Score -1.781169e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117031 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -17827396.000000 Penalty: 3950.308350
	Iteration 10F: 3 clusters Score -1.78274e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -17837644.000000 Penalty: 3950.308350
	Iteration 11Q: 3 clusters Score -1.783764e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117201 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -17841310.000000 Penalty: 3950.308350
	Iteration 12Q: 3 clusters Score -1.784131e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -17842236.000000 Penalty: 3950.308350
	Iteration 13Q: 3 clusters Score -1.784224e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -17842510.000000 Penalty: 3950.308350
	Iteration 14Q: 3 clusters Score -1.784251e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -17842570.000000 Penalty: 3950.308350
	Iteration 15Q: 3 clusters Score -1.784257e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -17842594.000000 Penalty: 3950.308350
	Iteration 16Q: 3 clusters Score -1.784259e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -17842594.000000 Penalty: 3950.308350
	Iteration 17Q: 3 clusters Score -1.784259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -17842596.000000 Penalty: 3950.308350
	Iteration 18Q: 3 clusters Score -1.78426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -17842588.000000 Penalty: 3950.308350
	Iteration 19Q: 3 clusters Score -1.784259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117325 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -17842606.000000 Penalty: 3950.308350
	Iteration 20F: 3 clusters Score -1.784261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -17842608.000000 Penalty: 3950.308350
	Iteration 21Q: 3 clusters Score -1.784261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -17842608.000000 Penalty: 3950.308350
	Iteration 22F: 3 clusters Score -1.784261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 117322 members 
Mstep: Class 9 contains 10937 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 49182 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 8046 members 
Mstep: Class 18 contains 72681 members 
Mstep: Class 19 contains 171766 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 14718 members 
Entering Unmasked Estep 
Score: -51579812.000000 Penalty: 49580.863281
Splitting cluster 8 changes total score from -51559524.000000 to -51579812.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (10937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Entering Unmasked Estep 
Score: -954353.375000 Penalty: 1511.234863
	Iteration 0F: 2 clusters Score -954353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -946579.125000 Penalty: 3022.469727
	Iteration 0F: 3 clusters Score -946579.1 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -949089.937500 Penalty: 3022.469727
	Iteration 1F: 3 clusters Score -949089.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -949370.125000 Penalty: 3022.469727
	Iteration 2F: 3 clusters Score -949370.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -949644.312500 Penalty: 3022.469727
	Iteration 3F: 3 clusters Score -949644.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -949913.875000 Penalty: 3022.469727
	Iteration 4Q: 3 clusters Score -949913.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -950164.937500 Penalty: 3022.469727
	Iteration 5Q: 3 clusters Score -950164.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -950415.187500 Penalty: 3022.469727
	Iteration 6Q: 3 clusters Score -950415.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -950648.500000 Penalty: 3022.469727
	Iteration 7Q: 3 clusters Score -950648.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -950833.437500 Penalty: 3022.469727
	Iteration 8Q: 3 clusters Score -950833.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -951013.687500 Penalty: 3022.469727
	Iteration 9Q: 3 clusters Score -951013.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -951210.312500 Penalty: 3022.469727
	Iteration 10Q: 3 clusters Score -951210.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -951426.187500 Penalty: 3022.469727
	Iteration 11Q: 3 clusters Score -951426.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -951671.437500 Penalty: 3022.469727
	Iteration 12Q: 3 clusters Score -951671.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -952057.625000 Penalty: 3022.469727
	Iteration 13Q: 3 clusters Score -952057.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -952570.125000 Penalty: 3022.469727
	Iteration 14Q: 3 clusters Score -952570.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -953125.125000 Penalty: 3022.469727
	Iteration 15F: 3 clusters Score -953125.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -953616.687500 Penalty: 3022.469727
	Iteration 16Q: 3 clusters Score -953616.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -954036.875000 Penalty: 3022.469727
	Iteration 17Q: 3 clusters Score -954036.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -954273.062500 Penalty: 3022.469727
	Iteration 18Q: 3 clusters Score -954273.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -954386.562500 Penalty: 3022.469727
	Iteration 19Q: 3 clusters Score -954386.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -954442.937500 Penalty: 3022.469727
	Iteration 20F: 3 clusters Score -954442.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -954476.937500 Penalty: 3022.469727
	Iteration 21Q: 3 clusters Score -954476.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -954495.437500 Penalty: 3022.469727
	Iteration 22Q: 3 clusters Score -954495.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -954510.500000 Penalty: 3022.469727
	Iteration 23Q: 3 clusters Score -954510.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -954521.687500 Penalty: 3022.469727
	Iteration 24Q: 3 clusters Score -954521.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -954532.312500 Penalty: 3022.469727
	Iteration 25Q: 3 clusters Score -954532.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -954534.875000 Penalty: 3022.469727
	Iteration 26Q: 3 clusters Score -954534.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -954541.562500 Penalty: 3022.469727
	Iteration 27Q: 3 clusters Score -954541.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -954543.812500 Penalty: 3022.469727
	Iteration 28Q: 3 clusters Score -954543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -954544.250000 Penalty: 3022.469727
	Iteration 29Q: 3 clusters Score -954544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -954546.750000 Penalty: 3022.469727
	Iteration 30Q: 3 clusters Score -954546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -954549.062500 Penalty: 3022.469727
	Iteration 31Q: 3 clusters Score -954549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -954548.687500 Penalty: 3022.469727
	Iteration 32Q: 3 clusters Score -954548.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -954551.250000 Penalty: 3022.469727
	Iteration 33Q: 3 clusters Score -954551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -954550.500000 Penalty: 3022.469727
	Iteration 34Q: 3 clusters Score -954550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -954550.250000 Penalty: 3022.469727
	Iteration 35Q: 3 clusters Score -954550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -954551.625000 Penalty: 3022.469727
	Iteration 36Q: 3 clusters Score -954551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -954551.187500 Penalty: 3022.469727
	Iteration 37Q: 3 clusters Score -954551.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -954554.000000 Penalty: 3022.469727
	Iteration 38Q: 3 clusters Score -954554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -954557.375000 Penalty: 3022.469727
	Iteration 39Q: 3 clusters Score -954557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -954557.937500 Penalty: 3022.469727
	Iteration 40F: 3 clusters Score -954557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -954554.125000 Penalty: 3022.469727
	Iteration 41Q: 3 clusters Score -954554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -954557.000000 Penalty: 3022.469727
	Iteration 42Q: 3 clusters Score -954557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -954559.562500 Penalty: 3022.469727
	Iteration 43Q: 3 clusters Score -954559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -954557.875000 Penalty: 3022.469727
	Iteration 44Q: 3 clusters Score -954557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -954559.750000 Penalty: 3022.469727
	Iteration 45Q: 3 clusters Score -954559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -954558.625000 Penalty: 3022.469727
	Iteration 46Q: 3 clusters Score -954558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -954560.375000 Penalty: 3022.469727
	Iteration 47Q: 3 clusters Score -954560.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -954560.062500 Penalty: 3022.469727
	Iteration 48Q: 3 clusters Score -954560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -954560.812500 Penalty: 3022.469727
	Iteration 49Q: 3 clusters Score -954560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -954560.812500 Penalty: 3022.469727
	Iteration 50F: 3 clusters Score -954560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 117322 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 49182 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 8046 members 
Mstep: Class 18 contains 72681 members 
Mstep: Class 19 contains 171766 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 14718 members 
Mstep: Class 24 contains 5291 members 
Entering Unmasked Estep 
Score: -51579488.000000 Penalty: 51736.554688
Splitting cluster 9 changes total score from -51559524.000000 to -51579488.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -275347.281250 Penalty: 1305.311401
	Iteration 0F: 2 clusters Score -275347.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -272588.593750 Penalty: 2610.622803
	Iteration 0F: 3 clusters Score -272588.6 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -273218.625000 Penalty: 2610.622803
	Iteration 1F: 3 clusters Score -273218.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -273356.062500 Penalty: 2610.622803
	Iteration 2F: 3 clusters Score -273356.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -273446.968750 Penalty: 2610.622803
	Iteration 3Q: 3 clusters Score -273447 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -273527.343750 Penalty: 2610.622803
	Iteration 4Q: 3 clusters Score -273527.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -273607.906250 Penalty: 2610.622803
	Iteration 5Q: 3 clusters Score -273607.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -273677.906250 Penalty: 2610.622803
	Iteration 6Q: 3 clusters Score -273677.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -273759.218750 Penalty: 2610.622803
	Iteration 7Q: 3 clusters Score -273759.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -273836.937500 Penalty: 2610.622803
	Iteration 8Q: 3 clusters Score -273836.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -273916.312500 Penalty: 2610.622803
	Iteration 9Q: 3 clusters Score -273916.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -273999.093750 Penalty: 2610.622803
	Iteration 10Q: 3 clusters Score -273999.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -274075.031250 Penalty: 2610.622803
	Iteration 11Q: 3 clusters Score -274075 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -274128.187500 Penalty: 2610.622803
	Iteration 12Q: 3 clusters Score -274128.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -274170.093750 Penalty: 2610.622803
	Iteration 13Q: 3 clusters Score -274170.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -274216.625000 Penalty: 2610.622803
	Iteration 14Q: 3 clusters Score -274216.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -274250.781250 Penalty: 2610.622803
	Iteration 15Q: 3 clusters Score -274250.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -274274.031250 Penalty: 2610.622803
	Iteration 16Q: 3 clusters Score -274274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -274303.968750 Penalty: 2610.622803
	Iteration 17Q: 3 clusters Score -274304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -274324.687500 Penalty: 2610.622803
	Iteration 18Q: 3 clusters Score -274324.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -274345.781250 Penalty: 2610.622803
	Iteration 19Q: 3 clusters Score -274345.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -274366.125000 Penalty: 2610.622803
	Iteration 20F: 3 clusters Score -274366.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -274382.281250 Penalty: 2610.622803
	Iteration 21Q: 3 clusters Score -274382.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -274394.125000 Penalty: 2610.622803
	Iteration 22Q: 3 clusters Score -274394.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -274407.531250 Penalty: 2610.622803
	Iteration 23Q: 3 clusters Score -274407.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -274419.062500 Penalty: 2610.622803
	Iteration 24Q: 3 clusters Score -274419.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -274440.343750 Penalty: 2610.622803
	Iteration 25Q: 3 clusters Score -274440.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -274472.468750 Penalty: 2610.622803
	Iteration 26Q: 3 clusters Score -274472.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -274504.906250 Penalty: 2610.622803
	Iteration 27Q: 3 clusters Score -274504.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -274537.812500 Penalty: 2610.622803
	Iteration 28Q: 3 clusters Score -274537.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -274578.156250 Penalty: 2610.622803
	Iteration 29Q: 3 clusters Score -274578.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -274639.375000 Penalty: 2610.622803
	Iteration 30Q: 3 clusters Score -274639.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -274707.187500 Penalty: 2610.622803
	Iteration 31Q: 3 clusters Score -274707.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -274811.500000 Penalty: 2610.622803
	Iteration 32Q: 3 clusters Score -274811.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -274931.468750 Penalty: 2610.622803
	Iteration 33Q: 3 clusters Score -274931.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -275037.343750 Penalty: 2610.622803
	Iteration 34Q: 3 clusters Score -275037.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -275137.062500 Penalty: 2610.622803
	Iteration 35Q: 3 clusters Score -275137.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -275207.531250 Penalty: 2610.622803
	Iteration 36Q: 3 clusters Score -275207.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -275284.000000 Penalty: 2610.622803
	Iteration 37Q: 3 clusters Score -275284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -275352.937500 Penalty: 2610.622803
	Iteration 38Q: 3 clusters Score -275352.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -275402.906250 Penalty: 2610.622803
	Iteration 39Q: 3 clusters Score -275402.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -275476.937500 Penalty: 2610.622803
	Iteration 40F: 3 clusters Score -275476.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -275524.156250 Penalty: 2610.622803
	Iteration 41Q: 3 clusters Score -275524.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -275542.593750 Penalty: 2610.622803
	Iteration 42Q: 3 clusters Score -275542.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -275571.937500 Penalty: 2610.622803
	Iteration 43Q: 3 clusters Score -275571.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -275590.687500 Penalty: 2610.622803
	Iteration 44Q: 3 clusters Score -275590.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -275601.031250 Penalty: 2610.622803
	Iteration 45Q: 3 clusters Score -275601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -275607.031250 Penalty: 2610.622803
	Iteration 46Q: 3 clusters Score -275607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -275612.156250 Penalty: 2610.622803
	Iteration 47Q: 3 clusters Score -275612.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -275616.812500 Penalty: 2610.622803
	Iteration 48Q: 3 clusters Score -275616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -275617.718750 Penalty: 2610.622803
	Iteration 49Q: 3 clusters Score -275617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -275617.718750 Penalty: 2610.622803
	Iteration 50F: 3 clusters Score -275617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 117322 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 49182 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 8046 members 
Mstep: Class 18 contains 72681 members 
Mstep: Class 19 contains 171766 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 14718 members 
Mstep: Class 24 contains 5291 members 
Mstep: Class 25 contains 1812 members 
Entering Unmasked Estep 
Score: -51578928.000000 Penalty: 53892.246094
Splitting cluster 10 changes total score from -51559524.000000 to -51578928.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -137287.312500 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -137287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135481.437500 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -135481.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -135849.093750 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -135849.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -135939.296875 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -135939.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -135998.250000 Penalty: 2401.005371
	Iteration 3Q: 3 clusters Score -135998.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -136044.000000 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -136044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136072.140625 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -136072.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -136108.812500 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -136108.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136140.046875 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -136140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136172.734375 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -136172.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -136203.781250 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -136203.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136250.843750 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -136250.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -136291.218750 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -136291.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -136327.031250 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -136327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -136368.437500 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -136368.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -136411.375000 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -136411.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -136470.359375 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -136470.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -136521.281250 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -136521.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -136578.562500 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -136578.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -136638.234375 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -136638.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -136707.421875 Penalty: 2401.005371
	Iteration 19Q: 3 clusters Score -136707.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136753.000000 Penalty: 2401.005371
	Iteration 20F: 3 clusters Score -136753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136778.515625 Penalty: 2401.005371
	Iteration 21Q: 3 clusters Score -136778.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -136809.359375 Penalty: 2401.005371
	Iteration 22Q: 3 clusters Score -136809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -136818.328125 Penalty: 2401.005371
	Iteration 23Q: 3 clusters Score -136818.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136828.890625 Penalty: 2401.005371
	Iteration 24Q: 3 clusters Score -136828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -136834.515625 Penalty: 2401.005371
	Iteration 25Q: 3 clusters Score -136834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136838.640625 Penalty: 2401.005371
	Iteration 26Q: 3 clusters Score -136838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136842.593750 Penalty: 2401.005371
	Iteration 27Q: 3 clusters Score -136842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -136846.859375 Penalty: 2401.005371
	Iteration 28Q: 3 clusters Score -136846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136858.671875 Penalty: 2401.005371
	Iteration 29Q: 3 clusters Score -136858.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136870.921875 Penalty: 2401.005371
	Iteration 30Q: 3 clusters Score -136870.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136881.031250 Penalty: 2401.005371
	Iteration 31Q: 3 clusters Score -136881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136889.281250 Penalty: 2401.005371
	Iteration 32Q: 3 clusters Score -136889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -136893.296875 Penalty: 2401.005371
	Iteration 33Q: 3 clusters Score -136893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136900.375000 Penalty: 2401.005371
	Iteration 34Q: 3 clusters Score -136900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136903.953125 Penalty: 2401.005371
	Iteration 35Q: 3 clusters Score -136904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136904.625000 Penalty: 2401.005371
	Iteration 36Q: 3 clusters Score -136904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136904.750000 Penalty: 2401.005371
	Iteration 37Q: 3 clusters Score -136904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136905.781250 Penalty: 2401.005371
	Iteration 38Q: 3 clusters Score -136905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136905.781250 Penalty: 2401.005371
	Iteration 39F: 3 clusters Score -136905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -4570731.500000 Penalty: 1755.533447
	Iteration 0F: 2 clusters Score -4570732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4537939.000000 Penalty: 3511.066895
	Iteration 0F: 3 clusters Score -4537939 nChanged 23069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4551475.000000 Penalty: 3511.066895
	Iteration 1F: 3 clusters Score -4551475 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -4552184.000000 Penalty: 3511.066895
	Iteration 2Q: 3 clusters Score -4552184 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -4552997.500000 Penalty: 3511.066895
	Iteration 3Q: 3 clusters Score -4552998 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4553857.000000 Penalty: 3511.066895
	Iteration 4Q: 3 clusters Score -4553857 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -4554975.000000 Penalty: 3511.066895
	Iteration 5Q: 3 clusters Score -4554975 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4556436.500000 Penalty: 3511.066895
	Iteration 6F: 3 clusters Score -4556436 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4558398.000000 Penalty: 3511.066895
	Iteration 7F: 3 clusters Score -4558398 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4560580.000000 Penalty: 3511.066895
	Iteration 8F: 3 clusters Score -4560580 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4562481.000000 Penalty: 3511.066895
	Iteration 9F: 3 clusters Score -4562481 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4563699.500000 Penalty: 3511.066895
	Iteration 10Q: 3 clusters Score -4563700 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -4564566.000000 Penalty: 3511.066895
	Iteration 11Q: 3 clusters Score -4564566 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4565237.500000 Penalty: 3511.066895
	Iteration 12Q: 3 clusters Score -4565238 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -4565829.000000 Penalty: 3511.066895
	Iteration 13Q: 3 clusters Score -4565829 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -4566472.500000 Penalty: 3511.066895
	Iteration 14Q: 3 clusters Score -4566472 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4567084.500000 Penalty: 3511.066895
	Iteration 15Q: 3 clusters Score -4567084 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -4567701.000000 Penalty: 3511.066895
	Iteration 16Q: 3 clusters Score -4567701 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -4568213.000000 Penalty: 3511.066895
	Iteration 17Q: 3 clusters Score -4568213 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -4568562.500000 Penalty: 3511.066895
	Iteration 18Q: 3 clusters Score -4568562 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -4568810.000000 Penalty: 3511.066895
	Iteration 19Q: 3 clusters Score -4568810 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -4568968.000000 Penalty: 3511.066895
	Iteration 20F: 3 clusters Score -4568968 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -4569095.000000 Penalty: 3511.066895
	Iteration 21Q: 3 clusters Score -4569095 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -4569206.500000 Penalty: 3511.066895
	Iteration 22Q: 3 clusters Score -4569206 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -4569254.000000 Penalty: 3511.066895
	Iteration 23Q: 3 clusters Score -4569254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -4569326.500000 Penalty: 3511.066895
	Iteration 24Q: 3 clusters Score -4569326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -4569381.000000 Penalty: 3511.066895
	Iteration 25Q: 3 clusters Score -4569381 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -4569408.500000 Penalty: 3511.066895
	Iteration 26Q: 3 clusters Score -4569408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -4569442.500000 Penalty: 3511.066895
	Iteration 27Q: 3 clusters Score -4569442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -4569467.000000 Penalty: 3511.066895
	Iteration 28Q: 3 clusters Score -4569467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -4569480.000000 Penalty: 3511.066895
	Iteration 29Q: 3 clusters Score -4569480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -4569500.000000 Penalty: 3511.066895
	Iteration 30Q: 3 clusters Score -4569500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -4569506.500000 Penalty: 3511.066895
	Iteration 31Q: 3 clusters Score -4569506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -4569519.500000 Penalty: 3511.066895
	Iteration 32Q: 3 clusters Score -4569520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -4569527.500000 Penalty: 3511.066895
	Iteration 33Q: 3 clusters Score -4569528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -4569531.500000 Penalty: 3511.066895
	Iteration 34Q: 3 clusters Score -4569532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -4569537.000000 Penalty: 3511.066895
	Iteration 35Q: 3 clusters Score -4569537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -4569535.000000 Penalty: 3511.066895
	Iteration 36Q: 3 clusters Score -4569535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -4569540.500000 Penalty: 3511.066895
	Iteration 37Q: 3 clusters Score -4569540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -4569542.500000 Penalty: 3511.066895
	Iteration 38Q: 3 clusters Score -4569542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -4569551.000000 Penalty: 3511.066895
	Iteration 39Q: 3 clusters Score -4569551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -4569550.000000 Penalty: 3511.066895
	Iteration 40F: 3 clusters Score -4569550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -4569549.500000 Penalty: 3511.066895
	Iteration 41Q: 3 clusters Score -4569550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -4569556.500000 Penalty: 3511.066895
	Iteration 42Q: 3 clusters Score -4569556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -4569559.500000 Penalty: 3511.066895
	Iteration 43Q: 3 clusters Score -4569560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -4569561.500000 Penalty: 3511.066895
	Iteration 44Q: 3 clusters Score -4569562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -4569567.500000 Penalty: 3511.066895
	Iteration 45Q: 3 clusters Score -4569568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -4569567.500000 Penalty: 3511.066895
	Iteration 46Q: 3 clusters Score -4569568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -4569566.500000 Penalty: 3511.066895
	Iteration 47Q: 3 clusters Score -4569566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -4569562.000000 Penalty: 3511.066895
	Iteration 48Q: 3 clusters Score -4569562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -4569569.500000 Penalty: 3511.066895
	Iteration 49Q: 3 clusters Score -4569570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -4569573.000000 Penalty: 3511.066895
	Iteration 50Q: 3 clusters Score -4569573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -4569574.500000 Penalty: 3511.066895
	Iteration 51Q: 3 clusters Score -4569574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -4569577.500000 Penalty: 3511.066895
	Iteration 52Q: 3 clusters Score -4569578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -4569576.500000 Penalty: 3511.066895
	Iteration 53Q: 3 clusters Score -4569576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -4569576.500000 Penalty: 3511.066895
	Iteration 54F: 3 clusters Score -4569576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -366830.562500 Penalty: 1355.130127
	Iteration 0F: 2 clusters Score -366830.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -363328.531250 Penalty: 2710.260254
	Iteration 0F: 3 clusters Score -363328.5 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -364242.437500 Penalty: 2710.260254
	Iteration 1F: 3 clusters Score -364242.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -364476.437500 Penalty: 2710.260254
	Iteration 2F: 3 clusters Score -364476.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -364647.906250 Penalty: 2710.260254
	Iteration 3F: 3 clusters Score -364647.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -364787.062500 Penalty: 2710.260254
	Iteration 4F: 3 clusters Score -364787.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -364923.156250 Penalty: 2710.260254
	Iteration 5Q: 3 clusters Score -364923.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -365071.750000 Penalty: 2710.260254
	Iteration 6Q: 3 clusters Score -365071.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -365191.531250 Penalty: 2710.260254
	Iteration 7Q: 3 clusters Score -365191.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -365314.750000 Penalty: 2710.260254
	Iteration 8Q: 3 clusters Score -365314.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -365432.875000 Penalty: 2710.260254
	Iteration 9Q: 3 clusters Score -365432.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -365544.781250 Penalty: 2710.260254
	Iteration 10Q: 3 clusters Score -365544.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -365659.875000 Penalty: 2710.260254
	Iteration 11Q: 3 clusters Score -365659.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -365774.250000 Penalty: 2710.260254
	Iteration 12Q: 3 clusters Score -365774.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -365889.875000 Penalty: 2710.260254
	Iteration 13Q: 3 clusters Score -365889.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -366012.687500 Penalty: 2710.260254
	Iteration 14Q: 3 clusters Score -366012.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -366128.312500 Penalty: 2710.260254
	Iteration 15Q: 3 clusters Score -366128.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -366221.781250 Penalty: 2710.260254
	Iteration 16Q: 3 clusters Score -366221.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -366284.531250 Penalty: 2710.260254
	Iteration 17Q: 3 clusters Score -366284.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -366341.562500 Penalty: 2710.260254
	Iteration 18Q: 3 clusters Score -366341.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -366372.343750 Penalty: 2710.260254
	Iteration 19Q: 3 clusters Score -366372.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -366386.593750 Penalty: 2710.260254
	Iteration 20F: 3 clusters Score -366386.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -366403.656250 Penalty: 2710.260254
	Iteration 21Q: 3 clusters Score -366403.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -366424.406250 Penalty: 2710.260254
	Iteration 22Q: 3 clusters Score -366424.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -366438.437500 Penalty: 2710.260254
	Iteration 23Q: 3 clusters Score -366438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -366445.437500 Penalty: 2710.260254
	Iteration 24Q: 3 clusters Score -366445.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -366452.093750 Penalty: 2710.260254
	Iteration 25Q: 3 clusters Score -366452.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -366455.906250 Penalty: 2710.260254
	Iteration 26Q: 3 clusters Score -366455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -366458.187500 Penalty: 2710.260254
	Iteration 27Q: 3 clusters Score -366458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -366461.187500 Penalty: 2710.260254
	Iteration 28Q: 3 clusters Score -366461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -366467.937500 Penalty: 2710.260254
	Iteration 29Q: 3 clusters Score -366467.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -366476.406250 Penalty: 2710.260254
	Iteration 30Q: 3 clusters Score -366476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -366490.250000 Penalty: 2710.260254
	Iteration 31Q: 3 clusters Score -366490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -366495.968750 Penalty: 2710.260254
	Iteration 32Q: 3 clusters Score -366496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -366498.187500 Penalty: 2710.260254
	Iteration 33Q: 3 clusters Score -366498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -366498.281250 Penalty: 2710.260254
	Iteration 34Q: 3 clusters Score -366498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -366498.281250 Penalty: 2710.260254
	Iteration 35F: 3 clusters Score -366498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Entering Unmasked Estep 
Score: -412279.843750 Penalty: 1372.983276
	Iteration 0F: 2 clusters Score -412279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -408572.000000 Penalty: 2745.966553
	Iteration 0F: 3 clusters Score -408572 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -409628.781250 Penalty: 2745.966553
	Iteration 1F: 3 clusters Score -409628.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -409803.093750 Penalty: 2745.966553
	Iteration 2F: 3 clusters Score -409803.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -409934.718750 Penalty: 2745.966553
	Iteration 3Q: 3 clusters Score -409934.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -410040.562500 Penalty: 2745.966553
	Iteration 4Q: 3 clusters Score -410040.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -410131.375000 Penalty: 2745.966553
	Iteration 5Q: 3 clusters Score -410131.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -410199.718750 Penalty: 2745.966553
	Iteration 6Q: 3 clusters Score -410199.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -410252.812500 Penalty: 2745.966553
	Iteration 7Q: 3 clusters Score -410252.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -410303.812500 Penalty: 2745.966553
	Iteration 8Q: 3 clusters Score -410303.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -410340.562500 Penalty: 2745.966553
	Iteration 9Q: 3 clusters Score -410340.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -410368.750000 Penalty: 2745.966553
	Iteration 10Q: 3 clusters Score -410368.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -410405.031250 Penalty: 2745.966553
	Iteration 11Q: 3 clusters Score -410405 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -410440.656250 Penalty: 2745.966553
	Iteration 12Q: 3 clusters Score -410440.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -410465.656250 Penalty: 2745.966553
	Iteration 13Q: 3 clusters Score -410465.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -410491.187500 Penalty: 2745.966553
	Iteration 14Q: 3 clusters Score -410491.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -410511.281250 Penalty: 2745.966553
	Iteration 15Q: 3 clusters Score -410511.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -410525.125000 Penalty: 2745.966553
	Iteration 16Q: 3 clusters Score -410525.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -410536.781250 Penalty: 2745.966553
	Iteration 17Q: 3 clusters Score -410536.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -410549.968750 Penalty: 2745.966553
	Iteration 18Q: 3 clusters Score -410550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -410568.750000 Penalty: 2745.966553
	Iteration 19Q: 3 clusters Score -410568.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -410589.281250 Penalty: 2745.966553
	Iteration 20F: 3 clusters Score -410589.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -410612.187500 Penalty: 2745.966553
	Iteration 21Q: 3 clusters Score -410612.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -410644.687500 Penalty: 2745.966553
	Iteration 22Q: 3 clusters Score -410644.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -410676.343750 Penalty: 2745.966553
	Iteration 23Q: 3 clusters Score -410676.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -410709.062500 Penalty: 2745.966553
	Iteration 24Q: 3 clusters Score -410709.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -410734.468750 Penalty: 2745.966553
	Iteration 25Q: 3 clusters Score -410734.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -410754.500000 Penalty: 2745.966553
	Iteration 26Q: 3 clusters Score -410754.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -410771.593750 Penalty: 2745.966553
	Iteration 27Q: 3 clusters Score -410771.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -410787.562500 Penalty: 2745.966553
	Iteration 28Q: 3 clusters Score -410787.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -410806.375000 Penalty: 2745.966553
	Iteration 29Q: 3 clusters Score -410806.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -410830.250000 Penalty: 2745.966553
	Iteration 30Q: 3 clusters Score -410830.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -410849.500000 Penalty: 2745.966553
	Iteration 31Q: 3 clusters Score -410849.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -410860.750000 Penalty: 2745.966553
	Iteration 32Q: 3 clusters Score -410860.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -410870.625000 Penalty: 2745.966553
	Iteration 33Q: 3 clusters Score -410870.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -410884.437500 Penalty: 2745.966553
	Iteration 34Q: 3 clusters Score -410884.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -410895.156250 Penalty: 2745.966553
	Iteration 35Q: 3 clusters Score -410895.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -410907.562500 Penalty: 2745.966553
	Iteration 36Q: 3 clusters Score -410907.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -410919.312500 Penalty: 2745.966553
	Iteration 37Q: 3 clusters Score -410919.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -410929.718750 Penalty: 2745.966553
	Iteration 38Q: 3 clusters Score -410929.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -410935.312500 Penalty: 2745.966553
	Iteration 39Q: 3 clusters Score -410935.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -410942.187500 Penalty: 2745.966553
	Iteration 40F: 3 clusters Score -410942.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -410951.593750 Penalty: 2745.966553
	Iteration 41Q: 3 clusters Score -410951.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -410957.843750 Penalty: 2745.966553
	Iteration 42Q: 3 clusters Score -410957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -410961.937500 Penalty: 2745.966553
	Iteration 43Q: 3 clusters Score -410961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -410968.406250 Penalty: 2745.966553
	Iteration 44Q: 3 clusters Score -410968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -410972.593750 Penalty: 2745.966553
	Iteration 45Q: 3 clusters Score -410972.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -410975.781250 Penalty: 2745.966553
	Iteration 46Q: 3 clusters Score -410975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -410978.812500 Penalty: 2745.966553
	Iteration 47Q: 3 clusters Score -410978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -410978.656250 Penalty: 2745.966553
	Iteration 48Q: 3 clusters Score -410978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -410981.281250 Penalty: 2745.966553
	Iteration 49Q: 3 clusters Score -410981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -410985.468750 Penalty: 2745.966553
	Iteration 50Q: 3 clusters Score -410985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -410990.031250 Penalty: 2745.966553
	Iteration 51Q: 3 clusters Score -410990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -410995.906250 Penalty: 2745.966553
	Iteration 52Q: 3 clusters Score -410995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -410999.968750 Penalty: 2745.966553
	Iteration 53Q: 3 clusters Score -411000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -411008.281250 Penalty: 2745.966553
	Iteration 54Q: 3 clusters Score -411008.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -411015.125000 Penalty: 2745.966553
	Iteration 55Q: 3 clusters Score -411015.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -411023.937500 Penalty: 2745.966553
	Iteration 56Q: 3 clusters Score -411023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -411027.750000 Penalty: 2745.966553
	Iteration 57Q: 3 clusters Score -411027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -411030.875000 Penalty: 2745.966553
	Iteration 58Q: 3 clusters Score -411030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -411037.531250 Penalty: 2745.966553
	Iteration 59Q: 3 clusters Score -411037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -411042.625000 Penalty: 2745.966553
	Iteration 60F: 3 clusters Score -411042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -411047.406250 Penalty: 2745.966553
	Iteration 61Q: 3 clusters Score -411047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -411052.718750 Penalty: 2745.966553
	Iteration 62Q: 3 clusters Score -411052.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -411057.437500 Penalty: 2745.966553
	Iteration 63Q: 3 clusters Score -411057.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -411061.281250 Penalty: 2745.966553
	Iteration 64Q: 3 clusters Score -411061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -411064.187500 Penalty: 2745.966553
	Iteration 65Q: 3 clusters Score -411064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -411072.000000 Penalty: 2745.966553
	Iteration 66Q: 3 clusters Score -411072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -411075.500000 Penalty: 2745.966553
	Iteration 67Q: 3 clusters Score -411075.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -411081.812500 Penalty: 2745.966553
	Iteration 68Q: 3 clusters Score -411081.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -411088.687500 Penalty: 2745.966553
	Iteration 69Q: 3 clusters Score -411088.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -411094.000000 Penalty: 2745.966553
	Iteration 70Q: 3 clusters Score -411094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -411099.437500 Penalty: 2745.966553
	Iteration 71Q: 3 clusters Score -411099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -411102.500000 Penalty: 2745.966553
	Iteration 72Q: 3 clusters Score -411102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -411104.562500 Penalty: 2745.966553
	Iteration 73Q: 3 clusters Score -411104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -411104.875000 Penalty: 2745.966553
	Iteration 74Q: 3 clusters Score -411104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -411106.031250 Penalty: 2745.966553
	Iteration 75Q: 3 clusters Score -411106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -411106.312500 Penalty: 2745.966553
	Iteration 76Q: 3 clusters Score -411106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -411108.250000 Penalty: 2745.966553
	Iteration 77Q: 3 clusters Score -411108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -411108.406250 Penalty: 2745.966553
	Iteration 78Q: 3 clusters Score -411108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -411108.406250 Penalty: 2745.966553
	Iteration 79F: 3 clusters Score -411108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Entering Unmasked Estep 
Score: -1092804.750000 Penalty: 1520.195068
	Iteration 0F: 2 clusters Score -1092805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1084673.125000 Penalty: 3040.390137
	Iteration 0F: 3 clusters Score -1084673 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1087396.625000 Penalty: 3040.390137
	Iteration 1F: 3 clusters Score -1087397 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1087658.000000 Penalty: 3040.390137
	Iteration 2F: 3 clusters Score -1087658 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1087843.250000 Penalty: 3040.390137
	Iteration 3Q: 3 clusters Score -1087843 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1087978.625000 Penalty: 3040.390137
	Iteration 4Q: 3 clusters Score -1087979 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1088120.750000 Penalty: 3040.390137
	Iteration 5Q: 3 clusters Score -1088121 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1088260.750000 Penalty: 3040.390137
	Iteration 6Q: 3 clusters Score -1088261 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1088411.375000 Penalty: 3040.390137
	Iteration 7Q: 3 clusters Score -1088411 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1088583.125000 Penalty: 3040.390137
	Iteration 8Q: 3 clusters Score -1088583 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1088783.250000 Penalty: 3040.390137
	Iteration 9Q: 3 clusters Score -1088783 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1089004.625000 Penalty: 3040.390137
	Iteration 10Q: 3 clusters Score -1089005 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1089238.000000 Penalty: 3040.390137
	Iteration 11Q: 3 clusters Score -1089238 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1089480.375000 Penalty: 3040.390137
	Iteration 12Q: 3 clusters Score -1089480 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1089716.625000 Penalty: 3040.390137
	Iteration 13Q: 3 clusters Score -1089717 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1089947.000000 Penalty: 3040.390137
	Iteration 14Q: 3 clusters Score -1089947 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1090155.875000 Penalty: 3040.390137
	Iteration 15Q: 3 clusters Score -1090156 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1090316.750000 Penalty: 3040.390137
	Iteration 16Q: 3 clusters Score -1090317 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1090440.125000 Penalty: 3040.390137
	Iteration 17Q: 3 clusters Score -1090440 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1090516.500000 Penalty: 3040.390137
	Iteration 18Q: 3 clusters Score -1090516 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1090579.250000 Penalty: 3040.390137
	Iteration 19Q: 3 clusters Score -1090579 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1090627.375000 Penalty: 3040.390137
	Iteration 20F: 3 clusters Score -1090627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1090654.625000 Penalty: 3040.390137
	Iteration 21Q: 3 clusters Score -1090655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1090683.375000 Penalty: 3040.390137
	Iteration 22Q: 3 clusters Score -1090683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1090714.625000 Penalty: 3040.390137
	Iteration 23Q: 3 clusters Score -1090715 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1090736.250000 Penalty: 3040.390137
	Iteration 24Q: 3 clusters Score -1090736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1090759.000000 Penalty: 3040.390137
	Iteration 25Q: 3 clusters Score -1090759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1090784.000000 Penalty: 3040.390137
	Iteration 26Q: 3 clusters Score -1090784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1090799.750000 Penalty: 3040.390137
	Iteration 27Q: 3 clusters Score -1090800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1090813.500000 Penalty: 3040.390137
	Iteration 28Q: 3 clusters Score -1090814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1090830.750000 Penalty: 3040.390137
	Iteration 29Q: 3 clusters Score -1090831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1090859.625000 Penalty: 3040.390137
	Iteration 30Q: 3 clusters Score -1090860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1090880.500000 Penalty: 3040.390137
	Iteration 31Q: 3 clusters Score -1090880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1090902.000000 Penalty: 3040.390137
	Iteration 32Q: 3 clusters Score -1090902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1090920.250000 Penalty: 3040.390137
	Iteration 33Q: 3 clusters Score -1090920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1090942.625000 Penalty: 3040.390137
	Iteration 34Q: 3 clusters Score -1090943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1090966.250000 Penalty: 3040.390137
	Iteration 35Q: 3 clusters Score -1090966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1090992.000000 Penalty: 3040.390137
	Iteration 36Q: 3 clusters Score -1090992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1091013.250000 Penalty: 3040.390137
	Iteration 37Q: 3 clusters Score -1091013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1091035.375000 Penalty: 3040.390137
	Iteration 38Q: 3 clusters Score -1091035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1091053.875000 Penalty: 3040.390137
	Iteration 39Q: 3 clusters Score -1091054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1091074.500000 Penalty: 3040.390137
	Iteration 40F: 3 clusters Score -1091074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1091092.875000 Penalty: 3040.390137
	Iteration 41Q: 3 clusters Score -1091093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1091110.000000 Penalty: 3040.390137
	Iteration 42Q: 3 clusters Score -1091110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1091130.500000 Penalty: 3040.390137
	Iteration 43Q: 3 clusters Score -1091130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1091152.375000 Penalty: 3040.390137
	Iteration 44Q: 3 clusters Score -1091152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1091170.125000 Penalty: 3040.390137
	Iteration 45Q: 3 clusters Score -1091170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1091187.375000 Penalty: 3040.390137
	Iteration 46Q: 3 clusters Score -1091187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1091210.500000 Penalty: 3040.390137
	Iteration 47Q: 3 clusters Score -1091210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1091237.000000 Penalty: 3040.390137
	Iteration 48Q: 3 clusters Score -1091237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1091261.125000 Penalty: 3040.390137
	Iteration 49Q: 3 clusters Score -1091261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1091281.250000 Penalty: 3040.390137
	Iteration 50Q: 3 clusters Score -1091281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1091296.875000 Penalty: 3040.390137
	Iteration 51Q: 3 clusters Score -1091297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1091313.250000 Penalty: 3040.390137
	Iteration 52Q: 3 clusters Score -1091313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1091327.125000 Penalty: 3040.390137
	Iteration 53Q: 3 clusters Score -1091327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1091351.875000 Penalty: 3040.390137
	Iteration 54Q: 3 clusters Score -1091352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1091366.250000 Penalty: 3040.390137
	Iteration 55Q: 3 clusters Score -1091366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1091380.500000 Penalty: 3040.390137
	Iteration 56Q: 3 clusters Score -1091380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1091389.625000 Penalty: 3040.390137
	Iteration 57Q: 3 clusters Score -1091390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1091392.500000 Penalty: 3040.390137
	Iteration 58Q: 3 clusters Score -1091392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1091400.125000 Penalty: 3040.390137
	Iteration 59Q: 3 clusters Score -1091400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1091407.250000 Penalty: 3040.390137
	Iteration 60F: 3 clusters Score -1091407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1091413.250000 Penalty: 3040.390137
	Iteration 61Q: 3 clusters Score -1091413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1091417.750000 Penalty: 3040.390137
	Iteration 62Q: 3 clusters Score -1091418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1091424.375000 Penalty: 3040.390137
	Iteration 63Q: 3 clusters Score -1091424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1091428.625000 Penalty: 3040.390137
	Iteration 64Q: 3 clusters Score -1091429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1091433.750000 Penalty: 3040.390137
	Iteration 65Q: 3 clusters Score -1091434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1091438.875000 Penalty: 3040.390137
	Iteration 66Q: 3 clusters Score -1091439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1091442.750000 Penalty: 3040.390137
	Iteration 67Q: 3 clusters Score -1091443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1091442.750000 Penalty: 3040.390137
	Iteration 68Q: 3 clusters Score -1091443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1091442.750000 Penalty: 3040.390137
	Iteration 69F: 3 clusters Score -1091443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Entering Unmasked Estep 
Score: -3741081.500000 Penalty: 1726.957520
	Iteration 0F: 2 clusters Score -3741082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3713633.500000 Penalty: 3453.915039
	Iteration 0F: 3 clusters Score -3713634 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3724763.000000 Penalty: 3453.915039
	Iteration 1F: 3 clusters Score -3724763 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3725575.500000 Penalty: 3453.915039
	Iteration 2Q: 3 clusters Score -3725576 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3726785.000000 Penalty: 3453.915039
	Iteration 3F: 3 clusters Score -3726785 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3728500.250000 Penalty: 3453.915039
	Iteration 4F: 3 clusters Score -3728500 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3730533.250000 Penalty: 3453.915039
	Iteration 5F: 3 clusters Score -3730533 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3732427.750000 Penalty: 3453.915039
	Iteration 6F: 3 clusters Score -3732428 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3733900.750000 Penalty: 3453.915039
	Iteration 7F: 3 clusters Score -3733901 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3735100.500000 Penalty: 3453.915039
	Iteration 8Q: 3 clusters Score -3735100 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3736050.750000 Penalty: 3453.915039
	Iteration 9Q: 3 clusters Score -3736051 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3736997.250000 Penalty: 3453.915039
	Iteration 10Q: 3 clusters Score -3736997 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3737848.500000 Penalty: 3453.915039
	Iteration 11Q: 3 clusters Score -3737848 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3738467.500000 Penalty: 3453.915039
	Iteration 12Q: 3 clusters Score -3738468 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3738909.750000 Penalty: 3453.915039
	Iteration 13Q: 3 clusters Score -3738910 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3739167.750000 Penalty: 3453.915039
	Iteration 14Q: 3 clusters Score -3739168 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3739345.750000 Penalty: 3453.915039
	Iteration 15Q: 3 clusters Score -3739346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3739426.250000 Penalty: 3453.915039
	Iteration 16Q: 3 clusters Score -3739426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3739462.000000 Penalty: 3453.915039
	Iteration 17Q: 3 clusters Score -3739462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3739495.500000 Penalty: 3453.915039
	Iteration 18Q: 3 clusters Score -3739496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3739511.500000 Penalty: 3453.915039
	Iteration 19Q: 3 clusters Score -3739512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3739522.500000 Penalty: 3453.915039
	Iteration 20F: 3 clusters Score -3739522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3739534.500000 Penalty: 3453.915039
	Iteration 21Q: 3 clusters Score -3739534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3739539.250000 Penalty: 3453.915039
	Iteration 22Q: 3 clusters Score -3739539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3739547.250000 Penalty: 3453.915039
	Iteration 23Q: 3 clusters Score -3739547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3739548.250000 Penalty: 3453.915039
	Iteration 24Q: 3 clusters Score -3739548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3739551.250000 Penalty: 3453.915039
	Iteration 25Q: 3 clusters Score -3739551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3739550.000000 Penalty: 3453.915039
	Iteration 26Q: 3 clusters Score -3739550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3739552.250000 Penalty: 3453.915039
	Iteration 27Q: 3 clusters Score -3739552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3739558.500000 Penalty: 3453.915039
	Iteration 28Q: 3 clusters Score -3739558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3739560.250000 Penalty: 3453.915039
	Iteration 29Q: 3 clusters Score -3739560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3739559.750000 Penalty: 3453.915039
	Iteration 30Q: 3 clusters Score -3739560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3739559.750000 Penalty: 3453.915039
	Iteration 31F: 3 clusters Score -3739560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Entering Unmasked Estep 
Score: -743941.000000 Penalty: 1461.351196
	Iteration 0F: 2 clusters Score -743941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -737975.875000 Penalty: 2922.702393
	Iteration 0F: 3 clusters Score -737975.9 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -739985.500000 Penalty: 2922.702393
	Iteration 1F: 3 clusters Score -739985.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -740236.187500 Penalty: 2922.702393
	Iteration 2F: 3 clusters Score -740236.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -740439.250000 Penalty: 2922.702393
	Iteration 3F: 3 clusters Score -740439.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -740655.125000 Penalty: 2922.702393
	Iteration 4F: 3 clusters Score -740655.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -740885.062500 Penalty: 2922.702393
	Iteration 5Q: 3 clusters Score -740885.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -741171.000000 Penalty: 2922.702393
	Iteration 6F: 3 clusters Score -741171 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -741457.937500 Penalty: 2922.702393
	Iteration 7F: 3 clusters Score -741457.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -741696.375000 Penalty: 2922.702393
	Iteration 8Q: 3 clusters Score -741696.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -741908.625000 Penalty: 2922.702393
	Iteration 9Q: 3 clusters Score -741908.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -742082.062500 Penalty: 2922.702393
	Iteration 10Q: 3 clusters Score -742082.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -742220.875000 Penalty: 2922.702393
	Iteration 11Q: 3 clusters Score -742220.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -742352.000000 Penalty: 2922.702393
	Iteration 12Q: 3 clusters Score -742352 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -742445.625000 Penalty: 2922.702393
	Iteration 13Q: 3 clusters Score -742445.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -742496.062500 Penalty: 2922.702393
	Iteration 14Q: 3 clusters Score -742496.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -742555.000000 Penalty: 2922.702393
	Iteration 15Q: 3 clusters Score -742555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -742610.500000 Penalty: 2922.702393
	Iteration 16Q: 3 clusters Score -742610.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -742666.125000 Penalty: 2922.702393
	Iteration 17Q: 3 clusters Score -742666.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -742726.250000 Penalty: 2922.702393
	Iteration 18Q: 3 clusters Score -742726.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -742770.125000 Penalty: 2922.702393
	Iteration 19Q: 3 clusters Score -742770.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -742819.750000 Penalty: 2922.702393
	Iteration 20F: 3 clusters Score -742819.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -742879.875000 Penalty: 2922.702393
	Iteration 21Q: 3 clusters Score -742879.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -742941.562500 Penalty: 2922.702393
	Iteration 22Q: 3 clusters Score -742941.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -743033.937500 Penalty: 2922.702393
	Iteration 23Q: 3 clusters Score -743033.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -743135.625000 Penalty: 2922.702393
	Iteration 24Q: 3 clusters Score -743135.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -743216.250000 Penalty: 2922.702393
	Iteration 25Q: 3 clusters Score -743216.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -743268.000000 Penalty: 2922.702393
	Iteration 26Q: 3 clusters Score -743268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -743322.750000 Penalty: 2922.702393
	Iteration 27Q: 3 clusters Score -743322.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -743379.500000 Penalty: 2922.702393
	Iteration 28Q: 3 clusters Score -743379.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -743437.937500 Penalty: 2922.702393
	Iteration 29Q: 3 clusters Score -743437.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -743477.000000 Penalty: 2922.702393
	Iteration 30Q: 3 clusters Score -743477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -743509.187500 Penalty: 2922.702393
	Iteration 31Q: 3 clusters Score -743509.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -743545.875000 Penalty: 2922.702393
	Iteration 32Q: 3 clusters Score -743545.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -743575.312500 Penalty: 2922.702393
	Iteration 33Q: 3 clusters Score -743575.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -743591.125000 Penalty: 2922.702393
	Iteration 34Q: 3 clusters Score -743591.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -743601.625000 Penalty: 2922.702393
	Iteration 35Q: 3 clusters Score -743601.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -743610.375000 Penalty: 2922.702393
	Iteration 36Q: 3 clusters Score -743610.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -743614.437500 Penalty: 2922.702393
	Iteration 37Q: 3 clusters Score -743614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -743620.875000 Penalty: 2922.702393
	Iteration 38Q: 3 clusters Score -743620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -743625.375000 Penalty: 2922.702393
	Iteration 39Q: 3 clusters Score -743625.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -743683.875000 Penalty: 2922.702393
	Iteration 40F: 3 clusters Score -743683.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -743751.937500 Penalty: 2922.702393
	Iteration 41Q: 3 clusters Score -743751.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -743806.000000 Penalty: 2922.702393
	Iteration 42Q: 3 clusters Score -743806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -743842.937500 Penalty: 2922.702393
	Iteration 43Q: 3 clusters Score -743842.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -743862.937500 Penalty: 2922.702393
	Iteration 44Q: 3 clusters Score -743862.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -743882.375000 Penalty: 2922.702393
	Iteration 45Q: 3 clusters Score -743882.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -743900.625000 Penalty: 2922.702393
	Iteration 46Q: 3 clusters Score -743900.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -743916.500000 Penalty: 2922.702393
	Iteration 47Q: 3 clusters Score -743916.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -743937.187500 Penalty: 2922.702393
	Iteration 48Q: 3 clusters Score -743937.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -743955.625000 Penalty: 2922.702393
	Iteration 49Q: 3 clusters Score -743955.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -743966.937500 Penalty: 2922.702393
	Iteration 50Q: 3 clusters Score -743966.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -743974.625000 Penalty: 2922.702393
	Iteration 51Q: 3 clusters Score -743974.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -743980.687500 Penalty: 2922.702393
	Iteration 52Q: 3 clusters Score -743980.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -743987.125000 Penalty: 2922.702393
	Iteration 53Q: 3 clusters Score -743987.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -743994.000000 Penalty: 2922.702393
	Iteration 54Q: 3 clusters Score -743994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -743999.250000 Penalty: 2922.702393
	Iteration 55Q: 3 clusters Score -743999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -744003.187500 Penalty: 2922.702393
	Iteration 56Q: 3 clusters Score -744003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -744005.562500 Penalty: 2922.702393
	Iteration 57Q: 3 clusters Score -744005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -744009.125000 Penalty: 2922.702393
	Iteration 58Q: 3 clusters Score -744009.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -744008.375000 Penalty: 2922.702393
	Iteration 59Q: 3 clusters Score -744008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -744010.687500 Penalty: 2922.702393
	Iteration 60F: 3 clusters Score -744010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -744010.000000 Penalty: 2922.702393
	Iteration 61Q: 3 clusters Score -744010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -744010.875000 Penalty: 2922.702393
	Iteration 62Q: 3 clusters Score -744010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -744010.875000 Penalty: 2922.702393
	Iteration 63Q: 3 clusters Score -744010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -744011.937500 Penalty: 2922.702393
	Iteration 64Q: 3 clusters Score -744011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -744011.937500 Penalty: 2922.702393
	Iteration 65F: 3 clusters Score -744011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 117322 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 49182 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 72681 members 
Mstep: Class 19 contains 171766 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 14718 members 
Mstep: Class 24 contains 5291 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 6160 members 
Entering Unmasked Estep 
Score: -51578360.000000 Penalty: 56047.933594
Splitting cluster 17 changes total score from -51559524.000000 to -51578360.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (171766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171766 members 
Entering Unmasked Estep 
Score: -15329742.000000 Penalty: 1958.756836
	Iteration 0F: 2 clusters Score -1.532974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -15214434.000000 Penalty: 3917.513672
	Iteration 0F: 3 clusters Score -1.521443e+07 nChanged 83217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -15264170.000000 Penalty: 3917.513672
	Iteration 1F: 3 clusters Score -1.526417e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 89064 members 
Entering Unmasked Estep 
Score: -15265590.000000 Penalty: 3917.513672
	Iteration 2Q: 3 clusters Score -1.526559e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -15267282.000000 Penalty: 3917.513672
	Iteration 3Q: 3 clusters Score -1.526728e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -15269545.000000 Penalty: 3917.513672
	Iteration 4Q: 3 clusters Score -1.526954e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -15273182.000000 Penalty: 3917.513672
	Iteration 5Q: 3 clusters Score -1.527318e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -15278185.000000 Penalty: 3917.513672
	Iteration 6F: 3 clusters Score -1.527818e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -15285113.000000 Penalty: 3917.513672
	Iteration 7F: 3 clusters Score -1.528511e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 113573 members 
Entering Unmasked Estep 
Score: -15292709.000000 Penalty: 3917.513672
	Iteration 8F: 3 clusters Score -1.529271e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 118785 members 
Entering Unmasked Estep 
Score: -15299361.000000 Penalty: 3917.513672
	Iteration 9F: 3 clusters Score -1.529936e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -15303409.000000 Penalty: 3917.513672
	Iteration 10Q: 3 clusters Score -1.530341e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 125915 members 
Entering Unmasked Estep 
Score: -15305730.000000 Penalty: 3917.513672
	Iteration 11Q: 3 clusters Score -1.530573e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 128935 members 
Entering Unmasked Estep 
Score: -15307177.000000 Penalty: 3917.513672
	Iteration 12Q: 3 clusters Score -1.530718e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 131944 members 
Entering Unmasked Estep 
Score: -15308349.000000 Penalty: 3917.513672
	Iteration 13Q: 3 clusters Score -1.530835e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 134854 members 
Entering Unmasked Estep 
Score: -15309503.000000 Penalty: 3917.513672
	Iteration 14Q: 3 clusters Score -1.53095e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -15310655.000000 Penalty: 3917.513672
	Iteration 15Q: 3 clusters Score -1.531066e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -15311837.000000 Penalty: 3917.513672
	Iteration 16Q: 3 clusters Score -1.531184e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 143801 members 
Entering Unmasked Estep 
Score: -15313170.000000 Penalty: 3917.513672
	Iteration 17Q: 3 clusters Score -1.531317e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 146903 members 
Entering Unmasked Estep 
Score: -15314528.000000 Penalty: 3917.513672
	Iteration 18Q: 3 clusters Score -1.531453e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 149899 members 
Entering Unmasked Estep 
Score: -15315945.000000 Penalty: 3917.513672
	Iteration 19Q: 3 clusters Score -1.531594e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -15317364.000000 Penalty: 3917.513672
	Iteration 20F: 3 clusters Score -1.531736e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 155637 members 
Entering Unmasked Estep 
Score: -15318815.000000 Penalty: 3917.513672
	Iteration 21Q: 3 clusters Score -1.531882e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 158300 members 
Entering Unmasked Estep 
Score: -15320305.000000 Penalty: 3917.513672
	Iteration 22Q: 3 clusters Score -1.53203e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 160751 members 
Entering Unmasked Estep 
Score: -15321679.000000 Penalty: 3917.513672
	Iteration 23Q: 3 clusters Score -1.532168e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 162937 members 
Entering Unmasked Estep 
Score: -15322897.000000 Penalty: 3917.513672
	Iteration 24Q: 3 clusters Score -1.53229e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 164890 members 
Entering Unmasked Estep 
Score: -15324127.000000 Penalty: 3917.513672
	Iteration 25Q: 3 clusters Score -1.532413e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 166505 members 
Entering Unmasked Estep 
Score: -15325137.000000 Penalty: 3917.513672
	Iteration 26Q: 3 clusters Score -1.532514e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -15325911.000000 Penalty: 3917.513672
	Iteration 27Q: 3 clusters Score -1.532591e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 168791 members 
Entering Unmasked Estep 
Score: -15326574.000000 Penalty: 3917.513672
	Iteration 28Q: 3 clusters Score -1.532657e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 169514 members 
Entering Unmasked Estep 
Score: -15327003.000000 Penalty: 3917.513672
	Iteration 29Q: 3 clusters Score -1.5327e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 170033 members 
Entering Unmasked Estep 
Score: -15327321.000000 Penalty: 3917.513672
	Iteration 30Q: 3 clusters Score -1.532732e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 170386 members 
Entering Unmasked Estep 
Score: -15327503.000000 Penalty: 3917.513672
	Iteration 31Q: 3 clusters Score -1.53275e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -15327612.000000 Penalty: 3917.513672
	Iteration 32Q: 3 clusters Score -1.532761e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 170796 members 
Entering Unmasked Estep 
Score: -15327728.000000 Penalty: 3917.513672
	Iteration 33Q: 3 clusters Score -1.532773e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 170915 members 
Entering Unmasked Estep 
Score: -15327791.000000 Penalty: 3917.513672
	Iteration 34Q: 3 clusters Score -1.532779e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 171000 members 
Entering Unmasked Estep 
Score: -15327844.000000 Penalty: 3917.513672
	Iteration 35Q: 3 clusters Score -1.532784e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 171055 members 
Entering Unmasked Estep 
Score: -15327890.000000 Penalty: 3917.513672
	Iteration 36Q: 3 clusters Score -1.532789e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 171091 members 
Entering Unmasked Estep 
Score: -15327925.000000 Penalty: 3917.513672
	Iteration 37Q: 3 clusters Score -1.532792e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 171121 members 
Entering Unmasked Estep 
Score: -15327940.000000 Penalty: 3917.513672
	Iteration 38Q: 3 clusters Score -1.532794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 171148 members 
Entering Unmasked Estep 
Score: -15327957.000000 Penalty: 3917.513672
	Iteration 39Q: 3 clusters Score -1.532796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 171171 members 
Entering Unmasked Estep 
Score: -15327981.000000 Penalty: 3917.513672
	Iteration 40F: 3 clusters Score -1.532798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 171191 members 
Entering Unmasked Estep 
Score: -15327987.000000 Penalty: 3917.513672
	Iteration 41Q: 3 clusters Score -1.532799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -15328004.000000 Penalty: 3917.513672
	Iteration 42Q: 3 clusters Score -1.5328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171221 members 
Entering Unmasked Estep 
Score: -15328002.000000 Penalty: 3917.513672
	Iteration 43Q: 3 clusters Score -1.5328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 171227 members 
Entering Unmasked Estep 
Score: -15328014.000000 Penalty: 3917.513672
	Iteration 44Q: 3 clusters Score -1.532801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 171238 members 
Entering Unmasked Estep 
Score: -15328019.000000 Penalty: 3917.513672
	Iteration 45Q: 3 clusters Score -1.532802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -15328042.000000 Penalty: 3917.513672
	Iteration 46Q: 3 clusters Score -1.532804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -15328069.000000 Penalty: 3917.513672
	Iteration 47Q: 3 clusters Score -1.532807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -15328082.000000 Penalty: 3917.513672
	Iteration 48Q: 3 clusters Score -1.532808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 171279 members 
Entering Unmasked Estep 
Score: -15328102.000000 Penalty: 3917.513672
	Iteration 49Q: 3 clusters Score -1.53281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 171283 members 
Entering Unmasked Estep 
Score: -15328113.000000 Penalty: 3917.513672
	Iteration 50Q: 3 clusters Score -1.532811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 171286 members 
Entering Unmasked Estep 
Score: -15328109.000000 Penalty: 3917.513672
	Iteration 51Q: 3 clusters Score -1.532811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -15328116.000000 Penalty: 3917.513672
	Iteration 52Q: 3 clusters Score -1.532812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -15328114.000000 Penalty: 3917.513672
	Iteration 53Q: 3 clusters Score -1.532811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 171298 members 
Entering Unmasked Estep 
Score: -15328129.000000 Penalty: 3917.513672
	Iteration 54Q: 3 clusters Score -1.532813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 171302 members 
Entering Unmasked Estep 
Score: -15328126.000000 Penalty: 3917.513672
	Iteration 55Q: 3 clusters Score -1.532813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 171305 members 
Entering Unmasked Estep 
Score: -15328129.000000 Penalty: 3917.513672
	Iteration 56Q: 3 clusters Score -1.532813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 171308 members 
Entering Unmasked Estep 
Score: -15328132.000000 Penalty: 3917.513672
	Iteration 57Q: 3 clusters Score -1.532813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 171312 members 
Entering Unmasked Estep 
Score: -15328140.000000 Penalty: 3917.513672
	Iteration 58Q: 3 clusters Score -1.532814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -15328133.000000 Penalty: 3917.513672
	Iteration 59Q: 3 clusters Score -1.532813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -15328130.000000 Penalty: 3917.513672
	Iteration 60F: 3 clusters Score -1.532813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -15328128.000000 Penalty: 3917.513672
	Iteration 61Q: 3 clusters Score -1.532813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -15328134.000000 Penalty: 3917.513672
	Iteration 62Q: 3 clusters Score -1.532813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -15328134.000000 Penalty: 3917.513672
	Iteration 63F: 3 clusters Score -1.532813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Entering Unmasked Estep 
Score: -476394.718750 Penalty: 1386.174805
	Iteration 0F: 2 clusters Score -476394.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -472333.906250 Penalty: 2772.349609
	Iteration 0F: 3 clusters Score -472333.9 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -473407.375000 Penalty: 2772.349609
	Iteration 1F: 3 clusters Score -473407.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -473574.656250 Penalty: 2772.349609
	Iteration 2F: 3 clusters Score -473574.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -473694.906250 Penalty: 2772.349609
	Iteration 3F: 3 clusters Score -473694.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -473793.656250 Penalty: 2772.349609
	Iteration 4Q: 3 clusters Score -473793.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -473885.062500 Penalty: 2772.349609
	Iteration 5Q: 3 clusters Score -473885.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -473957.250000 Penalty: 2772.349609
	Iteration 6Q: 3 clusters Score -473957.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -474027.812500 Penalty: 2772.349609
	Iteration 7Q: 3 clusters Score -474027.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -474121.531250 Penalty: 2772.349609
	Iteration 8Q: 3 clusters Score -474121.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -474243.468750 Penalty: 2772.349609
	Iteration 9Q: 3 clusters Score -474243.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -474386.968750 Penalty: 2772.349609
	Iteration 10Q: 3 clusters Score -474387 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -474533.625000 Penalty: 2772.349609
	Iteration 11Q: 3 clusters Score -474533.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -474675.718750 Penalty: 2772.349609
	Iteration 12Q: 3 clusters Score -474675.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -474797.281250 Penalty: 2772.349609
	Iteration 13Q: 3 clusters Score -474797.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -474884.250000 Penalty: 2772.349609
	Iteration 14Q: 3 clusters Score -474884.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -474947.062500 Penalty: 2772.349609
	Iteration 15Q: 3 clusters Score -474947.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -474994.968750 Penalty: 2772.349609
	Iteration 16Q: 3 clusters Score -474995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -475039.125000 Penalty: 2772.349609
	Iteration 17Q: 3 clusters Score -475039.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -475078.718750 Penalty: 2772.349609
	Iteration 18Q: 3 clusters Score -475078.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -475103.843750 Penalty: 2772.349609
	Iteration 19Q: 3 clusters Score -475103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -475118.468750 Penalty: 2772.349609
	Iteration 20F: 3 clusters Score -475118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -475125.937500 Penalty: 2772.349609
	Iteration 21Q: 3 clusters Score -475125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -475132.437500 Penalty: 2772.349609
	Iteration 22Q: 3 clusters Score -475132.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -475136.250000 Penalty: 2772.349609
	Iteration 23Q: 3 clusters Score -475136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -475145.843750 Penalty: 2772.349609
	Iteration 24Q: 3 clusters Score -475145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -475153.000000 Penalty: 2772.349609
	Iteration 25Q: 3 clusters Score -475153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -475163.468750 Penalty: 2772.349609
	Iteration 26Q: 3 clusters Score -475163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -475176.156250 Penalty: 2772.349609
	Iteration 27Q: 3 clusters Score -475176.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -475186.750000 Penalty: 2772.349609
	Iteration 28Q: 3 clusters Score -475186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -475208.125000 Penalty: 2772.349609
	Iteration 29Q: 3 clusters Score -475208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -475219.687500 Penalty: 2772.349609
	Iteration 30Q: 3 clusters Score -475219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -475231.156250 Penalty: 2772.349609
	Iteration 31Q: 3 clusters Score -475231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -475236.781250 Penalty: 2772.349609
	Iteration 32Q: 3 clusters Score -475236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -475238.031250 Penalty: 2772.349609
	Iteration 33Q: 3 clusters Score -475238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -475238.937500 Penalty: 2772.349609
	Iteration 34Q: 3 clusters Score -475238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -475238.937500 Penalty: 2772.349609
	Iteration 35F: 3 clusters Score -475238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -897333.187500 Penalty: 1496.485229
	Iteration 0F: 2 clusters Score -897333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -890202.625000 Penalty: 2992.970459
	Iteration 0F: 3 clusters Score -890202.6 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -892502.312500 Penalty: 2992.970459
	Iteration 1F: 3 clusters Score -892502.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -892821.687500 Penalty: 2992.970459
	Iteration 2F: 3 clusters Score -892821.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -893152.062500 Penalty: 2992.970459
	Iteration 3F: 3 clusters Score -893152.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -893648.750000 Penalty: 2992.970459
	Iteration 4F: 3 clusters Score -893648.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -894346.625000 Penalty: 2992.970459
	Iteration 5F: 3 clusters Score -894346.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -895245.750000 Penalty: 2992.970459
	Iteration 6F: 3 clusters Score -895245.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -896034.125000 Penalty: 2992.970459
	Iteration 7F: 3 clusters Score -896034.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -896611.062500 Penalty: 2992.970459
	Iteration 8F: 3 clusters Score -896611.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -897067.625000 Penalty: 2992.970459
	Iteration 9F: 3 clusters Score -897067.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -897436.000000 Penalty: 2992.970459
	Iteration 10Q: 3 clusters Score -897436 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -897666.250000 Penalty: 2992.970459
	Iteration 11Q: 3 clusters Score -897666.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -897768.687500 Penalty: 2992.970459
	Iteration 12Q: 3 clusters Score -897768.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -897813.687500 Penalty: 2992.970459
	Iteration 13Q: 3 clusters Score -897813.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -897838.437500 Penalty: 2992.970459
	Iteration 14Q: 3 clusters Score -897838.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -897852.875000 Penalty: 2992.970459
	Iteration 15Q: 3 clusters Score -897852.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -897860.312500 Penalty: 2992.970459
	Iteration 16Q: 3 clusters Score -897860.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -897861.625000 Penalty: 2992.970459
	Iteration 17Q: 3 clusters Score -897861.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -897867.312500 Penalty: 2992.970459
	Iteration 18Q: 3 clusters Score -897867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -897866.562500 Penalty: 2992.970459
	Iteration 19Q: 3 clusters Score -897866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -897868.125000 Penalty: 2992.970459
	Iteration 20F: 3 clusters Score -897868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -897869.000000 Penalty: 2992.970459
	Iteration 21Q: 3 clusters Score -897869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -897869.000000 Penalty: 2992.970459
	Iteration 22Q: 3 clusters Score -897869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -897868.562500 Penalty: 2992.970459
	Iteration 23Q: 3 clusters Score -897868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -897870.000000 Penalty: 2992.970459
	Iteration 24Q: 3 clusters Score -897870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -897870.750000 Penalty: 2992.970459
	Iteration 25Q: 3 clusters Score -897870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -897871.625000 Penalty: 2992.970459
	Iteration 26Q: 3 clusters Score -897871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -897872.062500 Penalty: 2992.970459
	Iteration 27Q: 3 clusters Score -897872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -897872.062500 Penalty: 2992.970459
	Iteration 28F: 3 clusters Score -897872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 117322 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 49182 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 72681 members 
Mstep: Class 19 contains 171766 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 14718 members 
Mstep: Class 24 contains 5291 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 6160 members 
Mstep: Class 27 contains 3522 members 
Entering Unmasked Estep 
Score: -51578232.000000 Penalty: 58203.625000
Splitting cluster 21 changes total score from -51559524.000000 to -51578232.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -96757.984375 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -96757.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -95239.484375 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -95239.48 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95531.429688 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -95531.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -95596.546875 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -95596.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -95621.515625 Penalty: 2291.007812
	Iteration 3Q: 3 clusters Score -95621.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -95640.507812 Penalty: 2291.007812
	Iteration 4Q: 3 clusters Score -95640.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95652.976562 Penalty: 2291.007812
	Iteration 5Q: 3 clusters Score -95652.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -95666.507812 Penalty: 2291.007812
	Iteration 6Q: 3 clusters Score -95666.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -95683.796875 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -95683.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95697.609375 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -95697.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -95707.046875 Penalty: 2291.007812
	Iteration 9Q: 3 clusters Score -95707.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95715.125000 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -95715.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95727.734375 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -95727.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95730.929688 Penalty: 2291.007812
	Iteration 12Q: 3 clusters Score -95730.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95730.929688 Penalty: 2291.007812
	Iteration 13F: 3 clusters Score -95730.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Entering Unmasked Estep 
Score: -1311236.250000 Penalty: 1559.484375
	Iteration 0F: 2 clusters Score -1311236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1301104.625000 Penalty: 3118.968750
	Iteration 0F: 3 clusters Score -1301105 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1304776.250000 Penalty: 3118.968750
	Iteration 1F: 3 clusters Score -1304776 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1305196.750000 Penalty: 3118.968750
	Iteration 2F: 3 clusters Score -1305197 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1305699.875000 Penalty: 3118.968750
	Iteration 3F: 3 clusters Score -1305700 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1306243.250000 Penalty: 3118.968750
	Iteration 4F: 3 clusters Score -1306243 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1306761.625000 Penalty: 3118.968750
	Iteration 5F: 3 clusters Score -1306762 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1307253.000000 Penalty: 3118.968750
	Iteration 6F: 3 clusters Score -1307253 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1307734.250000 Penalty: 3118.968750
	Iteration 7F: 3 clusters Score -1307734 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1308126.750000 Penalty: 3118.968750
	Iteration 8Q: 3 clusters Score -1308127 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1308395.000000 Penalty: 3118.968750
	Iteration 9Q: 3 clusters Score -1308395 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1308562.000000 Penalty: 3118.968750
	Iteration 10Q: 3 clusters Score -1308562 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1308676.125000 Penalty: 3118.968750
	Iteration 11Q: 3 clusters Score -1308676 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1308757.250000 Penalty: 3118.968750
	Iteration 12Q: 3 clusters Score -1308757 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1308823.750000 Penalty: 3118.968750
	Iteration 13Q: 3 clusters Score -1308824 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1308879.125000 Penalty: 3118.968750
	Iteration 14Q: 3 clusters Score -1308879 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1308944.375000 Penalty: 3118.968750
	Iteration 15Q: 3 clusters Score -1308944 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1308995.000000 Penalty: 3118.968750
	Iteration 16Q: 3 clusters Score -1308995 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1309047.125000 Penalty: 3118.968750
	Iteration 17Q: 3 clusters Score -1309047 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1309110.875000 Penalty: 3118.968750
	Iteration 18Q: 3 clusters Score -1309111 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1309169.625000 Penalty: 3118.968750
	Iteration 19Q: 3 clusters Score -1309170 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1309224.875000 Penalty: 3118.968750
	Iteration 20F: 3 clusters Score -1309225 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1309281.625000 Penalty: 3118.968750
	Iteration 21Q: 3 clusters Score -1309282 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1309335.000000 Penalty: 3118.968750
	Iteration 22Q: 3 clusters Score -1309335 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1309374.500000 Penalty: 3118.968750
	Iteration 23Q: 3 clusters Score -1309374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1309416.500000 Penalty: 3118.968750
	Iteration 24Q: 3 clusters Score -1309416 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1309453.000000 Penalty: 3118.968750
	Iteration 25Q: 3 clusters Score -1309453 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1309478.250000 Penalty: 3118.968750
	Iteration 26Q: 3 clusters Score -1309478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1309513.750000 Penalty: 3118.968750
	Iteration 27Q: 3 clusters Score -1309514 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1309544.125000 Penalty: 3118.968750
	Iteration 28Q: 3 clusters Score -1309544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1309564.750000 Penalty: 3118.968750
	Iteration 29Q: 3 clusters Score -1309565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1309577.000000 Penalty: 3118.968750
	Iteration 30Q: 3 clusters Score -1309577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1309586.375000 Penalty: 3118.968750
	Iteration 31Q: 3 clusters Score -1309586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1309593.125000 Penalty: 3118.968750
	Iteration 32Q: 3 clusters Score -1309593 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1309618.250000 Penalty: 3118.968750
	Iteration 33Q: 3 clusters Score -1309618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1309635.875000 Penalty: 3118.968750
	Iteration 34Q: 3 clusters Score -1309636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1309655.000000 Penalty: 3118.968750
	Iteration 35Q: 3 clusters Score -1309655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1309679.500000 Penalty: 3118.968750
	Iteration 36Q: 3 clusters Score -1309680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1309696.625000 Penalty: 3118.968750
	Iteration 37Q: 3 clusters Score -1309697 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1309717.500000 Penalty: 3118.968750
	Iteration 38Q: 3 clusters Score -1309718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1309733.750000 Penalty: 3118.968750
	Iteration 39Q: 3 clusters Score -1309734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1309757.875000 Penalty: 3118.968750
	Iteration 40F: 3 clusters Score -1309758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1309787.250000 Penalty: 3118.968750
	Iteration 41Q: 3 clusters Score -1309787 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1309831.000000 Penalty: 3118.968750
	Iteration 42Q: 3 clusters Score -1309831 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1309874.125000 Penalty: 3118.968750
	Iteration 43Q: 3 clusters Score -1309874 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1309922.500000 Penalty: 3118.968750
	Iteration 44Q: 3 clusters Score -1309922 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1309978.625000 Penalty: 3118.968750
	Iteration 45Q: 3 clusters Score -1309979 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1310032.500000 Penalty: 3118.968750
	Iteration 46Q: 3 clusters Score -1310032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1310088.625000 Penalty: 3118.968750
	Iteration 47Q: 3 clusters Score -1310089 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1310165.750000 Penalty: 3118.968750
	Iteration 48Q: 3 clusters Score -1310166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1310222.625000 Penalty: 3118.968750
	Iteration 49Q: 3 clusters Score -1310223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1310263.250000 Penalty: 3118.968750
	Iteration 50Q: 3 clusters Score -1310263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1310305.875000 Penalty: 3118.968750
	Iteration 51Q: 3 clusters Score -1310306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1310348.500000 Penalty: 3118.968750
	Iteration 52Q: 3 clusters Score -1310348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1310390.000000 Penalty: 3118.968750
	Iteration 53Q: 3 clusters Score -1310390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1310417.250000 Penalty: 3118.968750
	Iteration 54Q: 3 clusters Score -1310417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1310447.500000 Penalty: 3118.968750
	Iteration 55Q: 3 clusters Score -1310448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1310466.875000 Penalty: 3118.968750
	Iteration 56Q: 3 clusters Score -1310467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1310486.500000 Penalty: 3118.968750
	Iteration 57Q: 3 clusters Score -1310486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1310494.500000 Penalty: 3118.968750
	Iteration 58Q: 3 clusters Score -1310494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1310504.125000 Penalty: 3118.968750
	Iteration 59Q: 3 clusters Score -1310504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1310518.750000 Penalty: 3118.968750
	Iteration 60F: 3 clusters Score -1310519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1310527.250000 Penalty: 3118.968750
	Iteration 61Q: 3 clusters Score -1310527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1310528.625000 Penalty: 3118.968750
	Iteration 62Q: 3 clusters Score -1310529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1310531.000000 Penalty: 3118.968750
	Iteration 63Q: 3 clusters Score -1310531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1310532.000000 Penalty: 3118.968750
	Iteration 64Q: 3 clusters Score -1310532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1310536.625000 Penalty: 3118.968750
	Iteration 65Q: 3 clusters Score -1310537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1310536.500000 Penalty: 3118.968750
	Iteration 66Q: 3 clusters Score -1310536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1310535.500000 Penalty: 3118.968750
	Iteration 67Q: 3 clusters Score -1310536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1310537.500000 Penalty: 3118.968750
	Iteration 68Q: 3 clusters Score -1310538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1310539.500000 Penalty: 3118.968750
	Iteration 69Q: 3 clusters Score -1310540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1310540.625000 Penalty: 3118.968750
	Iteration 70Q: 3 clusters Score -1310541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1310540.875000 Penalty: 3118.968750
	Iteration 71Q: 3 clusters Score -1310541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1310542.250000 Penalty: 3118.968750
	Iteration 72Q: 3 clusters Score -1310542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1310541.000000 Penalty: 3118.968750
	Iteration 73Q: 3 clusters Score -1310541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1310540.375000 Penalty: 3118.968750
	Iteration 74Q: 3 clusters Score -1310540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1310544.125000 Penalty: 3118.968750
	Iteration 75Q: 3 clusters Score -1310544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1310543.750000 Penalty: 3118.968750
	Iteration 76Q: 3 clusters Score -1310544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1310545.375000 Penalty: 3118.968750
	Iteration 77Q: 3 clusters Score -1310545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1310544.000000 Penalty: 3118.968750
	Iteration 78Q: 3 clusters Score -1310544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1310543.125000 Penalty: 3118.968750
	Iteration 79Q: 3 clusters Score -1310543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1310543.625000 Penalty: 3118.968750
	Iteration 80F: 3 clusters Score -1310544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 117322 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 49182 members 
Mstep: Class 13 contains 4185 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 19 contains 171766 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 14718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51581976.000000 Penalty: 58203.625000
Iteration 79Q: 28 clusters Score -5.158198e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 8015 members 
Mstep: Class 7 contains 21231 members 
Mstep: Class 8 contains 117475 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 1666 members 
Mstep: Class 12 contains 49701 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 41265 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 71296 members 
Mstep: Class 19 contains 172072 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 6624 members 
Mstep: Class 22 contains 1167 members 
Mstep: Class 23 contains 14678 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 1723 members 
Mstep: Class 26 contains 5883 members 
Mstep: Class 27 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51585108.000000 Penalty: 58203.625000
Iteration 80F: 28 clusters Score -5.158511e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 8030 members 
Mstep: Class 7 contains 21362 members 
Mstep: Class 8 contains 117653 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 1376 members 
Mstep: Class 11 contains 1502 members 
Mstep: Class 12 contains 49433 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 12346 members 
Mstep: Class 16 contains 41267 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 71878 members 
Mstep: Class 19 contains 171176 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 6765 members 
Mstep: Class 22 contains 1165 members 
Mstep: Class 23 contains 14653 members 
Mstep: Class 24 contains 5218 members 
Mstep: Class 25 contains 1861 members 
Mstep: Class 26 contains 6041 members 
Mstep: Class 27 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51586428.000000 Penalty: 58203.625000
Iteration 81Q: 28 clusters Score -5.158643e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 21456 members 
Mstep: Class 8 contains 117875 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 1396 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 49318 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 12607 members 
Mstep: Class 16 contains 41260 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 71969 members 
Mstep: Class 19 contains 170668 members 
Mstep: Class 20 contains 4985 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 1166 members 
Mstep: Class 23 contains 14648 members 
Mstep: Class 24 contains 5223 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 6125 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51586904.000000 Penalty: 58203.625000
Iteration 82Q: 28 clusters Score -5.15869e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 8072 members 
Mstep: Class 7 contains 21523 members 
Mstep: Class 8 contains 118083 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 49271 members 
Mstep: Class 13 contains 4174 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 41265 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 71960 members 
Mstep: Class 19 contains 170307 members 
Mstep: Class 20 contains 4955 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 1164 members 
Mstep: Class 23 contains 14657 members 
Mstep: Class 24 contains 5235 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 6159 members 
Mstep: Class 27 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587264.000000 Penalty: 58203.625000
Iteration 83Q: 28 clusters Score -5.158726e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 21560 members 
Mstep: Class 8 contains 118295 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 1360 members 
Mstep: Class 12 contains 49247 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 4758 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 41262 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 71927 members 
Mstep: Class 19 contains 170018 members 
Mstep: Class 20 contains 4929 members 
Mstep: Class 21 contains 7108 members 
Mstep: Class 22 contains 1162 members 
Mstep: Class 23 contains 14680 members 
Mstep: Class 24 contains 5238 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 6181 members 
Mstep: Class 27 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587608.000000 Penalty: 58203.625000
Iteration 84Q: 28 clusters Score -5.158761e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 21582 members 
Mstep: Class 8 contains 118487 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 1330 members 
Mstep: Class 12 contains 49225 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 13105 members 
Mstep: Class 16 contains 41264 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 18 contains 71895 members 
Mstep: Class 19 contains 169788 members 
Mstep: Class 20 contains 4915 members 
Mstep: Class 21 contains 7182 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 5243 members 
Mstep: Class 25 contains 2009 members 
Mstep: Class 26 contains 6179 members 
Mstep: Class 27 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587772.000000 Penalty: 58203.625000
Iteration 85Q: 28 clusters Score -5.158777e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8134 members 
Mstep: Class 7 contains 21596 members 
Mstep: Class 8 contains 118664 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 1304 members 
Mstep: Class 12 contains 49201 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 41261 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 71877 members 
Mstep: Class 19 contains 169622 members 
Mstep: Class 20 contains 4892 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 1155 members 
Mstep: Class 23 contains 14750 members 
Mstep: Class 24 contains 5252 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587932.000000 Penalty: 58203.625000
Iteration 86Q: 28 clusters Score -5.158793e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8154 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 118825 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 1427 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 49176 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 41259 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 71853 members 
Mstep: Class 19 contains 169483 members 
Mstep: Class 20 contains 4871 members 
Mstep: Class 21 contains 7310 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 14789 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 2030 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587880.000000 Penalty: 58203.625000
Iteration 87Q: 28 clusters Score -5.158788e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 7 contains 21617 members 
Mstep: Class 8 contains 119001 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 1432 members 
Mstep: Class 11 contains 1261 members 
Mstep: Class 12 contains 49156 members 
Mstep: Class 13 contains 4175 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 13367 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 2582 members 
Mstep: Class 18 contains 71838 members 
Mstep: Class 19 contains 169355 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 7374 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 14828 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 6154 members 
Mstep: Class 27 contains 4280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588056.000000 Penalty: 58203.625000
Iteration 88Q: 28 clusters Score -5.158806e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5022 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 21619 members 
Mstep: Class 8 contains 119186 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 49159 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 13421 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 71828 members 
Mstep: Class 19 contains 169234 members 
Mstep: Class 20 contains 4816 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 14894 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 6144 members 
Mstep: Class 27 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588124.000000 Penalty: 58203.625000
Iteration 89Q: 28 clusters Score -5.158812e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8168 members 
Mstep: Class 7 contains 21616 members 
Mstep: Class 8 contains 119388 members 
Mstep: Class 9 contains 5536 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 49152 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 13473 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 71807 members 
Mstep: Class 19 contains 169135 members 
Mstep: Class 20 contains 4786 members 
Mstep: Class 21 contains 7465 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 14956 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 2050 members 
Mstep: Class 26 contains 6126 members 
Mstep: Class 27 contains 4347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588292.000000 Penalty: 58203.625000
Iteration 90Q: 28 clusters Score -5.158829e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8175 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 119588 members 
Mstep: Class 9 contains 5521 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 12 contains 49157 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 41256 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 71786 members 
Mstep: Class 19 contains 169026 members 
Mstep: Class 20 contains 4763 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 1155 members 
Mstep: Class 23 contains 15014 members 
Mstep: Class 24 contains 5293 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 6096 members 
Mstep: Class 27 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588280.000000 Penalty: 58203.625000
Iteration 91Q: 28 clusters Score -5.158828e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8190 members 
Mstep: Class 7 contains 21620 members 
Mstep: Class 8 contains 119743 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 49161 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 13544 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 71771 members 
Mstep: Class 19 contains 168927 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 7567 members 
Mstep: Class 22 contains 1155 members 
Mstep: Class 23 contains 15078 members 
Mstep: Class 24 contains 5298 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 6069 members 
Mstep: Class 27 contains 4379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588352.000000 Penalty: 58203.625000
Iteration 92Q: 28 clusters Score -5.158835e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8201 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 119904 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 49160 members 
Mstep: Class 13 contains 4140 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 13590 members 
Mstep: Class 16 contains 41259 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 71753 members 
Mstep: Class 19 contains 168854 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 7613 members 
Mstep: Class 22 contains 1157 members 
Mstep: Class 23 contains 15127 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 6050 members 
Mstep: Class 27 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588460.000000 Penalty: 58203.625000
Iteration 93Q: 28 clusters Score -5.158846e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8208 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 120059 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 49165 members 
Mstep: Class 13 contains 4141 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 13621 members 
Mstep: Class 16 contains 41262 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 18 contains 71743 members 
Mstep: Class 19 contains 168770 members 
Mstep: Class 20 contains 4673 members 
Mstep: Class 21 contains 7644 members 
Mstep: Class 22 contains 1157 members 
Mstep: Class 23 contains 15183 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 6038 members 
Mstep: Class 27 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588460.000000 Penalty: 58203.625000
Iteration 94Q: 28 clusters Score -5.158846e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 120219 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 49164 members 
Mstep: Class 13 contains 4134 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 13641 members 
Mstep: Class 16 contains 41263 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 71732 members 
Mstep: Class 19 contains 168702 members 
Mstep: Class 20 contains 4644 members 
Mstep: Class 21 contains 7665 members 
Mstep: Class 22 contains 1159 members 
Mstep: Class 23 contains 15248 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588516.000000 Penalty: 58203.625000
Iteration 95Q: 28 clusters Score -5.158852e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 21621 members 
Mstep: Class 8 contains 120363 members 
Mstep: Class 9 contains 5473 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 49162 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 13652 members 
Mstep: Class 16 contains 41261 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 71718 members 
Mstep: Class 19 contains 168633 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7693 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 15306 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588624.000000 Penalty: 58203.625000
Iteration 96Q: 28 clusters Score -5.158862e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 21621 members 
Mstep: Class 8 contains 120504 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 49152 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 13658 members 
Mstep: Class 16 contains 41259 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 71712 members 
Mstep: Class 19 contains 168564 members 
Mstep: Class 20 contains 4591 members 
Mstep: Class 21 contains 7717 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 15352 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 6003 members 
Mstep: Class 27 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588720.000000 Penalty: 58203.625000
Iteration 97Q: 28 clusters Score -5.158872e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8233 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 120629 members 
Mstep: Class 9 contains 5469 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 49148 members 
Mstep: Class 13 contains 4131 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 13664 members 
Mstep: Class 16 contains 41259 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 71707 members 
Mstep: Class 19 contains 168505 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 7736 members 
Mstep: Class 22 contains 1159 members 
Mstep: Class 23 contains 15387 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 5999 members 
Mstep: Class 27 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588708.000000 Penalty: 58203.625000
Iteration 98Q: 28 clusters Score -5.158871e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2112 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8244 members 
Mstep: Class 7 contains 21626 members 
Mstep: Class 8 contains 120749 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 49128 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 13667 members 
Mstep: Class 16 contains 41259 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 71700 members 
Mstep: Class 19 contains 168446 members 
Mstep: Class 20 contains 4552 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 15439 members 
Mstep: Class 24 contains 5314 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588768.000000 Penalty: 58203.625000
Iteration 99Q: 28 clusters Score -5.158877e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8248 members 
Mstep: Class 7 contains 21628 members 
Mstep: Class 8 contains 120858 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 49121 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 13671 members 
Mstep: Class 16 contains 41261 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 71693 members 
Mstep: Class 19 contains 168396 members 
Mstep: Class 20 contains 4530 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 1161 members 
Mstep: Class 23 contains 15490 members 
Mstep: Class 24 contains 5317 members 
Mstep: Class 25 contains 2054 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588732.000000 Penalty: 58203.625000
Iteration 100F: 28 clusters Score -5.158873e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8250 members 
Mstep: Class 7 contains 21631 members 
Mstep: Class 8 contains 120952 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 49113 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 13675 members 
Mstep: Class 16 contains 41260 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 71691 members 
Mstep: Class 19 contains 168356 members 
Mstep: Class 20 contains 4520 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 1160 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588752.000000 Penalty: 58203.625000
Iteration 101Q: 28 clusters Score -5.158875e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8254 members 
Mstep: Class 7 contains 21631 members 
Mstep: Class 8 contains 121028 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 49106 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 13674 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 71694 members 
Mstep: Class 19 contains 168321 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 7779 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 5943 members 
Mstep: Class 27 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588808.000000 Penalty: 58203.625000
Iteration 102Q: 28 clusters Score -5.158881e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 21632 members 
Mstep: Class 8 contains 121093 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1170 members 
Mstep: Class 12 contains 49109 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 13677 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 71700 members 
Mstep: Class 19 contains 168275 members 
Mstep: Class 20 contains 4492 members 
Mstep: Class 21 contains 7788 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 15612 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 5934 members 
Mstep: Class 27 contains 4498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588808.000000 Penalty: 58203.625000
Iteration 103Q: 28 clusters Score -5.158881e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8278 members 
Mstep: Class 7 contains 21633 members 
Mstep: Class 8 contains 121143 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 49119 members 
Mstep: Class 13 contains 4119 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 13684 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 71699 members 
Mstep: Class 19 contains 168223 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 7797 members 
Mstep: Class 22 contains 1159 members 
Mstep: Class 23 contains 15650 members 
Mstep: Class 24 contains 5326 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 4504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588872.000000 Penalty: 58203.625000
Iteration 104Q: 28 clusters Score -5.158887e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 21632 members 
Mstep: Class 8 contains 121206 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 49130 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 13684 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 71698 members 
Mstep: Class 19 contains 168174 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 21 contains 7805 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 15682 members 
Mstep: Class 24 contains 5326 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588904.000000 Penalty: 58203.625000
Iteration 105Q: 28 clusters Score -5.15889e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8285 members 
Mstep: Class 7 contains 21632 members 
Mstep: Class 8 contains 121271 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49134 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 13687 members 
Mstep: Class 16 contains 41256 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 71696 members 
Mstep: Class 19 contains 168136 members 
Mstep: Class 20 contains 4460 members 
Mstep: Class 21 contains 7813 members 
Mstep: Class 22 contains 1157 members 
Mstep: Class 23 contains 15725 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589092.000000 Penalty: 58203.625000
Iteration 106Q: 28 clusters Score -5.158909e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 21634 members 
Mstep: Class 8 contains 121336 members 
Mstep: Class 9 contains 5413 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49140 members 
Mstep: Class 13 contains 4107 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 13689 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 71696 members 
Mstep: Class 19 contains 168091 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 15769 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589068.000000 Penalty: 58203.625000
Iteration 107Q: 28 clusters Score -5.158907e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8293 members 
Mstep: Class 7 contains 21638 members 
Mstep: Class 8 contains 121376 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49147 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 13696 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 71693 members 
Mstep: Class 19 contains 168055 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 21 contains 7815 members 
Mstep: Class 22 contains 1157 members 
Mstep: Class 23 contains 15810 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589092.000000 Penalty: 58203.625000
Iteration 108Q: 28 clusters Score -5.158909e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5028 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 21638 members 
Mstep: Class 8 contains 121414 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49149 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 71691 members 
Mstep: Class 19 contains 168023 members 
Mstep: Class 20 contains 4435 members 
Mstep: Class 21 contains 7821 members 
Mstep: Class 22 contains 1157 members 
Mstep: Class 23 contains 15849 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589172.000000 Penalty: 58203.625000
Iteration 109Q: 28 clusters Score -5.158917e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 21640 members 
Mstep: Class 8 contains 121452 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49156 members 
Mstep: Class 13 contains 4073 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 13706 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 71689 members 
Mstep: Class 19 contains 167989 members 
Mstep: Class 20 contains 4428 members 
Mstep: Class 21 contains 7829 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 15888 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589132.000000 Penalty: 58203.625000
Iteration 110Q: 28 clusters Score -5.158913e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 21642 members 
Mstep: Class 8 contains 121499 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49160 members 
Mstep: Class 13 contains 4068 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 13708 members 
Mstep: Class 16 contains 41258 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 71682 members 
Mstep: Class 19 contains 167972 members 
Mstep: Class 20 contains 4418 members 
Mstep: Class 21 contains 7833 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 15913 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 5929 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589160.000000 Penalty: 58203.625000
Iteration 111Q: 28 clusters Score -5.158916e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 21645 members 
Mstep: Class 8 contains 121532 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49163 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 13711 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 71680 members 
Mstep: Class 19 contains 167948 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 1150 members 
Mstep: Class 23 contains 15943 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 5928 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589188.000000 Penalty: 58203.625000
Iteration 112Q: 28 clusters Score -5.158919e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8305 members 
Mstep: Class 7 contains 21647 members 
Mstep: Class 8 contains 121569 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 1454 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49164 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 71678 members 
Mstep: Class 19 contains 167913 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 7836 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 15982 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589176.000000 Penalty: 58203.625000
Iteration 113Q: 28 clusters Score -5.158918e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5028 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 21647 members 
Mstep: Class 8 contains 121604 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 1456 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49166 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 13721 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 71671 members 
Mstep: Class 19 contains 167886 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 21 contains 7837 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 16023 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589224.000000 Penalty: 58203.625000
Iteration 114Q: 28 clusters Score -5.158922e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 21649 members 
Mstep: Class 8 contains 121630 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49171 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 13728 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 71666 members 
Mstep: Class 19 contains 167859 members 
Mstep: Class 20 contains 4387 members 
Mstep: Class 21 contains 7840 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 16051 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 5923 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589128.000000 Penalty: 58203.625000
Iteration 115Q: 28 clusters Score -5.158913e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 21650 members 
Mstep: Class 8 contains 121662 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49170 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 13731 members 
Mstep: Class 16 contains 41254 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 71660 members 
Mstep: Class 19 contains 167838 members 
Mstep: Class 20 contains 4380 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 16076 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 5923 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589116.000000 Penalty: 58203.625000
Iteration 116Q: 28 clusters Score -5.158912e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 121700 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49172 members 
Mstep: Class 13 contains 4038 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 13735 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 71658 members 
Mstep: Class 19 contains 167818 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 7840 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 16096 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589100.000000 Penalty: 58203.625000
Iteration 117Q: 28 clusters Score -5.15891e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8314 members 
Mstep: Class 7 contains 21649 members 
Mstep: Class 8 contains 121740 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49173 members 
Mstep: Class 13 contains 4038 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 15 contains 13742 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 71654 members 
Mstep: Class 19 contains 167798 members 
Mstep: Class 20 contains 4367 members 
Mstep: Class 21 contains 7843 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 16112 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 5928 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589072.000000 Penalty: 58203.625000
Iteration 118Q: 28 clusters Score -5.158907e+07 nChanged 127
Entering ConstructFrom: 
Score: -51589072.000000 Penalty: 58203.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Entering Unmasked Estep 
Score: -361361.812500 Penalty: 1341.064819
	Iteration 0F: 2 clusters Score -361361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -358105.125000 Penalty: 2682.129639
	Iteration 0F: 3 clusters Score -358105.1 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -358934.968750 Penalty: 2682.129639
	Iteration 1F: 3 clusters Score -358935 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -359090.000000 Penalty: 2682.129639
	Iteration 2F: 3 clusters Score -359090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -359199.281250 Penalty: 2682.129639
	Iteration 3Q: 3 clusters Score -359199.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -359291.343750 Penalty: 2682.129639
	Iteration 4Q: 3 clusters Score -359291.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -359367.625000 Penalty: 2682.129639
	Iteration 5Q: 3 clusters Score -359367.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -359423.281250 Penalty: 2682.129639
	Iteration 6Q: 3 clusters Score -359423.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -359468.750000 Penalty: 2682.129639
	Iteration 7Q: 3 clusters Score -359468.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -359505.250000 Penalty: 2682.129639
	Iteration 8Q: 3 clusters Score -359505.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -359534.531250 Penalty: 2682.129639
	Iteration 9Q: 3 clusters Score -359534.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -359551.718750 Penalty: 2682.129639
	Iteration 10Q: 3 clusters Score -359551.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -359563.968750 Penalty: 2682.129639
	Iteration 11Q: 3 clusters Score -359564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -359575.312500 Penalty: 2682.129639
	Iteration 12Q: 3 clusters Score -359575.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -359586.281250 Penalty: 2682.129639
	Iteration 13Q: 3 clusters Score -359586.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -359593.250000 Penalty: 2682.129639
	Iteration 14Q: 3 clusters Score -359593.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -359599.562500 Penalty: 2682.129639
	Iteration 15Q: 3 clusters Score -359599.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -359606.312500 Penalty: 2682.129639
	Iteration 16Q: 3 clusters Score -359606.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -359613.562500 Penalty: 2682.129639
	Iteration 17Q: 3 clusters Score -359613.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -359622.468750 Penalty: 2682.129639
	Iteration 18Q: 3 clusters Score -359622.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -359632.625000 Penalty: 2682.129639
	Iteration 19Q: 3 clusters Score -359632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -359644.968750 Penalty: 2682.129639
	Iteration 20F: 3 clusters Score -359645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -359653.812500 Penalty: 2682.129639
	Iteration 21Q: 3 clusters Score -359653.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -359661.312500 Penalty: 2682.129639
	Iteration 22Q: 3 clusters Score -359661.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -359666.468750 Penalty: 2682.129639
	Iteration 23Q: 3 clusters Score -359666.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -359673.218750 Penalty: 2682.129639
	Iteration 24Q: 3 clusters Score -359673.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -359682.093750 Penalty: 2682.129639
	Iteration 25Q: 3 clusters Score -359682.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -359689.718750 Penalty: 2682.129639
	Iteration 26Q: 3 clusters Score -359689.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -359697.781250 Penalty: 2682.129639
	Iteration 27Q: 3 clusters Score -359697.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -359703.656250 Penalty: 2682.129639
	Iteration 28Q: 3 clusters Score -359703.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -359707.500000 Penalty: 2682.129639
	Iteration 29Q: 3 clusters Score -359707.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -359710.468750 Penalty: 2682.129639
	Iteration 30Q: 3 clusters Score -359710.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -359714.156250 Penalty: 2682.129639
	Iteration 31Q: 3 clusters Score -359714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -359716.093750 Penalty: 2682.129639
	Iteration 32Q: 3 clusters Score -359716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -359719.000000 Penalty: 2682.129639
	Iteration 33Q: 3 clusters Score -359719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -359720.343750 Penalty: 2682.129639
	Iteration 34Q: 3 clusters Score -359720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -359720.875000 Penalty: 2682.129639
	Iteration 35Q: 3 clusters Score -359720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -359721.750000 Penalty: 2682.129639
	Iteration 36Q: 3 clusters Score -359721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -359722.593750 Penalty: 2682.129639
	Iteration 37Q: 3 clusters Score -359722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -359723.937500 Penalty: 2682.129639
	Iteration 38Q: 3 clusters Score -359723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -359724.937500 Penalty: 2682.129639
	Iteration 39Q: 3 clusters Score -359724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -359724.750000 Penalty: 2682.129639
	Iteration 40F: 3 clusters Score -359724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -359725.750000 Penalty: 2682.129639
	Iteration 41Q: 3 clusters Score -359725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -359726.500000 Penalty: 2682.129639
	Iteration 42Q: 3 clusters Score -359726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -359726.875000 Penalty: 2682.129639
	Iteration 43Q: 3 clusters Score -359726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -359727.281250 Penalty: 2682.129639
	Iteration 44Q: 3 clusters Score -359727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -359727.281250 Penalty: 2682.129639
	Iteration 45F: 3 clusters Score -359727.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Entering Unmasked Estep 
Score: -436292.750000 Penalty: 1385.048218
	Iteration 0F: 2 clusters Score -436292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -432330.000000 Penalty: 2770.096436
	Iteration 0F: 3 clusters Score -432330 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -433424.031250 Penalty: 2770.096436
	Iteration 1F: 3 clusters Score -433424 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -433611.406250 Penalty: 2770.096436
	Iteration 2F: 3 clusters Score -433611.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -433764.968750 Penalty: 2770.096436
	Iteration 3F: 3 clusters Score -433765 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -433931.281250 Penalty: 2770.096436
	Iteration 4Q: 3 clusters Score -433931.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -434108.125000 Penalty: 2770.096436
	Iteration 5F: 3 clusters Score -434108.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -434331.031250 Penalty: 2770.096436
	Iteration 6F: 3 clusters Score -434331 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -434577.343750 Penalty: 2770.096436
	Iteration 7F: 3 clusters Score -434577.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -434812.406250 Penalty: 2770.096436
	Iteration 8F: 3 clusters Score -434812.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -434976.750000 Penalty: 2770.096436
	Iteration 9Q: 3 clusters Score -434976.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -435113.125000 Penalty: 2770.096436
	Iteration 10Q: 3 clusters Score -435113.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -435218.906250 Penalty: 2770.096436
	Iteration 11Q: 3 clusters Score -435218.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -435290.968750 Penalty: 2770.096436
	Iteration 12Q: 3 clusters Score -435291 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -435347.968750 Penalty: 2770.096436
	Iteration 13Q: 3 clusters Score -435348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -435394.062500 Penalty: 2770.096436
	Iteration 14Q: 3 clusters Score -435394.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -435432.156250 Penalty: 2770.096436
	Iteration 15Q: 3 clusters Score -435432.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -435473.312500 Penalty: 2770.096436
	Iteration 16Q: 3 clusters Score -435473.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -435503.437500 Penalty: 2770.096436
	Iteration 17Q: 3 clusters Score -435503.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -435529.281250 Penalty: 2770.096436
	Iteration 18Q: 3 clusters Score -435529.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -435555.750000 Penalty: 2770.096436
	Iteration 19Q: 3 clusters Score -435555.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -435577.156250 Penalty: 2770.096436
	Iteration 20F: 3 clusters Score -435577.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -435592.500000 Penalty: 2770.096436
	Iteration 21Q: 3 clusters Score -435592.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -435600.031250 Penalty: 2770.096436
	Iteration 22Q: 3 clusters Score -435600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -435605.250000 Penalty: 2770.096436
	Iteration 23Q: 3 clusters Score -435605.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -435612.562500 Penalty: 2770.096436
	Iteration 24Q: 3 clusters Score -435612.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -435616.937500 Penalty: 2770.096436
	Iteration 25Q: 3 clusters Score -435616.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -435620.843750 Penalty: 2770.096436
	Iteration 26Q: 3 clusters Score -435620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -435625.656250 Penalty: 2770.096436
	Iteration 27Q: 3 clusters Score -435625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -435629.906250 Penalty: 2770.096436
	Iteration 28Q: 3 clusters Score -435629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -435633.437500 Penalty: 2770.096436
	Iteration 29Q: 3 clusters Score -435633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -435635.718750 Penalty: 2770.096436
	Iteration 30Q: 3 clusters Score -435635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -435638.343750 Penalty: 2770.096436
	Iteration 31Q: 3 clusters Score -435638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -435638.906250 Penalty: 2770.096436
	Iteration 32Q: 3 clusters Score -435638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -435640.312500 Penalty: 2770.096436
	Iteration 33Q: 3 clusters Score -435640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -435640.312500 Penalty: 2770.096436
	Iteration 34F: 3 clusters Score -435640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -179909.718750 Penalty: 1244.921631
	Iteration 0F: 2 clusters Score -179909.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -177813.281250 Penalty: 2489.843262
	Iteration 0F: 3 clusters Score -177813.3 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -178383.546875 Penalty: 2489.843262
	Iteration 1F: 3 clusters Score -178383.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -178563.296875 Penalty: 2489.843262
	Iteration 2F: 3 clusters Score -178563.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -178703.359375 Penalty: 2489.843262
	Iteration 3F: 3 clusters Score -178703.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -178794.375000 Penalty: 2489.843262
	Iteration 4Q: 3 clusters Score -178794.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -178880.828125 Penalty: 2489.843262
	Iteration 5Q: 3 clusters Score -178880.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -178936.968750 Penalty: 2489.843262
	Iteration 6Q: 3 clusters Score -178937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -178986.953125 Penalty: 2489.843262
	Iteration 7Q: 3 clusters Score -178987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -179056.796875 Penalty: 2489.843262
	Iteration 8Q: 3 clusters Score -179056.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -179111.265625 Penalty: 2489.843262
	Iteration 9Q: 3 clusters Score -179111.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -179174.281250 Penalty: 2489.843262
	Iteration 10Q: 3 clusters Score -179174.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -179249.843750 Penalty: 2489.843262
	Iteration 11Q: 3 clusters Score -179249.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -179342.000000 Penalty: 2489.843262
	Iteration 12Q: 3 clusters Score -179342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -179484.140625 Penalty: 2489.843262
	Iteration 13Q: 3 clusters Score -179484.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -179650.515625 Penalty: 2489.843262
	Iteration 14Q: 3 clusters Score -179650.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -179748.500000 Penalty: 2489.843262
	Iteration 15Q: 3 clusters Score -179748.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -179814.390625 Penalty: 2489.843262
	Iteration 16Q: 3 clusters Score -179814.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -179850.859375 Penalty: 2489.843262
	Iteration 17Q: 3 clusters Score -179850.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -179864.062500 Penalty: 2489.843262
	Iteration 18Q: 3 clusters Score -179864.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -179869.734375 Penalty: 2489.843262
	Iteration 19Q: 3 clusters Score -179869.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -179874.546875 Penalty: 2489.843262
	Iteration 20F: 3 clusters Score -179874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -179877.578125 Penalty: 2489.843262
	Iteration 21Q: 3 clusters Score -179877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -179878.140625 Penalty: 2489.843262
	Iteration 22Q: 3 clusters Score -179878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -179879.765625 Penalty: 2489.843262
	Iteration 23Q: 3 clusters Score -179879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -179880.546875 Penalty: 2489.843262
	Iteration 24Q: 3 clusters Score -179880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -179880.953125 Penalty: 2489.843262
	Iteration 25Q: 3 clusters Score -179881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -179880.953125 Penalty: 2489.843262
	Iteration 26F: 3 clusters Score -179881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -100849.890625 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -100849.9 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 685 members 
Entering Unmasked Estep 
Score: -99249.140625 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -99249.14 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -99812.570312 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -99812.57 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100067.617188 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -100067.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100202.648438 Penalty: 2345.669189
	Iteration 3F: 3 clusters Score -100202.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100262.898438 Penalty: 2345.669189
	Iteration 4Q: 3 clusters Score -100262.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100315.562500 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -100315.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100380.359375 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -100380.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100416.640625 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -100416.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100446.015625 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -100446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100461.578125 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -100461.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100479.445312 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -100479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100488.765625 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -100488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100494.820312 Penalty: 2345.669189
	Iteration 12Q: 3 clusters Score -100494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100498.625000 Penalty: 2345.669189
	Iteration 13Q: 3 clusters Score -100498.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100500.546875 Penalty: 2345.669189
	Iteration 14Q: 3 clusters Score -100500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100500.546875 Penalty: 2345.669189
	Iteration 15F: 3 clusters Score -100500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -177721.812500 Penalty: 1248.852051
	Iteration 0F: 2 clusters Score -177721.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -175569.843750 Penalty: 2497.704102
	Iteration 0F: 3 clusters Score -175569.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -176160.234375 Penalty: 2497.704102
	Iteration 1F: 3 clusters Score -176160.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -176448.421875 Penalty: 2497.704102
	Iteration 2F: 3 clusters Score -176448.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -176735.218750 Penalty: 2497.704102
	Iteration 3F: 3 clusters Score -176735.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -176924.171875 Penalty: 2497.704102
	Iteration 4F: 3 clusters Score -176924.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -177044.796875 Penalty: 2497.704102
	Iteration 5F: 3 clusters Score -177044.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -177138.000000 Penalty: 2497.704102
	Iteration 6Q: 3 clusters Score -177138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -177189.484375 Penalty: 2497.704102
	Iteration 7Q: 3 clusters Score -177189.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -177220.687500 Penalty: 2497.704102
	Iteration 8Q: 3 clusters Score -177220.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -177240.281250 Penalty: 2497.704102
	Iteration 9Q: 3 clusters Score -177240.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -177259.140625 Penalty: 2497.704102
	Iteration 10Q: 3 clusters Score -177259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -177265.515625 Penalty: 2497.704102
	Iteration 11Q: 3 clusters Score -177265.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -177270.828125 Penalty: 2497.704102
	Iteration 12Q: 3 clusters Score -177270.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -177273.562500 Penalty: 2497.704102
	Iteration 13Q: 3 clusters Score -177273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -177274.593750 Penalty: 2497.704102
	Iteration 14Q: 3 clusters Score -177274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -177274.875000 Penalty: 2497.704102
	Iteration 15Q: 3 clusters Score -177274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -177275.984375 Penalty: 2497.704102
	Iteration 16Q: 3 clusters Score -177276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -177275.984375 Penalty: 2497.704102
	Iteration 17F: 3 clusters Score -177276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Entering Unmasked Estep 
Score: -678276.187500 Penalty: 1466.734253
	Iteration 0F: 2 clusters Score -678276.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -672195.625000 Penalty: 2933.468506
	Iteration 0F: 3 clusters Score -672195.6 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -674376.750000 Penalty: 2933.468506
	Iteration 1F: 3 clusters Score -674376.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -674799.625000 Penalty: 2933.468506
	Iteration 2F: 3 clusters Score -674799.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -675094.375000 Penalty: 2933.468506
	Iteration 3F: 3 clusters Score -675094.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -675319.375000 Penalty: 2933.468506
	Iteration 4F: 3 clusters Score -675319.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -675475.625000 Penalty: 2933.468506
	Iteration 5Q: 3 clusters Score -675475.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -675607.375000 Penalty: 2933.468506
	Iteration 6Q: 3 clusters Score -675607.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -675706.687500 Penalty: 2933.468506
	Iteration 7Q: 3 clusters Score -675706.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -675786.812500 Penalty: 2933.468506
	Iteration 8Q: 3 clusters Score -675786.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -675863.500000 Penalty: 2933.468506
	Iteration 9Q: 3 clusters Score -675863.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -675944.750000 Penalty: 2933.468506
	Iteration 10Q: 3 clusters Score -675944.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -676035.875000 Penalty: 2933.468506
	Iteration 11Q: 3 clusters Score -676035.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -676114.562500 Penalty: 2933.468506
	Iteration 12Q: 3 clusters Score -676114.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -676205.187500 Penalty: 2933.468506
	Iteration 13Q: 3 clusters Score -676205.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -676287.312500 Penalty: 2933.468506
	Iteration 14Q: 3 clusters Score -676287.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -676356.250000 Penalty: 2933.468506
	Iteration 15Q: 3 clusters Score -676356.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -676428.375000 Penalty: 2933.468506
	Iteration 16Q: 3 clusters Score -676428.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -676486.312500 Penalty: 2933.468506
	Iteration 17Q: 3 clusters Score -676486.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -676532.000000 Penalty: 2933.468506
	Iteration 18Q: 3 clusters Score -676532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -676571.687500 Penalty: 2933.468506
	Iteration 19Q: 3 clusters Score -676571.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -676607.687500 Penalty: 2933.468506
	Iteration 20F: 3 clusters Score -676607.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -676646.437500 Penalty: 2933.468506
	Iteration 21Q: 3 clusters Score -676646.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -676692.812500 Penalty: 2933.468506
	Iteration 22Q: 3 clusters Score -676692.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -676743.062500 Penalty: 2933.468506
	Iteration 23Q: 3 clusters Score -676743.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -676796.875000 Penalty: 2933.468506
	Iteration 24Q: 3 clusters Score -676796.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -676839.000000 Penalty: 2933.468506
	Iteration 25Q: 3 clusters Score -676839 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -676891.312500 Penalty: 2933.468506
	Iteration 26Q: 3 clusters Score -676891.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -676938.250000 Penalty: 2933.468506
	Iteration 27Q: 3 clusters Score -676938.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -676967.125000 Penalty: 2933.468506
	Iteration 28Q: 3 clusters Score -676967.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -676987.437500 Penalty: 2933.468506
	Iteration 29Q: 3 clusters Score -676987.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -677006.875000 Penalty: 2933.468506
	Iteration 30Q: 3 clusters Score -677006.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -677020.625000 Penalty: 2933.468506
	Iteration 31Q: 3 clusters Score -677020.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -677035.437500 Penalty: 2933.468506
	Iteration 32Q: 3 clusters Score -677035.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -677049.062500 Penalty: 2933.468506
	Iteration 33Q: 3 clusters Score -677049.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -677059.250000 Penalty: 2933.468506
	Iteration 34Q: 3 clusters Score -677059.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -677073.812500 Penalty: 2933.468506
	Iteration 35Q: 3 clusters Score -677073.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -677089.125000 Penalty: 2933.468506
	Iteration 36Q: 3 clusters Score -677089.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -677104.375000 Penalty: 2933.468506
	Iteration 37Q: 3 clusters Score -677104.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -677119.687500 Penalty: 2933.468506
	Iteration 38Q: 3 clusters Score -677119.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -677137.937500 Penalty: 2933.468506
	Iteration 39Q: 3 clusters Score -677137.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -677151.375000 Penalty: 2933.468506
	Iteration 40F: 3 clusters Score -677151.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -677161.562500 Penalty: 2933.468506
	Iteration 41Q: 3 clusters Score -677161.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -677169.625000 Penalty: 2933.468506
	Iteration 42Q: 3 clusters Score -677169.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -677173.125000 Penalty: 2933.468506
	Iteration 43Q: 3 clusters Score -677173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -677174.875000 Penalty: 2933.468506
	Iteration 44Q: 3 clusters Score -677174.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -677179.750000 Penalty: 2933.468506
	Iteration 45Q: 3 clusters Score -677179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -677180.187500 Penalty: 2933.468506
	Iteration 46Q: 3 clusters Score -677180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -677180.687500 Penalty: 2933.468506
	Iteration 47Q: 3 clusters Score -677180.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -677181.812500 Penalty: 2933.468506
	Iteration 48Q: 3 clusters Score -677181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -677185.875000 Penalty: 2933.468506
	Iteration 49Q: 3 clusters Score -677185.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -677185.687500 Penalty: 2933.468506
	Iteration 50Q: 3 clusters Score -677185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -677185.812500 Penalty: 2933.468506
	Iteration 51Q: 3 clusters Score -677185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -677187.250000 Penalty: 2933.468506
	Iteration 52Q: 3 clusters Score -677187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -677187.125000 Penalty: 2933.468506
	Iteration 53Q: 3 clusters Score -677187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -677187.250000 Penalty: 2933.468506
	Iteration 54Q: 3 clusters Score -677187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -677187.062500 Penalty: 2933.468506
	Iteration 55Q: 3 clusters Score -677187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -677189.875000 Penalty: 2933.468506
	Iteration 56Q: 3 clusters Score -677189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -677192.375000 Penalty: 2933.468506
	Iteration 57Q: 3 clusters Score -677192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -677194.750000 Penalty: 2933.468506
	Iteration 58Q: 3 clusters Score -677194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -677195.937500 Penalty: 2933.468506
	Iteration 59Q: 3 clusters Score -677195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -677197.625000 Penalty: 2933.468506
	Iteration 60F: 3 clusters Score -677197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -677197.875000 Penalty: 2933.468506
	Iteration 61Q: 3 clusters Score -677197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -677198.625000 Penalty: 2933.468506
	Iteration 62Q: 3 clusters Score -677198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -677199.562500 Penalty: 2933.468506
	Iteration 63Q: 3 clusters Score -677199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -677199.812500 Penalty: 2933.468506
	Iteration 64Q: 3 clusters Score -677199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -677199.875000 Penalty: 2933.468506
	Iteration 65Q: 3 clusters Score -677199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -677201.812500 Penalty: 2933.468506
	Iteration 66Q: 3 clusters Score -677201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -677203.687500 Penalty: 2933.468506
	Iteration 67Q: 3 clusters Score -677203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -677205.375000 Penalty: 2933.468506
	Iteration 68Q: 3 clusters Score -677205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -677206.500000 Penalty: 2933.468506
	Iteration 69Q: 3 clusters Score -677206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -677207.625000 Penalty: 2933.468506
	Iteration 70Q: 3 clusters Score -677207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -677207.687500 Penalty: 2933.468506
	Iteration 71Q: 3 clusters Score -677207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -677208.625000 Penalty: 2933.468506
	Iteration 72Q: 3 clusters Score -677208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -677209.312500 Penalty: 2933.468506
	Iteration 73Q: 3 clusters Score -677209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -677211.250000 Penalty: 2933.468506
	Iteration 74Q: 3 clusters Score -677211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -677211.062500 Penalty: 2933.468506
	Iteration 75Q: 3 clusters Score -677211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -677212.125000 Penalty: 2933.468506
	Iteration 76Q: 3 clusters Score -677212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -677212.500000 Penalty: 2933.468506
	Iteration 77Q: 3 clusters Score -677212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -677211.750000 Penalty: 2933.468506
	Iteration 78Q: 3 clusters Score -677211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -677213.750000 Penalty: 2933.468506
	Iteration 79Q: 3 clusters Score -677213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -677213.625000 Penalty: 2933.468506
	Iteration 80F: 3 clusters Score -677213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -677214.437500 Penalty: 2933.468506
	Iteration 81Q: 3 clusters Score -677214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -677215.125000 Penalty: 2933.468506
	Iteration 82Q: 3 clusters Score -677215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -677217.437500 Penalty: 2933.468506
	Iteration 83Q: 3 clusters Score -677217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -677218.437500 Penalty: 2933.468506
	Iteration 84Q: 3 clusters Score -677218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -677220.625000 Penalty: 2933.468506
	Iteration 85Q: 3 clusters Score -677220.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -677220.937500 Penalty: 2933.468506
	Iteration 86Q: 3 clusters Score -677220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -677223.250000 Penalty: 2933.468506
	Iteration 87Q: 3 clusters Score -677223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -677228.437500 Penalty: 2933.468506
	Iteration 88Q: 3 clusters Score -677228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -677233.562500 Penalty: 2933.468506
	Iteration 89Q: 3 clusters Score -677233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -677239.750000 Penalty: 2933.468506
	Iteration 90Q: 3 clusters Score -677239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -677245.750000 Penalty: 2933.468506
	Iteration 91Q: 3 clusters Score -677245.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -677252.000000 Penalty: 2933.468506
	Iteration 92Q: 3 clusters Score -677252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -677258.437500 Penalty: 2933.468506
	Iteration 93Q: 3 clusters Score -677258.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -677261.125000 Penalty: 2933.468506
	Iteration 94Q: 3 clusters Score -677261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -677267.687500 Penalty: 2933.468506
	Iteration 95Q: 3 clusters Score -677267.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -677272.875000 Penalty: 2933.468506
	Iteration 96Q: 3 clusters Score -677272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -677275.312500 Penalty: 2933.468506
	Iteration 97Q: 3 clusters Score -677275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -677280.187500 Penalty: 2933.468506
	Iteration 98Q: 3 clusters Score -677280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -677284.687500 Penalty: 2933.468506
	Iteration 99Q: 3 clusters Score -677284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -677284.625000 Penalty: 2933.468506
	Iteration 100F: 3 clusters Score -677284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -677285.250000 Penalty: 2933.468506
	Iteration 101Q: 3 clusters Score -677285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -677286.375000 Penalty: 2933.468506
	Iteration 102Q: 3 clusters Score -677286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -677286.437500 Penalty: 2933.468506
	Iteration 103Q: 3 clusters Score -677286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -677287.500000 Penalty: 2933.468506
	Iteration 104Q: 3 clusters Score -677287.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -677287.937500 Penalty: 2933.468506
	Iteration 105Q: 3 clusters Score -677287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -677288.000000 Penalty: 2933.468506
	Iteration 106Q: 3 clusters Score -677288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -677288.500000 Penalty: 2933.468506
	Iteration 107Q: 3 clusters Score -677288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -677289.375000 Penalty: 2933.468506
	Iteration 108Q: 3 clusters Score -677289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -677289.750000 Penalty: 2933.468506
	Iteration 109Q: 3 clusters Score -677289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -677293.000000 Penalty: 2933.468506
	Iteration 110Q: 3 clusters Score -677293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -677297.125000 Penalty: 2933.468506
	Iteration 111Q: 3 clusters Score -677297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -677301.187500 Penalty: 2933.468506
	Iteration 112Q: 3 clusters Score -677301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -677303.312500 Penalty: 2933.468506
	Iteration 113Q: 3 clusters Score -677303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -677305.125000 Penalty: 2933.468506
	Iteration 114Q: 3 clusters Score -677305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -677308.750000 Penalty: 2933.468506
	Iteration 115Q: 3 clusters Score -677308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -677309.750000 Penalty: 2933.468506
	Iteration 116Q: 3 clusters Score -677309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -677311.437500 Penalty: 2933.468506
	Iteration 117Q: 3 clusters Score -677311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -677312.750000 Penalty: 2933.468506
	Iteration 118Q: 3 clusters Score -677312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -677313.562500 Penalty: 2933.468506
	Iteration 119Q: 3 clusters Score -677313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -677313.562500 Penalty: 2933.468506
	Iteration 120F: 3 clusters Score -677313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Entering Unmasked Estep 
Score: -2065163.750000 Penalty: 1622.206177
	Iteration 0F: 2 clusters Score -2065164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2050486.250000 Penalty: 3244.412354
	Iteration 0F: 3 clusters Score -2050486 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2055621.250000 Penalty: 3244.412354
	Iteration 1F: 3 clusters Score -2055621 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2055892.250000 Penalty: 3244.412354
	Iteration 2Q: 3 clusters Score -2055892 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2056113.500000 Penalty: 3244.412354
	Iteration 3Q: 3 clusters Score -2056114 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2056324.375000 Penalty: 3244.412354
	Iteration 4Q: 3 clusters Score -2056324 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2056514.750000 Penalty: 3244.412354
	Iteration 5Q: 3 clusters Score -2056515 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2056681.375000 Penalty: 3244.412354
	Iteration 6Q: 3 clusters Score -2056681 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2056882.625000 Penalty: 3244.412354
	Iteration 7Q: 3 clusters Score -2056883 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2057094.125000 Penalty: 3244.412354
	Iteration 8Q: 3 clusters Score -2057094 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2057320.125000 Penalty: 3244.412354
	Iteration 9Q: 3 clusters Score -2057320 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2057571.625000 Penalty: 3244.412354
	Iteration 10Q: 3 clusters Score -2057572 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2057839.125000 Penalty: 3244.412354
	Iteration 11Q: 3 clusters Score -2057839 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2058161.375000 Penalty: 3244.412354
	Iteration 12Q: 3 clusters Score -2058161 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2058521.750000 Penalty: 3244.412354
	Iteration 13Q: 3 clusters Score -2058522 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2058946.875000 Penalty: 3244.412354
	Iteration 14Q: 3 clusters Score -2058947 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2059375.375000 Penalty: 3244.412354
	Iteration 15Q: 3 clusters Score -2059375 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2059815.500000 Penalty: 3244.412354
	Iteration 16Q: 3 clusters Score -2059816 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2060280.125000 Penalty: 3244.412354
	Iteration 17Q: 3 clusters Score -2060280 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2060728.250000 Penalty: 3244.412354
	Iteration 18Q: 3 clusters Score -2060728 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2061163.750000 Penalty: 3244.412354
	Iteration 19Q: 3 clusters Score -2061164 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2061487.875000 Penalty: 3244.412354
	Iteration 20F: 3 clusters Score -2061488 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2061801.375000 Penalty: 3244.412354
	Iteration 21Q: 3 clusters Score -2061801 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2062130.125000 Penalty: 3244.412354
	Iteration 22Q: 3 clusters Score -2062130 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2062372.625000 Penalty: 3244.412354
	Iteration 23Q: 3 clusters Score -2062373 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2062567.500000 Penalty: 3244.412354
	Iteration 24Q: 3 clusters Score -2062568 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2062753.000000 Penalty: 3244.412354
	Iteration 25Q: 3 clusters Score -2062753 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2062920.000000 Penalty: 3244.412354
	Iteration 26Q: 3 clusters Score -2062920 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2063060.250000 Penalty: 3244.412354
	Iteration 27Q: 3 clusters Score -2063060 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2063166.125000 Penalty: 3244.412354
	Iteration 28Q: 3 clusters Score -2063166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2063272.000000 Penalty: 3244.412354
	Iteration 29Q: 3 clusters Score -2063272 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2063369.250000 Penalty: 3244.412354
	Iteration 30Q: 3 clusters Score -2063369 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2063458.000000 Penalty: 3244.412354
	Iteration 31Q: 3 clusters Score -2063458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2063526.750000 Penalty: 3244.412354
	Iteration 32Q: 3 clusters Score -2063527 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2063572.375000 Penalty: 3244.412354
	Iteration 33Q: 3 clusters Score -2063572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2063607.875000 Penalty: 3244.412354
	Iteration 34Q: 3 clusters Score -2063608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2063627.375000 Penalty: 3244.412354
	Iteration 35Q: 3 clusters Score -2063627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2063648.000000 Penalty: 3244.412354
	Iteration 36Q: 3 clusters Score -2063648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2063666.000000 Penalty: 3244.412354
	Iteration 37Q: 3 clusters Score -2063666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2063683.500000 Penalty: 3244.412354
	Iteration 38Q: 3 clusters Score -2063684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2063698.375000 Penalty: 3244.412354
	Iteration 39Q: 3 clusters Score -2063698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2063710.000000 Penalty: 3244.412354
	Iteration 40F: 3 clusters Score -2063710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2063722.500000 Penalty: 3244.412354
	Iteration 41Q: 3 clusters Score -2063722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2063739.500000 Penalty: 3244.412354
	Iteration 42Q: 3 clusters Score -2063740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2063746.250000 Penalty: 3244.412354
	Iteration 43Q: 3 clusters Score -2063746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2063745.875000 Penalty: 3244.412354
	Iteration 44Q: 3 clusters Score -2063746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2063750.625000 Penalty: 3244.412354
	Iteration 45Q: 3 clusters Score -2063751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2063752.125000 Penalty: 3244.412354
	Iteration 46Q: 3 clusters Score -2063752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2063753.000000 Penalty: 3244.412354
	Iteration 47Q: 3 clusters Score -2063753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2063752.750000 Penalty: 3244.412354
	Iteration 48Q: 3 clusters Score -2063753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2063755.000000 Penalty: 3244.412354
	Iteration 49Q: 3 clusters Score -2063755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2063756.750000 Penalty: 3244.412354
	Iteration 50Q: 3 clusters Score -2063757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2063755.000000 Penalty: 3244.412354
	Iteration 51Q: 3 clusters Score -2063755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2063758.375000 Penalty: 3244.412354
	Iteration 52Q: 3 clusters Score -2063758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2063758.125000 Penalty: 3244.412354
	Iteration 53Q: 3 clusters Score -2063758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2063758.125000 Penalty: 3244.412354
	Iteration 54F: 3 clusters Score -2063758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (121772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121772 members 
Entering Unmasked Estep 
Score: -11503307.000000 Penalty: 1902.859619
	Iteration 0F: 2 clusters Score -1.150331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -11421775.000000 Penalty: 3805.719238
	Iteration 0F: 3 clusters Score -1.142178e+07 nChanged 58491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -11456437.000000 Penalty: 3805.719238
	Iteration 1F: 3 clusters Score -1.145644e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -11457654.000000 Penalty: 3805.719238
	Iteration 2Q: 3 clusters Score -1.145765e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -11459286.000000 Penalty: 3805.719238
	Iteration 3Q: 3 clusters Score -1.145929e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -11461640.000000 Penalty: 3805.719238
	Iteration 4Q: 3 clusters Score -1.146164e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -11465076.000000 Penalty: 3805.719238
	Iteration 5F: 3 clusters Score -1.146508e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -11470169.000000 Penalty: 3805.719238
	Iteration 6F: 3 clusters Score -1.147017e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -11476673.000000 Penalty: 3805.719238
	Iteration 7F: 3 clusters Score -1.147667e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -11483129.000000 Penalty: 3805.719238
	Iteration 8F: 3 clusters Score -1.148313e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -11487860.000000 Penalty: 3805.719238
	Iteration 9F: 3 clusters Score -1.148786e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -11490369.000000 Penalty: 3805.719238
	Iteration 10Q: 3 clusters Score -1.149037e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -11492117.000000 Penalty: 3805.719238
	Iteration 11Q: 3 clusters Score -1.149212e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -11493579.000000 Penalty: 3805.719238
	Iteration 12Q: 3 clusters Score -1.149358e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -11494866.000000 Penalty: 3805.719238
	Iteration 13Q: 3 clusters Score -1.149487e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100468 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -11495925.000000 Penalty: 3805.719238
	Iteration 14Q: 3 clusters Score -1.149592e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -11496740.000000 Penalty: 3805.719238
	Iteration 15Q: 3 clusters Score -1.149674e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -11497371.000000 Penalty: 3805.719238
	Iteration 16Q: 3 clusters Score -1.149737e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104957 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -11497808.000000 Penalty: 3805.719238
	Iteration 17Q: 3 clusters Score -1.149781e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -11498118.000000 Penalty: 3805.719238
	Iteration 18Q: 3 clusters Score -1.149812e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -11498408.000000 Penalty: 3805.719238
	Iteration 19Q: 3 clusters Score -1.149841e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108066 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -11498663.000000 Penalty: 3805.719238
	Iteration 20F: 3 clusters Score -1.149866e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -11498925.000000 Penalty: 3805.719238
	Iteration 21Q: 3 clusters Score -1.149892e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -11499148.000000 Penalty: 3805.719238
	Iteration 22Q: 3 clusters Score -1.149915e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110499 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -11499307.000000 Penalty: 3805.719238
	Iteration 23Q: 3 clusters Score -1.149931e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -11499460.000000 Penalty: 3805.719238
	Iteration 24Q: 3 clusters Score -1.149946e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -11499596.000000 Penalty: 3805.719238
	Iteration 25Q: 3 clusters Score -1.14996e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112433 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -11499770.000000 Penalty: 3805.719238
	Iteration 26Q: 3 clusters Score -1.149977e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -11499917.000000 Penalty: 3805.719238
	Iteration 27Q: 3 clusters Score -1.149992e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113539 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -11500051.000000 Penalty: 3805.719238
	Iteration 28Q: 3 clusters Score -1.150005e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114051 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -11500141.000000 Penalty: 3805.719238
	Iteration 29Q: 3 clusters Score -1.150014e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114533 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -11500261.000000 Penalty: 3805.719238
	Iteration 30Q: 3 clusters Score -1.150026e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114990 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -11500360.000000 Penalty: 3805.719238
	Iteration 31Q: 3 clusters Score -1.150036e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115446 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -11500501.000000 Penalty: 3805.719238
	Iteration 32Q: 3 clusters Score -1.15005e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -11500584.000000 Penalty: 3805.719238
	Iteration 33Q: 3 clusters Score -1.150058e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116251 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -11500644.000000 Penalty: 3805.719238
	Iteration 34Q: 3 clusters Score -1.150064e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -11500735.000000 Penalty: 3805.719238
	Iteration 35Q: 3 clusters Score -1.150074e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -11500845.000000 Penalty: 3805.719238
	Iteration 36Q: 3 clusters Score -1.150084e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -11500900.000000 Penalty: 3805.719238
	Iteration 37Q: 3 clusters Score -1.15009e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117580 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -11500954.000000 Penalty: 3805.719238
	Iteration 38Q: 3 clusters Score -1.150095e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -11501004.000000 Penalty: 3805.719238
	Iteration 39Q: 3 clusters Score -1.1501e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -11501058.000000 Penalty: 3805.719238
	Iteration 40F: 3 clusters Score -1.150106e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118353 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -11501093.000000 Penalty: 3805.719238
	Iteration 41Q: 3 clusters Score -1.150109e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118579 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -11501157.000000 Penalty: 3805.719238
	Iteration 42Q: 3 clusters Score -1.150116e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -11501215.000000 Penalty: 3805.719238
	Iteration 43Q: 3 clusters Score -1.150122e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -11501278.000000 Penalty: 3805.719238
	Iteration 44Q: 3 clusters Score -1.150128e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119136 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -11501321.000000 Penalty: 3805.719238
	Iteration 45Q: 3 clusters Score -1.150132e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -11501359.000000 Penalty: 3805.719238
	Iteration 46Q: 3 clusters Score -1.150136e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119469 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -11501412.000000 Penalty: 3805.719238
	Iteration 47Q: 3 clusters Score -1.150141e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11501431.000000 Penalty: 3805.719238
	Iteration 48Q: 3 clusters Score -1.150143e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -11501486.000000 Penalty: 3805.719238
	Iteration 49Q: 3 clusters Score -1.150149e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119847 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11501532.000000 Penalty: 3805.719238
	Iteration 50Q: 3 clusters Score -1.150153e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119927 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11501554.000000 Penalty: 3805.719238
	Iteration 51Q: 3 clusters Score -1.150155e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11501571.000000 Penalty: 3805.719238
	Iteration 52Q: 3 clusters Score -1.150157e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120043 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -11501565.000000 Penalty: 3805.719238
	Iteration 53Q: 3 clusters Score -1.150156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11501575.000000 Penalty: 3805.719238
	Iteration 54Q: 3 clusters Score -1.150158e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120130 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11501597.000000 Penalty: 3805.719238
	Iteration 55Q: 3 clusters Score -1.15016e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120186 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11501622.000000 Penalty: 3805.719238
	Iteration 56Q: 3 clusters Score -1.150162e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11501618.000000 Penalty: 3805.719238
	Iteration 57Q: 3 clusters Score -1.150162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120274 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11501636.000000 Penalty: 3805.719238
	Iteration 58Q: 3 clusters Score -1.150164e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11501663.000000 Penalty: 3805.719238
	Iteration 59Q: 3 clusters Score -1.150166e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120364 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11501676.000000 Penalty: 3805.719238
	Iteration 60F: 3 clusters Score -1.150168e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120409 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11501690.000000 Penalty: 3805.719238
	Iteration 61Q: 3 clusters Score -1.150169e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120456 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11501701.000000 Penalty: 3805.719238
	Iteration 62Q: 3 clusters Score -1.15017e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120501 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11501722.000000 Penalty: 3805.719238
	Iteration 63Q: 3 clusters Score -1.150172e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120538 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11501726.000000 Penalty: 3805.719238
	Iteration 64Q: 3 clusters Score -1.150173e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11501738.000000 Penalty: 3805.719238
	Iteration 65Q: 3 clusters Score -1.150174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120610 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11501754.000000 Penalty: 3805.719238
	Iteration 66Q: 3 clusters Score -1.150175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120635 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11501769.000000 Penalty: 3805.719238
	Iteration 67Q: 3 clusters Score -1.150177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11501779.000000 Penalty: 3805.719238
	Iteration 68Q: 3 clusters Score -1.150178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11501786.000000 Penalty: 3805.719238
	Iteration 69Q: 3 clusters Score -1.150179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11501783.000000 Penalty: 3805.719238
	Iteration 70Q: 3 clusters Score -1.150178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11501791.000000 Penalty: 3805.719238
	Iteration 71Q: 3 clusters Score -1.150179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11501788.000000 Penalty: 3805.719238
	Iteration 72Q: 3 clusters Score -1.150179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11501797.000000 Penalty: 3805.719238
	Iteration 73Q: 3 clusters Score -1.15018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11501800.000000 Penalty: 3805.719238
	Iteration 74Q: 3 clusters Score -1.15018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -11501809.000000 Penalty: 3805.719238
	Iteration 75Q: 3 clusters Score -1.150181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120754 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11501809.000000 Penalty: 3805.719238
	Iteration 76Q: 3 clusters Score -1.150181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11501810.000000 Penalty: 3805.719238
	Iteration 77Q: 3 clusters Score -1.150181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11501816.000000 Penalty: 3805.719238
	Iteration 78Q: 3 clusters Score -1.150182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11501824.000000 Penalty: 3805.719238
	Iteration 79Q: 3 clusters Score -1.150182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11501824.000000 Penalty: 3805.719238
	Iteration 80F: 3 clusters Score -1.150182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120794 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11501832.000000 Penalty: 3805.719238
	Iteration 81Q: 3 clusters Score -1.150183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11501828.000000 Penalty: 3805.719238
	Iteration 82Q: 3 clusters Score -1.150183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11501841.000000 Penalty: 3805.719238
	Iteration 83Q: 3 clusters Score -1.150184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11501837.000000 Penalty: 3805.719238
	Iteration 84Q: 3 clusters Score -1.150184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120822 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11501846.000000 Penalty: 3805.719238
	Iteration 85Q: 3 clusters Score -1.150185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120825 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11501853.000000 Penalty: 3805.719238
	Iteration 86Q: 3 clusters Score -1.150185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120831 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11501856.000000 Penalty: 3805.719238
	Iteration 87Q: 3 clusters Score -1.150186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11501852.000000 Penalty: 3805.719238
	Iteration 88Q: 3 clusters Score -1.150185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11501844.000000 Penalty: 3805.719238
	Iteration 89Q: 3 clusters Score -1.150184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120844 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11501848.000000 Penalty: 3805.719238
	Iteration 90Q: 3 clusters Score -1.150185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11501839.000000 Penalty: 3805.719238
	Iteration 91Q: 3 clusters Score -1.150184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120852 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11501843.000000 Penalty: 3805.719238
	Iteration 92Q: 3 clusters Score -1.150184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11501838.000000 Penalty: 3805.719238
	Iteration 93Q: 3 clusters Score -1.150184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11501838.000000 Penalty: 3805.719238
	Iteration 94F: 3 clusters Score -1.150184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Entering Unmasked Estep 
Score: -472912.156250 Penalty: 1396.640259
	Iteration 0F: 2 clusters Score -472912.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -468699.156250 Penalty: 2793.280518
	Iteration 0F: 3 clusters Score -468699.2 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -469929.687500 Penalty: 2793.280518
	Iteration 1F: 3 clusters Score -469929.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -470098.562500 Penalty: 2793.280518
	Iteration 2F: 3 clusters Score -470098.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -470212.187500 Penalty: 2793.280518
	Iteration 3Q: 3 clusters Score -470212.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -470304.625000 Penalty: 2793.280518
	Iteration 4Q: 3 clusters Score -470304.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -470376.625000 Penalty: 2793.280518
	Iteration 5Q: 3 clusters Score -470376.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -470431.218750 Penalty: 2793.280518
	Iteration 6Q: 3 clusters Score -470431.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -470481.687500 Penalty: 2793.280518
	Iteration 7Q: 3 clusters Score -470481.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -470544.750000 Penalty: 2793.280518
	Iteration 8Q: 3 clusters Score -470544.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -470618.343750 Penalty: 2793.280518
	Iteration 9Q: 3 clusters Score -470618.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -470700.343750 Penalty: 2793.280518
	Iteration 10Q: 3 clusters Score -470700.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -470819.281250 Penalty: 2793.280518
	Iteration 11Q: 3 clusters Score -470819.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -470953.937500 Penalty: 2793.280518
	Iteration 12Q: 3 clusters Score -470953.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -471100.937500 Penalty: 2793.280518
	Iteration 13Q: 3 clusters Score -471100.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -471242.937500 Penalty: 2793.280518
	Iteration 14Q: 3 clusters Score -471242.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -471343.531250 Penalty: 2793.280518
	Iteration 15Q: 3 clusters Score -471343.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -471407.437500 Penalty: 2793.280518
	Iteration 16Q: 3 clusters Score -471407.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -471464.875000 Penalty: 2793.280518
	Iteration 17Q: 3 clusters Score -471464.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -471504.843750 Penalty: 2793.280518
	Iteration 18Q: 3 clusters Score -471504.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -471533.875000 Penalty: 2793.280518
	Iteration 19Q: 3 clusters Score -471533.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -471567.687500 Penalty: 2793.280518
	Iteration 20F: 3 clusters Score -471567.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -471613.343750 Penalty: 2793.280518
	Iteration 21Q: 3 clusters Score -471613.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -471670.718750 Penalty: 2793.280518
	Iteration 22Q: 3 clusters Score -471670.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -471736.750000 Penalty: 2793.280518
	Iteration 23Q: 3 clusters Score -471736.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -471797.875000 Penalty: 2793.280518
	Iteration 24Q: 3 clusters Score -471797.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -471855.968750 Penalty: 2793.280518
	Iteration 25Q: 3 clusters Score -471856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -471925.812500 Penalty: 2793.280518
	Iteration 26Q: 3 clusters Score -471925.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -471987.656250 Penalty: 2793.280518
	Iteration 27Q: 3 clusters Score -471987.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -472050.250000 Penalty: 2793.280518
	Iteration 28Q: 3 clusters Score -472050.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -472090.468750 Penalty: 2793.280518
	Iteration 29Q: 3 clusters Score -472090.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -472118.593750 Penalty: 2793.280518
	Iteration 30Q: 3 clusters Score -472118.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -472135.125000 Penalty: 2793.280518
	Iteration 31Q: 3 clusters Score -472135.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -472146.250000 Penalty: 2793.280518
	Iteration 32Q: 3 clusters Score -472146.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -472162.750000 Penalty: 2793.280518
	Iteration 33Q: 3 clusters Score -472162.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -472171.156250 Penalty: 2793.280518
	Iteration 34Q: 3 clusters Score -472171.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -472177.843750 Penalty: 2793.280518
	Iteration 35Q: 3 clusters Score -472177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -472186.718750 Penalty: 2793.280518
	Iteration 36Q: 3 clusters Score -472186.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -472193.156250 Penalty: 2793.280518
	Iteration 37Q: 3 clusters Score -472193.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -472202.187500 Penalty: 2793.280518
	Iteration 38Q: 3 clusters Score -472202.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -472211.187500 Penalty: 2793.280518
	Iteration 39Q: 3 clusters Score -472211.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -472219.937500 Penalty: 2793.280518
	Iteration 40F: 3 clusters Score -472219.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -472227.187500 Penalty: 2793.280518
	Iteration 41Q: 3 clusters Score -472227.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -472232.718750 Penalty: 2793.280518
	Iteration 42Q: 3 clusters Score -472232.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -472236.343750 Penalty: 2793.280518
	Iteration 43Q: 3 clusters Score -472236.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -472239.406250 Penalty: 2793.280518
	Iteration 44Q: 3 clusters Score -472239.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -472243.187500 Penalty: 2793.280518
	Iteration 45Q: 3 clusters Score -472243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -472245.250000 Penalty: 2793.280518
	Iteration 46Q: 3 clusters Score -472245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -472247.531250 Penalty: 2793.280518
	Iteration 47Q: 3 clusters Score -472247.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -472251.062500 Penalty: 2793.280518
	Iteration 48Q: 3 clusters Score -472251.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -472252.906250 Penalty: 2793.280518
	Iteration 49Q: 3 clusters Score -472252.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -472257.937500 Penalty: 2793.280518
	Iteration 50Q: 3 clusters Score -472257.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -472258.906250 Penalty: 2793.280518
	Iteration 51Q: 3 clusters Score -472258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -472263.062500 Penalty: 2793.280518
	Iteration 52Q: 3 clusters Score -472263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -472264.437500 Penalty: 2793.280518
	Iteration 53Q: 3 clusters Score -472264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -472265.343750 Penalty: 2793.280518
	Iteration 54Q: 3 clusters Score -472265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -472265.968750 Penalty: 2793.280518
	Iteration 55Q: 3 clusters Score -472266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -472268.062500 Penalty: 2793.280518
	Iteration 56Q: 3 clusters Score -472268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -472267.906250 Penalty: 2793.280518
	Iteration 57Q: 3 clusters Score -472267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -472268.093750 Penalty: 2793.280518
	Iteration 58Q: 3 clusters Score -472268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -472268.093750 Penalty: 2793.280518
	Iteration 59F: 3 clusters Score -472268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -132417.171875 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -132417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130692.960938 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -130693 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -130998.265625 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -130998.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131082.640625 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -131082.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -131125.515625 Penalty: 2367.343750
	Iteration 3Q: 3 clusters Score -131125.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -131149.515625 Penalty: 2367.343750
	Iteration 4Q: 3 clusters Score -131149.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131176.203125 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -131176.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -131190.812500 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -131190.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131201.000000 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -131201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131208.750000 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -131208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131215.671875 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -131215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -131219.687500 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -131219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -131222.453125 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -131222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -131224.078125 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -131224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131226.796875 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -131226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -131229.265625 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -131229.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -131231.015625 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -131231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -131231.015625 Penalty: 2367.343750
	Iteration 16F: 3 clusters Score -131231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -97783.546875 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -97783.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96279.562500 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -96279.56 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -96599.046875 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -96599.05 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96707.507812 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -96707.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -96750.921875 Penalty: 2295.212158
	Iteration 3Q: 3 clusters Score -96750.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96786.656250 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -96786.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96806.937500 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -96806.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96824.664062 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -96824.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96833.820312 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -96833.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -96840.546875 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -96840.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -96845.242188 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -96845.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -96849.195312 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -96849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -96849.937500 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -96849.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96851.851562 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -96851.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96851.851562 Penalty: 2295.212158
	Iteration 13F: 3 clusters Score -96851.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Entering Unmasked Estep 
Score: -4569617.500000 Penalty: 1755.497192
	Iteration 0F: 2 clusters Score -4569618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4536714.000000 Penalty: 3510.994385
	Iteration 0F: 3 clusters Score -4536714 nChanged 22958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4550211.000000 Penalty: 3510.994385
	Iteration 1F: 3 clusters Score -4550211 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4550972.500000 Penalty: 3510.994385
	Iteration 2Q: 3 clusters Score -4550972 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4551845.000000 Penalty: 3510.994385
	Iteration 3Q: 3 clusters Score -4551845 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4552829.000000 Penalty: 3510.994385
	Iteration 4Q: 3 clusters Score -4552829 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -4553945.500000 Penalty: 3510.994385
	Iteration 5Q: 3 clusters Score -4553946 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -4555245.500000 Penalty: 3510.994385
	Iteration 6Q: 3 clusters Score -4555246 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4556960.000000 Penalty: 3510.994385
	Iteration 7F: 3 clusters Score -4556960 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4558627.000000 Penalty: 3510.994385
	Iteration 8F: 3 clusters Score -4558627 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4560002.500000 Penalty: 3510.994385
	Iteration 9Q: 3 clusters Score -4560002 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4560658.000000 Penalty: 3510.994385
	Iteration 10Q: 3 clusters Score -4560658 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4561016.500000 Penalty: 3510.994385
	Iteration 11Q: 3 clusters Score -4561016 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4561209.000000 Penalty: 3510.994385
	Iteration 12Q: 3 clusters Score -4561209 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4561356.500000 Penalty: 3510.994385
	Iteration 13Q: 3 clusters Score -4561356 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4561497.500000 Penalty: 3510.994385
	Iteration 14Q: 3 clusters Score -4561498 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4561662.000000 Penalty: 3510.994385
	Iteration 15Q: 3 clusters Score -4561662 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4561803.000000 Penalty: 3510.994385
	Iteration 16Q: 3 clusters Score -4561803 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4561991.000000 Penalty: 3510.994385
	Iteration 17Q: 3 clusters Score -4561991 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -4562144.500000 Penalty: 3510.994385
	Iteration 18Q: 3 clusters Score -4562144 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4562337.000000 Penalty: 3510.994385
	Iteration 19Q: 3 clusters Score -4562337 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -4562550.000000 Penalty: 3510.994385
	Iteration 20F: 3 clusters Score -4562550 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -4562741.500000 Penalty: 3510.994385
	Iteration 21Q: 3 clusters Score -4562742 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4563002.500000 Penalty: 3510.994385
	Iteration 22Q: 3 clusters Score -4563002 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -4563334.500000 Penalty: 3510.994385
	Iteration 23Q: 3 clusters Score -4563334 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4563698.000000 Penalty: 3510.994385
	Iteration 24Q: 3 clusters Score -4563698 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -4564095.000000 Penalty: 3510.994385
	Iteration 25Q: 3 clusters Score -4564095 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -4564495.500000 Penalty: 3510.994385
	Iteration 26Q: 3 clusters Score -4564496 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -4564930.500000 Penalty: 3510.994385
	Iteration 27Q: 3 clusters Score -4564930 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -4565363.000000 Penalty: 3510.994385
	Iteration 28Q: 3 clusters Score -4565363 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -4565810.000000 Penalty: 3510.994385
	Iteration 29Q: 3 clusters Score -4565810 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -4566206.500000 Penalty: 3510.994385
	Iteration 30Q: 3 clusters Score -4566206 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -4566612.500000 Penalty: 3510.994385
	Iteration 31Q: 3 clusters Score -4566612 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -4566980.000000 Penalty: 3510.994385
	Iteration 32Q: 3 clusters Score -4566980 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -4567248.500000 Penalty: 3510.994385
	Iteration 33Q: 3 clusters Score -4567248 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -4567456.500000 Penalty: 3510.994385
	Iteration 34Q: 3 clusters Score -4567456 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -4567642.500000 Penalty: 3510.994385
	Iteration 35Q: 3 clusters Score -4567642 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -4567775.000000 Penalty: 3510.994385
	Iteration 36Q: 3 clusters Score -4567775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -4567873.000000 Penalty: 3510.994385
	Iteration 37Q: 3 clusters Score -4567873 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -4567949.500000 Penalty: 3510.994385
	Iteration 38Q: 3 clusters Score -4567950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -4567997.000000 Penalty: 3510.994385
	Iteration 39Q: 3 clusters Score -4567997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -4568019.000000 Penalty: 3510.994385
	Iteration 40F: 3 clusters Score -4568019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -4568043.000000 Penalty: 3510.994385
	Iteration 41Q: 3 clusters Score -4568043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -4568049.000000 Penalty: 3510.994385
	Iteration 42Q: 3 clusters Score -4568049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -4568050.500000 Penalty: 3510.994385
	Iteration 43Q: 3 clusters Score -4568050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -4568056.500000 Penalty: 3510.994385
	Iteration 44Q: 3 clusters Score -4568056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -4568054.000000 Penalty: 3510.994385
	Iteration 45Q: 3 clusters Score -4568054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -4568054.500000 Penalty: 3510.994385
	Iteration 46Q: 3 clusters Score -4568054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -4568067.000000 Penalty: 3510.994385
	Iteration 47Q: 3 clusters Score -4568067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -4568069.500000 Penalty: 3510.994385
	Iteration 48Q: 3 clusters Score -4568070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -4568068.000000 Penalty: 3510.994385
	Iteration 49Q: 3 clusters Score -4568068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -4568082.000000 Penalty: 3510.994385
	Iteration 50Q: 3 clusters Score -4568082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -4568088.500000 Penalty: 3510.994385
	Iteration 51Q: 3 clusters Score -4568088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -4568096.000000 Penalty: 3510.994385
	Iteration 52Q: 3 clusters Score -4568096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -4568097.500000 Penalty: 3510.994385
	Iteration 53Q: 3 clusters Score -4568098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -4568099.000000 Penalty: 3510.994385
	Iteration 54Q: 3 clusters Score -4568099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -4568101.000000 Penalty: 3510.994385
	Iteration 55Q: 3 clusters Score -4568101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -4568105.500000 Penalty: 3510.994385
	Iteration 56Q: 3 clusters Score -4568106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -4568108.500000 Penalty: 3510.994385
	Iteration 57Q: 3 clusters Score -4568108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -4568114.000000 Penalty: 3510.994385
	Iteration 58Q: 3 clusters Score -4568114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -4568115.500000 Penalty: 3510.994385
	Iteration 59Q: 3 clusters Score -4568116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -4568116.000000 Penalty: 3510.994385
	Iteration 60F: 3 clusters Score -4568116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -4568118.500000 Penalty: 3510.994385
	Iteration 61Q: 3 clusters Score -4568118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -4568118.500000 Penalty: 3510.994385
	Iteration 62F: 3 clusters Score -4568118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -354133.437500 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -354133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -350758.000000 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -350758 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -351699.656250 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -351699.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -351893.437500 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -351893.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -352064.125000 Penalty: 2698.719482
	Iteration 3F: 3 clusters Score -352064.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -352203.593750 Penalty: 2698.719482
	Iteration 4F: 3 clusters Score -352203.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -352347.343750 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -352347.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352497.031250 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -352497 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -352655.968750 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -352656 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -352859.750000 Penalty: 2698.719482
	Iteration 8F: 3 clusters Score -352859.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -353086.468750 Penalty: 2698.719482
	Iteration 9Q: 3 clusters Score -353086.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -353331.468750 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -353331.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -353509.750000 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -353509.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -353597.437500 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -353597.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -353643.875000 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -353643.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -353674.125000 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -353674.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -353699.562500 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -353699.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -353707.656250 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -353707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -353714.562500 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -353714.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -353721.125000 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -353721.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -353728.343750 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -353728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -353731.968750 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -353732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -353734.375000 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -353734.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -353735.531250 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -353735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -353737.156250 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -353737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -353737.156250 Penalty: 2698.719482
	Iteration 24F: 3 clusters Score -353737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -419681.093750 Penalty: 1375.674561
	Iteration 0F: 2 clusters Score -419681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -415820.750000 Penalty: 2751.349121
	Iteration 0F: 3 clusters Score -415820.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -416897.093750 Penalty: 2751.349121
	Iteration 1F: 3 clusters Score -416897.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -417069.406250 Penalty: 2751.349121
	Iteration 2F: 3 clusters Score -417069.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -417202.125000 Penalty: 2751.349121
	Iteration 3F: 3 clusters Score -417202.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -417317.187500 Penalty: 2751.349121
	Iteration 4Q: 3 clusters Score -417317.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -417424.468750 Penalty: 2751.349121
	Iteration 5Q: 3 clusters Score -417424.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -417531.937500 Penalty: 2751.349121
	Iteration 6Q: 3 clusters Score -417531.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -417639.218750 Penalty: 2751.349121
	Iteration 7Q: 3 clusters Score -417639.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -417749.218750 Penalty: 2751.349121
	Iteration 8Q: 3 clusters Score -417749.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -417856.250000 Penalty: 2751.349121
	Iteration 9Q: 3 clusters Score -417856.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -417972.000000 Penalty: 2751.349121
	Iteration 10Q: 3 clusters Score -417972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -418087.343750 Penalty: 2751.349121
	Iteration 11Q: 3 clusters Score -418087.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -418194.531250 Penalty: 2751.349121
	Iteration 12Q: 3 clusters Score -418194.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -418286.781250 Penalty: 2751.349121
	Iteration 13Q: 3 clusters Score -418286.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -418361.625000 Penalty: 2751.349121
	Iteration 14Q: 3 clusters Score -418361.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -418420.375000 Penalty: 2751.349121
	Iteration 15Q: 3 clusters Score -418420.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -418457.750000 Penalty: 2751.349121
	Iteration 16Q: 3 clusters Score -418457.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -418483.625000 Penalty: 2751.349121
	Iteration 17Q: 3 clusters Score -418483.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -418503.250000 Penalty: 2751.349121
	Iteration 18Q: 3 clusters Score -418503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -418518.656250 Penalty: 2751.349121
	Iteration 19Q: 3 clusters Score -418518.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -418530.937500 Penalty: 2751.349121
	Iteration 20F: 3 clusters Score -418530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -418539.531250 Penalty: 2751.349121
	Iteration 21Q: 3 clusters Score -418539.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -418544.750000 Penalty: 2751.349121
	Iteration 22Q: 3 clusters Score -418544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -418548.093750 Penalty: 2751.349121
	Iteration 23Q: 3 clusters Score -418548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -418552.750000 Penalty: 2751.349121
	Iteration 24Q: 3 clusters Score -418552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -418553.625000 Penalty: 2751.349121
	Iteration 25Q: 3 clusters Score -418553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -418553.625000 Penalty: 2751.349121
	Iteration 26F: 3 clusters Score -418553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Entering Unmasked Estep 
Score: -1299847.375000 Penalty: 1548.452637
	Iteration 0F: 2 clusters Score -1299847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1290234.500000 Penalty: 3096.905273
	Iteration 0F: 3 clusters Score -1290234 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1293552.125000 Penalty: 3096.905273
	Iteration 1F: 3 clusters Score -1293552 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1293932.625000 Penalty: 3096.905273
	Iteration 2F: 3 clusters Score -1293933 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1294313.750000 Penalty: 3096.905273
	Iteration 3F: 3 clusters Score -1294314 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1294684.500000 Penalty: 3096.905273
	Iteration 4F: 3 clusters Score -1294684 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1295075.750000 Penalty: 3096.905273
	Iteration 5F: 3 clusters Score -1295076 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1295497.875000 Penalty: 3096.905273
	Iteration 6F: 3 clusters Score -1295498 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1295929.500000 Penalty: 3096.905273
	Iteration 7F: 3 clusters Score -1295930 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1296331.875000 Penalty: 3096.905273
	Iteration 8Q: 3 clusters Score -1296332 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1296789.625000 Penalty: 3096.905273
	Iteration 9Q: 3 clusters Score -1296790 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1297271.500000 Penalty: 3096.905273
	Iteration 10Q: 3 clusters Score -1297272 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1297701.625000 Penalty: 3096.905273
	Iteration 11Q: 3 clusters Score -1297702 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1297993.500000 Penalty: 3096.905273
	Iteration 12Q: 3 clusters Score -1297994 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1298138.000000 Penalty: 3096.905273
	Iteration 13Q: 3 clusters Score -1298138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1298218.000000 Penalty: 3096.905273
	Iteration 14Q: 3 clusters Score -1298218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1298260.625000 Penalty: 3096.905273
	Iteration 15Q: 3 clusters Score -1298261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1298285.375000 Penalty: 3096.905273
	Iteration 16Q: 3 clusters Score -1298285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1298308.500000 Penalty: 3096.905273
	Iteration 17Q: 3 clusters Score -1298308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1298322.250000 Penalty: 3096.905273
	Iteration 18Q: 3 clusters Score -1298322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1298327.625000 Penalty: 3096.905273
	Iteration 19Q: 3 clusters Score -1298328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1298335.250000 Penalty: 3096.905273
	Iteration 20F: 3 clusters Score -1298335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1298343.125000 Penalty: 3096.905273
	Iteration 21Q: 3 clusters Score -1298343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1298344.750000 Penalty: 3096.905273
	Iteration 22Q: 3 clusters Score -1298345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1298352.875000 Penalty: 3096.905273
	Iteration 23Q: 3 clusters Score -1298353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1298358.375000 Penalty: 3096.905273
	Iteration 24Q: 3 clusters Score -1298358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1298362.875000 Penalty: 3096.905273
	Iteration 25Q: 3 clusters Score -1298363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1298369.250000 Penalty: 3096.905273
	Iteration 26Q: 3 clusters Score -1298369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1298371.625000 Penalty: 3096.905273
	Iteration 27Q: 3 clusters Score -1298372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1298372.750000 Penalty: 3096.905273
	Iteration 28Q: 3 clusters Score -1298373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1298376.375000 Penalty: 3096.905273
	Iteration 29Q: 3 clusters Score -1298376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1298376.000000 Penalty: 3096.905273
	Iteration 30Q: 3 clusters Score -1298376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1298379.250000 Penalty: 3096.905273
	Iteration 31Q: 3 clusters Score -1298379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1298381.125000 Penalty: 3096.905273
	Iteration 32Q: 3 clusters Score -1298381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1298383.250000 Penalty: 3096.905273
	Iteration 33Q: 3 clusters Score -1298383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1298390.250000 Penalty: 3096.905273
	Iteration 34Q: 3 clusters Score -1298390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1298391.500000 Penalty: 3096.905273
	Iteration 35Q: 3 clusters Score -1298392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1298397.125000 Penalty: 3096.905273
	Iteration 36Q: 3 clusters Score -1298397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1298396.125000 Penalty: 3096.905273
	Iteration 37Q: 3 clusters Score -1298396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1298399.500000 Penalty: 3096.905273
	Iteration 38Q: 3 clusters Score -1298400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1298404.250000 Penalty: 3096.905273
	Iteration 39Q: 3 clusters Score -1298404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1298406.250000 Penalty: 3096.905273
	Iteration 40F: 3 clusters Score -1298406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1298413.000000 Penalty: 3096.905273
	Iteration 41Q: 3 clusters Score -1298413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1298412.625000 Penalty: 3096.905273
	Iteration 42Q: 3 clusters Score -1298413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1298413.875000 Penalty: 3096.905273
	Iteration 43Q: 3 clusters Score -1298414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1298420.125000 Penalty: 3096.905273
	Iteration 44Q: 3 clusters Score -1298420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1298420.625000 Penalty: 3096.905273
	Iteration 45Q: 3 clusters Score -1298421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1298423.125000 Penalty: 3096.905273
	Iteration 46Q: 3 clusters Score -1298423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1298422.875000 Penalty: 3096.905273
	Iteration 47Q: 3 clusters Score -1298423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1298421.875000 Penalty: 3096.905273
	Iteration 48Q: 3 clusters Score -1298422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1298422.500000 Penalty: 3096.905273
	Iteration 49Q: 3 clusters Score -1298422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1298423.250000 Penalty: 3096.905273
	Iteration 50Q: 3 clusters Score -1298423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1298424.125000 Penalty: 3096.905273
	Iteration 51Q: 3 clusters Score -1298424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1298426.000000 Penalty: 3096.905273
	Iteration 52Q: 3 clusters Score -1298426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1298424.875000 Penalty: 3096.905273
	Iteration 53Q: 3 clusters Score -1298425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1298425.375000 Penalty: 3096.905273
	Iteration 54Q: 3 clusters Score -1298425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1298426.000000 Penalty: 3096.905273
	Iteration 55Q: 3 clusters Score -1298426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1298426.000000 Penalty: 3096.905273
	Iteration 56F: 3 clusters Score -1298426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Entering Unmasked Estep 
Score: -3741541.750000 Penalty: 1726.969360
	Iteration 0F: 2 clusters Score -3741542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3714187.750000 Penalty: 3453.938721
	Iteration 0F: 3 clusters Score -3714188 nChanged 19080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3724651.500000 Penalty: 3453.938721
	Iteration 1F: 3 clusters Score -3724652 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3725069.250000 Penalty: 3453.938721
	Iteration 2Q: 3 clusters Score -3725069 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3725456.750000 Penalty: 3453.938721
	Iteration 3Q: 3 clusters Score -3725457 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3725828.000000 Penalty: 3453.938721
	Iteration 4Q: 3 clusters Score -3725828 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3726239.250000 Penalty: 3453.938721
	Iteration 5Q: 3 clusters Score -3726239 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3726691.000000 Penalty: 3453.938721
	Iteration 6Q: 3 clusters Score -3726691 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3727175.500000 Penalty: 3453.938721
	Iteration 7Q: 3 clusters Score -3727176 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3727701.750000 Penalty: 3453.938721
	Iteration 8Q: 3 clusters Score -3727702 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3728274.750000 Penalty: 3453.938721
	Iteration 9Q: 3 clusters Score -3728275 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3728879.000000 Penalty: 3453.938721
	Iteration 10Q: 3 clusters Score -3728879 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3729536.500000 Penalty: 3453.938721
	Iteration 11Q: 3 clusters Score -3729536 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3730249.500000 Penalty: 3453.938721
	Iteration 12Q: 3 clusters Score -3730250 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3731147.000000 Penalty: 3453.938721
	Iteration 13Q: 3 clusters Score -3731147 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3732301.000000 Penalty: 3453.938721
	Iteration 14Q: 3 clusters Score -3732301 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3733666.750000 Penalty: 3453.938721
	Iteration 15Q: 3 clusters Score -3733667 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3735112.500000 Penalty: 3453.938721
	Iteration 16Q: 3 clusters Score -3735112 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -3736358.000000 Penalty: 3453.938721
	Iteration 17Q: 3 clusters Score -3736358 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -3737413.000000 Penalty: 3453.938721
	Iteration 18Q: 3 clusters Score -3737413 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -3738242.000000 Penalty: 3453.938721
	Iteration 19Q: 3 clusters Score -3738242 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -3738855.750000 Penalty: 3453.938721
	Iteration 20F: 3 clusters Score -3738856 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -3739265.250000 Penalty: 3453.938721
	Iteration 21Q: 3 clusters Score -3739265 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -3739539.000000 Penalty: 3453.938721
	Iteration 22Q: 3 clusters Score -3739539 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -3739686.250000 Penalty: 3453.938721
	Iteration 23Q: 3 clusters Score -3739686 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -3739787.250000 Penalty: 3453.938721
	Iteration 24Q: 3 clusters Score -3739787 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -3739853.000000 Penalty: 3453.938721
	Iteration 25Q: 3 clusters Score -3739853 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -3739912.500000 Penalty: 3453.938721
	Iteration 26Q: 3 clusters Score -3739912 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -3739949.750000 Penalty: 3453.938721
	Iteration 27Q: 3 clusters Score -3739950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -3739966.250000 Penalty: 3453.938721
	Iteration 28Q: 3 clusters Score -3739966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -3739983.500000 Penalty: 3453.938721
	Iteration 29Q: 3 clusters Score -3739984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -3739989.250000 Penalty: 3453.938721
	Iteration 30Q: 3 clusters Score -3739989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -3740008.500000 Penalty: 3453.938721
	Iteration 31Q: 3 clusters Score -3740008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -3740023.750000 Penalty: 3453.938721
	Iteration 32Q: 3 clusters Score -3740024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -3740025.500000 Penalty: 3453.938721
	Iteration 33Q: 3 clusters Score -3740026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -3740038.000000 Penalty: 3453.938721
	Iteration 34Q: 3 clusters Score -3740038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -3740046.750000 Penalty: 3453.938721
	Iteration 35Q: 3 clusters Score -3740047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -3740051.250000 Penalty: 3453.938721
	Iteration 36Q: 3 clusters Score -3740051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -3740056.750000 Penalty: 3453.938721
	Iteration 37Q: 3 clusters Score -3740057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -3740067.750000 Penalty: 3453.938721
	Iteration 38Q: 3 clusters Score -3740068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -3740070.000000 Penalty: 3453.938721
	Iteration 39Q: 3 clusters Score -3740070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -3740070.500000 Penalty: 3453.938721
	Iteration 40F: 3 clusters Score -3740070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -3740071.500000 Penalty: 3453.938721
	Iteration 41Q: 3 clusters Score -3740072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -3740070.750000 Penalty: 3453.938721
	Iteration 42Q: 3 clusters Score -3740071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -3740071.000000 Penalty: 3453.938721
	Iteration 43Q: 3 clusters Score -3740071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -3740071.500000 Penalty: 3453.938721
	Iteration 44Q: 3 clusters Score -3740072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -3740072.000000 Penalty: 3453.938721
	Iteration 45Q: 3 clusters Score -3740072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -3740070.250000 Penalty: 3453.938721
	Iteration 46Q: 3 clusters Score -3740070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -3740070.250000 Penalty: 3453.938721
	Iteration 47F: 3 clusters Score -3740070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Entering Unmasked Estep 
Score: -292612.375000 Penalty: 1304.782959
	Iteration 0F: 2 clusters Score -292612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -289926.343750 Penalty: 2609.565918
	Iteration 0F: 3 clusters Score -289926.3 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -290624.718750 Penalty: 2609.565918
	Iteration 1F: 3 clusters Score -290624.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -290780.125000 Penalty: 2609.565918
	Iteration 2F: 3 clusters Score -290780.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -290891.968750 Penalty: 2609.565918
	Iteration 3F: 3 clusters Score -290892 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -290972.093750 Penalty: 2609.565918
	Iteration 4Q: 3 clusters Score -290972.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -291033.906250 Penalty: 2609.565918
	Iteration 5Q: 3 clusters Score -291033.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -291089.843750 Penalty: 2609.565918
	Iteration 6Q: 3 clusters Score -291089.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -291146.468750 Penalty: 2609.565918
	Iteration 7Q: 3 clusters Score -291146.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -291201.281250 Penalty: 2609.565918
	Iteration 8Q: 3 clusters Score -291201.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -291279.750000 Penalty: 2609.565918
	Iteration 9Q: 3 clusters Score -291279.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -291349.843750 Penalty: 2609.565918
	Iteration 10Q: 3 clusters Score -291349.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -291426.343750 Penalty: 2609.565918
	Iteration 11Q: 3 clusters Score -291426.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -291499.750000 Penalty: 2609.565918
	Iteration 12Q: 3 clusters Score -291499.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -291550.500000 Penalty: 2609.565918
	Iteration 13Q: 3 clusters Score -291550.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -291588.718750 Penalty: 2609.565918
	Iteration 14Q: 3 clusters Score -291588.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -291611.750000 Penalty: 2609.565918
	Iteration 15Q: 3 clusters Score -291611.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -291633.250000 Penalty: 2609.565918
	Iteration 16Q: 3 clusters Score -291633.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -291649.812500 Penalty: 2609.565918
	Iteration 17Q: 3 clusters Score -291649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -291666.531250 Penalty: 2609.565918
	Iteration 18Q: 3 clusters Score -291666.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -291680.562500 Penalty: 2609.565918
	Iteration 19Q: 3 clusters Score -291680.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -291690.437500 Penalty: 2609.565918
	Iteration 20F: 3 clusters Score -291690.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -291702.000000 Penalty: 2609.565918
	Iteration 21Q: 3 clusters Score -291702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -291707.968750 Penalty: 2609.565918
	Iteration 22Q: 3 clusters Score -291708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -291712.406250 Penalty: 2609.565918
	Iteration 23Q: 3 clusters Score -291712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -291716.187500 Penalty: 2609.565918
	Iteration 24Q: 3 clusters Score -291716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -291716.843750 Penalty: 2609.565918
	Iteration 25Q: 3 clusters Score -291716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -291717.718750 Penalty: 2609.565918
	Iteration 26Q: 3 clusters Score -291717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -291718.812500 Penalty: 2609.565918
	Iteration 27Q: 3 clusters Score -291718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -291721.312500 Penalty: 2609.565918
	Iteration 28Q: 3 clusters Score -291721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -291722.125000 Penalty: 2609.565918
	Iteration 29Q: 3 clusters Score -291722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -291724.375000 Penalty: 2609.565918
	Iteration 30Q: 3 clusters Score -291724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -291724.343750 Penalty: 2609.565918
	Iteration 31Q: 3 clusters Score -291724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -291724.343750 Penalty: 2609.565918
	Iteration 32F: 3 clusters Score -291724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Entering Unmasked Estep 
Score: -6787291.500000 Penalty: 1816.678955
	Iteration 0F: 2 clusters Score -6787292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -6739202.500000 Penalty: 3633.357910
	Iteration 0F: 3 clusters Score -6739202 nChanged 34120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -6758829.000000 Penalty: 3633.357910
	Iteration 1F: 3 clusters Score -6758829 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -6759327.500000 Penalty: 3633.357910
	Iteration 2Q: 3 clusters Score -6759328 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -6759902.000000 Penalty: 3633.357910
	Iteration 3Q: 3 clusters Score -6759902 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -6760535.500000 Penalty: 3633.357910
	Iteration 4Q: 3 clusters Score -6760536 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -6761375.500000 Penalty: 3633.357910
	Iteration 5Q: 3 clusters Score -6761376 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -6762502.000000 Penalty: 3633.357910
	Iteration 6Q: 3 clusters Score -6762502 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -6764150.000000 Penalty: 3633.357910
	Iteration 7Q: 3 clusters Score -6764150 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -6766563.500000 Penalty: 3633.357910
	Iteration 8F: 3 clusters Score -6766564 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -6769630.500000 Penalty: 3633.357910
	Iteration 9F: 3 clusters Score -6769630 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -6772814.500000 Penalty: 3633.357910
	Iteration 10F: 3 clusters Score -6772814 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -6775398.500000 Penalty: 3633.357910
	Iteration 11F: 3 clusters Score -6775398 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -6777502.500000 Penalty: 3633.357910
	Iteration 12Q: 3 clusters Score -6777502 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -6779119.500000 Penalty: 3633.357910
	Iteration 13Q: 3 clusters Score -6779120 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -6780318.000000 Penalty: 3633.357910
	Iteration 14Q: 3 clusters Score -6780318 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -6781312.000000 Penalty: 3633.357910
	Iteration 15Q: 3 clusters Score -6781312 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6782189.000000 Penalty: 3633.357910
	Iteration 16Q: 3 clusters Score -6782189 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6782954.000000 Penalty: 3633.357910
	Iteration 17Q: 3 clusters Score -6782954 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6783639.000000 Penalty: 3633.357910
	Iteration 18Q: 3 clusters Score -6783639 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6784201.000000 Penalty: 3633.357910
	Iteration 19Q: 3 clusters Score -6784201 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6784678.500000 Penalty: 3633.357910
	Iteration 20F: 3 clusters Score -6784678 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6784995.500000 Penalty: 3633.357910
	Iteration 21Q: 3 clusters Score -6784996 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6785218.500000 Penalty: 3633.357910
	Iteration 22Q: 3 clusters Score -6785218 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6785357.000000 Penalty: 3633.357910
	Iteration 23Q: 3 clusters Score -6785357 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6785461.000000 Penalty: 3633.357910
	Iteration 24Q: 3 clusters Score -6785461 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6785540.500000 Penalty: 3633.357910
	Iteration 25Q: 3 clusters Score -6785540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6785567.000000 Penalty: 3633.357910
	Iteration 26Q: 3 clusters Score -6785567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6785594.000000 Penalty: 3633.357910
	Iteration 27Q: 3 clusters Score -6785594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6785633.000000 Penalty: 3633.357910
	Iteration 28Q: 3 clusters Score -6785633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6785641.500000 Penalty: 3633.357910
	Iteration 29Q: 3 clusters Score -6785642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6785658.000000 Penalty: 3633.357910
	Iteration 30Q: 3 clusters Score -6785658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6785673.000000 Penalty: 3633.357910
	Iteration 31Q: 3 clusters Score -6785673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6785673.500000 Penalty: 3633.357910
	Iteration 32Q: 3 clusters Score -6785674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6785681.500000 Penalty: 3633.357910
	Iteration 33Q: 3 clusters Score -6785682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6785681.000000 Penalty: 3633.357910
	Iteration 34Q: 3 clusters Score -6785681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6785687.500000 Penalty: 3633.357910
	Iteration 35Q: 3 clusters Score -6785688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6785685.000000 Penalty: 3633.357910
	Iteration 36Q: 3 clusters Score -6785685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6785686.500000 Penalty: 3633.357910
	Iteration 37Q: 3 clusters Score -6785686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6785686.000000 Penalty: 3633.357910
	Iteration 38Q: 3 clusters Score -6785686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6785685.500000 Penalty: 3633.357910
	Iteration 39Q: 3 clusters Score -6785686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6785686.000000 Penalty: 3633.357910
	Iteration 40F: 3 clusters Score -6785686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6785683.000000 Penalty: 3633.357910
	Iteration 41Q: 3 clusters Score -6785683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6785691.500000 Penalty: 3633.357910
	Iteration 42Q: 3 clusters Score -6785692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6785691.500000 Penalty: 3633.357910
	Iteration 43F: 3 clusters Score -6785692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (167772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Entering Unmasked Estep 
Score: -14988339.000000 Penalty: 1954.933716
	Iteration 0F: 2 clusters Score -1.498834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 83893 members 
Entering Unmasked Estep 
Score: -14875619.000000 Penalty: 3909.867432
	Iteration 0F: 3 clusters Score -1.487562e+07 nChanged 81286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -14924217.000000 Penalty: 3909.867432
	Iteration 1F: 3 clusters Score -1.492422e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -14925740.000000 Penalty: 3909.867432
	Iteration 2Q: 3 clusters Score -1.492574e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -14927834.000000 Penalty: 3909.867432
	Iteration 3Q: 3 clusters Score -1.492783e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -14931060.000000 Penalty: 3909.867432
	Iteration 4Q: 3 clusters Score -1.493106e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -14935557.000000 Penalty: 3909.867432
	Iteration 5F: 3 clusters Score -1.493556e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -14942221.000000 Penalty: 3909.867432
	Iteration 6F: 3 clusters Score -1.494222e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -14950760.000000 Penalty: 3909.867432
	Iteration 7F: 3 clusters Score -1.495076e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -14960681.000000 Penalty: 3909.867432
	Iteration 8F: 3 clusters Score -1.496068e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 147604 members 
Entering Unmasked Estep 
Score: -14970285.000000 Penalty: 3909.867432
	Iteration 9F: 3 clusters Score -1.497028e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 156373 members 
Entering Unmasked Estep 
Score: -14978122.000000 Penalty: 3909.867432
	Iteration 10F: 3 clusters Score -1.497812e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -14982633.000000 Penalty: 3909.867432
	Iteration 11Q: 3 clusters Score -1.498263e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 164413 members 
Entering Unmasked Estep 
Score: -14984865.000000 Penalty: 3909.867432
	Iteration 12Q: 3 clusters Score -1.498486e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -14986002.000000 Penalty: 3909.867432
	Iteration 13Q: 3 clusters Score -1.4986e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 166008 members 
Entering Unmasked Estep 
Score: -14986584.000000 Penalty: 3909.867432
	Iteration 14Q: 3 clusters Score -1.498658e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 166152 members 
Entering Unmasked Estep 
Score: -14986894.000000 Penalty: 3909.867432
	Iteration 15Q: 3 clusters Score -1.498689e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 166184 members 
Entering Unmasked Estep 
Score: -14987045.000000 Penalty: 3909.867432
	Iteration 16Q: 3 clusters Score -1.498704e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 166221 members 
Entering Unmasked Estep 
Score: -14987106.000000 Penalty: 3909.867432
	Iteration 17Q: 3 clusters Score -1.498711e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -14987150.000000 Penalty: 3909.867432
	Iteration 18Q: 3 clusters Score -1.498715e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 166286 members 
Entering Unmasked Estep 
Score: -14987181.000000 Penalty: 3909.867432
	Iteration 19Q: 3 clusters Score -1.498718e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 166308 members 
Entering Unmasked Estep 
Score: -14987198.000000 Penalty: 3909.867432
	Iteration 20F: 3 clusters Score -1.49872e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -14987194.000000 Penalty: 3909.867432
	Iteration 21Q: 3 clusters Score -1.498719e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -14987220.000000 Penalty: 3909.867432
	Iteration 22Q: 3 clusters Score -1.498722e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 166334 members 
Entering Unmasked Estep 
Score: -14987238.000000 Penalty: 3909.867432
	Iteration 23Q: 3 clusters Score -1.498724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -14987248.000000 Penalty: 3909.867432
	Iteration 24Q: 3 clusters Score -1.498725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -14987262.000000 Penalty: 3909.867432
	Iteration 25Q: 3 clusters Score -1.498726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 166327 members 
Entering Unmasked Estep 
Score: -14987271.000000 Penalty: 3909.867432
	Iteration 26Q: 3 clusters Score -1.498727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -14987271.000000 Penalty: 3909.867432
	Iteration 27Q: 3 clusters Score -1.498727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 166323 members 
Entering Unmasked Estep 
Score: -14987275.000000 Penalty: 3909.867432
	Iteration 28Q: 3 clusters Score -1.498728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -14987272.000000 Penalty: 3909.867432
	Iteration 29Q: 3 clusters Score -1.498727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -14987273.000000 Penalty: 3909.867432
	Iteration 30Q: 3 clusters Score -1.498727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 166325 members 
Entering Unmasked Estep 
Score: -14987265.000000 Penalty: 3909.867432
	Iteration 31Q: 3 clusters Score -1.498726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 166327 members 
Entering Unmasked Estep 
Score: -14987268.000000 Penalty: 3909.867432
	Iteration 32Q: 3 clusters Score -1.498727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -14987257.000000 Penalty: 3909.867432
	Iteration 33Q: 3 clusters Score -1.498726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -14987265.000000 Penalty: 3909.867432
	Iteration 34Q: 3 clusters Score -1.498726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -14987264.000000 Penalty: 3909.867432
	Iteration 35Q: 3 clusters Score -1.498726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 166334 members 
Entering Unmasked Estep 
Score: -14987262.000000 Penalty: 3909.867432
	Iteration 36Q: 3 clusters Score -1.498726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 166335 members 
Entering Unmasked Estep 
Score: -14987259.000000 Penalty: 3909.867432
	Iteration 37Q: 3 clusters Score -1.498726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 166335 members 
Entering Unmasked Estep 
Score: -14987259.000000 Penalty: 3909.867432
	Iteration 38F: 3 clusters Score -1.498726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -410722.156250 Penalty: 1361.861450
	Iteration 0F: 2 clusters Score -410722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -407142.125000 Penalty: 2723.722900
	Iteration 0F: 3 clusters Score -407142.1 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -408048.468750 Penalty: 2723.722900
	Iteration 1F: 3 clusters Score -408048.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -408206.343750 Penalty: 2723.722900
	Iteration 2F: 3 clusters Score -408206.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -408315.343750 Penalty: 2723.722900
	Iteration 3F: 3 clusters Score -408315.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -408390.468750 Penalty: 2723.722900
	Iteration 4Q: 3 clusters Score -408390.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -408439.875000 Penalty: 2723.722900
	Iteration 5Q: 3 clusters Score -408439.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -408493.406250 Penalty: 2723.722900
	Iteration 6Q: 3 clusters Score -408493.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -408528.312500 Penalty: 2723.722900
	Iteration 7Q: 3 clusters Score -408528.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -408558.343750 Penalty: 2723.722900
	Iteration 8Q: 3 clusters Score -408558.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -408592.812500 Penalty: 2723.722900
	Iteration 9Q: 3 clusters Score -408592.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -408638.062500 Penalty: 2723.722900
	Iteration 10Q: 3 clusters Score -408638.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -408678.500000 Penalty: 2723.722900
	Iteration 11Q: 3 clusters Score -408678.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -408714.218750 Penalty: 2723.722900
	Iteration 12Q: 3 clusters Score -408714.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -408751.218750 Penalty: 2723.722900
	Iteration 13Q: 3 clusters Score -408751.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -408792.125000 Penalty: 2723.722900
	Iteration 14Q: 3 clusters Score -408792.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -408835.250000 Penalty: 2723.722900
	Iteration 15Q: 3 clusters Score -408835.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -408874.125000 Penalty: 2723.722900
	Iteration 16Q: 3 clusters Score -408874.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -408912.625000 Penalty: 2723.722900
	Iteration 17Q: 3 clusters Score -408912.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -408938.250000 Penalty: 2723.722900
	Iteration 18Q: 3 clusters Score -408938.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -408967.062500 Penalty: 2723.722900
	Iteration 19Q: 3 clusters Score -408967.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -409000.937500 Penalty: 2723.722900
	Iteration 20F: 3 clusters Score -409000.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -409044.593750 Penalty: 2723.722900
	Iteration 21Q: 3 clusters Score -409044.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -409100.125000 Penalty: 2723.722900
	Iteration 22Q: 3 clusters Score -409100.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -409144.937500 Penalty: 2723.722900
	Iteration 23Q: 3 clusters Score -409144.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -409188.843750 Penalty: 2723.722900
	Iteration 24Q: 3 clusters Score -409188.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -409224.875000 Penalty: 2723.722900
	Iteration 25Q: 3 clusters Score -409224.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -409252.125000 Penalty: 2723.722900
	Iteration 26Q: 3 clusters Score -409252.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -409280.656250 Penalty: 2723.722900
	Iteration 27Q: 3 clusters Score -409280.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -409308.625000 Penalty: 2723.722900
	Iteration 28Q: 3 clusters Score -409308.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -409332.281250 Penalty: 2723.722900
	Iteration 29Q: 3 clusters Score -409332.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -409351.000000 Penalty: 2723.722900
	Iteration 30Q: 3 clusters Score -409351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -409369.218750 Penalty: 2723.722900
	Iteration 31Q: 3 clusters Score -409369.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -409384.343750 Penalty: 2723.722900
	Iteration 32Q: 3 clusters Score -409384.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -409393.500000 Penalty: 2723.722900
	Iteration 33Q: 3 clusters Score -409393.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -409400.937500 Penalty: 2723.722900
	Iteration 34Q: 3 clusters Score -409400.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -409412.406250 Penalty: 2723.722900
	Iteration 35Q: 3 clusters Score -409412.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -409426.062500 Penalty: 2723.722900
	Iteration 36Q: 3 clusters Score -409426.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -409443.812500 Penalty: 2723.722900
	Iteration 37Q: 3 clusters Score -409443.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -409457.968750 Penalty: 2723.722900
	Iteration 38Q: 3 clusters Score -409458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -409469.875000 Penalty: 2723.722900
	Iteration 39Q: 3 clusters Score -409469.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -409477.906250 Penalty: 2723.722900
	Iteration 40F: 3 clusters Score -409477.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -409484.968750 Penalty: 2723.722900
	Iteration 41Q: 3 clusters Score -409485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -409489.031250 Penalty: 2723.722900
	Iteration 42Q: 3 clusters Score -409489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -409491.562500 Penalty: 2723.722900
	Iteration 43Q: 3 clusters Score -409491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -409492.843750 Penalty: 2723.722900
	Iteration 44Q: 3 clusters Score -409492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -409496.687500 Penalty: 2723.722900
	Iteration 45Q: 3 clusters Score -409496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -409499.718750 Penalty: 2723.722900
	Iteration 46Q: 3 clusters Score -409499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -409505.875000 Penalty: 2723.722900
	Iteration 47Q: 3 clusters Score -409505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -409509.656250 Penalty: 2723.722900
	Iteration 48Q: 3 clusters Score -409509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -409513.031250 Penalty: 2723.722900
	Iteration 49Q: 3 clusters Score -409513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -409516.093750 Penalty: 2723.722900
	Iteration 50Q: 3 clusters Score -409516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -409518.625000 Penalty: 2723.722900
	Iteration 51Q: 3 clusters Score -409518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -409518.718750 Penalty: 2723.722900
	Iteration 52Q: 3 clusters Score -409518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -409519.187500 Penalty: 2723.722900
	Iteration 53Q: 3 clusters Score -409519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -409519.187500 Penalty: 2723.722900
	Iteration 54F: 3 clusters Score -409519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Entering Unmasked Estep 
Score: -710299.937500 Penalty: 1457.385132
	Iteration 0F: 2 clusters Score -710299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -704494.500000 Penalty: 2914.770264
	Iteration 0F: 3 clusters Score -704494.5 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -706371.562500 Penalty: 2914.770264
	Iteration 1F: 3 clusters Score -706371.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -706570.125000 Penalty: 2914.770264
	Iteration 2F: 3 clusters Score -706570.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -706719.062500 Penalty: 2914.770264
	Iteration 3Q: 3 clusters Score -706719.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -706871.687500 Penalty: 2914.770264
	Iteration 4Q: 3 clusters Score -706871.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -707040.125000 Penalty: 2914.770264
	Iteration 5Q: 3 clusters Score -707040.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -707227.875000 Penalty: 2914.770264
	Iteration 6Q: 3 clusters Score -707227.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -707442.000000 Penalty: 2914.770264
	Iteration 7Q: 3 clusters Score -707442 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -707657.625000 Penalty: 2914.770264
	Iteration 8Q: 3 clusters Score -707657.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -707893.562500 Penalty: 2914.770264
	Iteration 9Q: 3 clusters Score -707893.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -708154.812500 Penalty: 2914.770264
	Iteration 10Q: 3 clusters Score -708154.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -708419.687500 Penalty: 2914.770264
	Iteration 11Q: 3 clusters Score -708419.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -708618.250000 Penalty: 2914.770264
	Iteration 12Q: 3 clusters Score -708618.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -708751.625000 Penalty: 2914.770264
	Iteration 13Q: 3 clusters Score -708751.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -708853.187500 Penalty: 2914.770264
	Iteration 14Q: 3 clusters Score -708853.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -708917.500000 Penalty: 2914.770264
	Iteration 15Q: 3 clusters Score -708917.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -708961.937500 Penalty: 2914.770264
	Iteration 16Q: 3 clusters Score -708961.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -708990.000000 Penalty: 2914.770264
	Iteration 17Q: 3 clusters Score -708990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -709009.812500 Penalty: 2914.770264
	Iteration 18Q: 3 clusters Score -709009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -709025.687500 Penalty: 2914.770264
	Iteration 19Q: 3 clusters Score -709025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -709029.312500 Penalty: 2914.770264
	Iteration 20F: 3 clusters Score -709029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -709032.000000 Penalty: 2914.770264
	Iteration 21Q: 3 clusters Score -709032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -709032.750000 Penalty: 2914.770264
	Iteration 22Q: 3 clusters Score -709032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -709032.750000 Penalty: 2914.770264
	Iteration 23F: 3 clusters Score -709032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -96448.296875 Penalty: 1144.938721
	Iteration 0F: 2 clusters Score -96448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -94894.804688 Penalty: 2289.877441
	Iteration 0F: 3 clusters Score -94894.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -95261.023438 Penalty: 2289.877441
	Iteration 1F: 3 clusters Score -95261.02 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95354.789062 Penalty: 2289.877441
	Iteration 2F: 3 clusters Score -95354.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95414.898438 Penalty: 2289.877441
	Iteration 3F: 3 clusters Score -95414.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95458.875000 Penalty: 2289.877441
	Iteration 4Q: 3 clusters Score -95458.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95487.789062 Penalty: 2289.877441
	Iteration 5Q: 3 clusters Score -95487.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95517.226562 Penalty: 2289.877441
	Iteration 6Q: 3 clusters Score -95517.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95532.359375 Penalty: 2289.877441
	Iteration 7Q: 3 clusters Score -95532.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95547.382812 Penalty: 2289.877441
	Iteration 8Q: 3 clusters Score -95547.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95574.929688 Penalty: 2289.877441
	Iteration 9Q: 3 clusters Score -95574.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95596.054688 Penalty: 2289.877441
	Iteration 10Q: 3 clusters Score -95596.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95613.718750 Penalty: 2289.877441
	Iteration 11Q: 3 clusters Score -95613.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95621.320312 Penalty: 2289.877441
	Iteration 12Q: 3 clusters Score -95621.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95628.304688 Penalty: 2289.877441
	Iteration 13Q: 3 clusters Score -95628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95635.242188 Penalty: 2289.877441
	Iteration 14Q: 3 clusters Score -95635.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95650.960938 Penalty: 2289.877441
	Iteration 15Q: 3 clusters Score -95650.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95661.460938 Penalty: 2289.877441
	Iteration 16Q: 3 clusters Score -95661.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95668.906250 Penalty: 2289.877441
	Iteration 17Q: 3 clusters Score -95668.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95678.468750 Penalty: 2289.877441
	Iteration 18Q: 3 clusters Score -95678.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95684.210938 Penalty: 2289.877441
	Iteration 19Q: 3 clusters Score -95684.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95687.164062 Penalty: 2289.877441
	Iteration 20F: 3 clusters Score -95687.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95689.218750 Penalty: 2289.877441
	Iteration 21Q: 3 clusters Score -95689.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95691.968750 Penalty: 2289.877441
	Iteration 22Q: 3 clusters Score -95691.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95694.367188 Penalty: 2289.877441
	Iteration 23Q: 3 clusters Score -95694.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95696.695312 Penalty: 2289.877441
	Iteration 24Q: 3 clusters Score -95696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95697.843750 Penalty: 2289.877441
	Iteration 25Q: 3 clusters Score -95697.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95700.132812 Penalty: 2289.877441
	Iteration 26Q: 3 clusters Score -95700.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95700.648438 Penalty: 2289.877441
	Iteration 27Q: 3 clusters Score -95700.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95700.648438 Penalty: 2289.877441
	Iteration 28F: 3 clusters Score -95700.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Entering Unmasked Estep 
Score: -1434062.375000 Penalty: 1574.370972
	Iteration 0F: 2 clusters Score -1434062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1422899.500000 Penalty: 3148.741943
	Iteration 0F: 3 clusters Score -1422900 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1427067.000000 Penalty: 3148.741943
	Iteration 1F: 3 clusters Score -1427067 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1427603.625000 Penalty: 3148.741943
	Iteration 2F: 3 clusters Score -1427604 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1428240.625000 Penalty: 3148.741943
	Iteration 3F: 3 clusters Score -1428241 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1428989.375000 Penalty: 3148.741943
	Iteration 4F: 3 clusters Score -1428989 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1429845.875000 Penalty: 3148.741943
	Iteration 5F: 3 clusters Score -1429846 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1430710.250000 Penalty: 3148.741943
	Iteration 6F: 3 clusters Score -1430710 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1431374.000000 Penalty: 3148.741943
	Iteration 7F: 3 clusters Score -1431374 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1431744.250000 Penalty: 3148.741943
	Iteration 8Q: 3 clusters Score -1431744 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1431938.500000 Penalty: 3148.741943
	Iteration 9Q: 3 clusters Score -1431938 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1432027.125000 Penalty: 3148.741943
	Iteration 10Q: 3 clusters Score -1432027 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1432082.250000 Penalty: 3148.741943
	Iteration 11Q: 3 clusters Score -1432082 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1432110.125000 Penalty: 3148.741943
	Iteration 12Q: 3 clusters Score -1432110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1432135.000000 Penalty: 3148.741943
	Iteration 13Q: 3 clusters Score -1432135 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1432155.250000 Penalty: 3148.741943
	Iteration 14Q: 3 clusters Score -1432155 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1432170.750000 Penalty: 3148.741943
	Iteration 15Q: 3 clusters Score -1432171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1432185.875000 Penalty: 3148.741943
	Iteration 16Q: 3 clusters Score -1432186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1432202.625000 Penalty: 3148.741943
	Iteration 17Q: 3 clusters Score -1432203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1432225.000000 Penalty: 3148.741943
	Iteration 18Q: 3 clusters Score -1432225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1432237.750000 Penalty: 3148.741943
	Iteration 19Q: 3 clusters Score -1432238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1432254.125000 Penalty: 3148.741943
	Iteration 20F: 3 clusters Score -1432254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1432270.250000 Penalty: 3148.741943
	Iteration 21Q: 3 clusters Score -1432270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1432291.625000 Penalty: 3148.741943
	Iteration 22Q: 3 clusters Score -1432292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1432314.750000 Penalty: 3148.741943
	Iteration 23Q: 3 clusters Score -1432315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1432329.125000 Penalty: 3148.741943
	Iteration 24Q: 3 clusters Score -1432329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1432342.875000 Penalty: 3148.741943
	Iteration 25Q: 3 clusters Score -1432343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1432356.250000 Penalty: 3148.741943
	Iteration 26Q: 3 clusters Score -1432356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1432373.250000 Penalty: 3148.741943
	Iteration 27Q: 3 clusters Score -1432373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1432382.125000 Penalty: 3148.741943
	Iteration 28Q: 3 clusters Score -1432382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1432398.500000 Penalty: 3148.741943
	Iteration 29Q: 3 clusters Score -1432398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1432413.000000 Penalty: 3148.741943
	Iteration 30Q: 3 clusters Score -1432413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1432417.625000 Penalty: 3148.741943
	Iteration 31Q: 3 clusters Score -1432418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1432426.250000 Penalty: 3148.741943
	Iteration 32Q: 3 clusters Score -1432426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1432432.250000 Penalty: 3148.741943
	Iteration 33Q: 3 clusters Score -1432432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1432437.125000 Penalty: 3148.741943
	Iteration 34Q: 3 clusters Score -1432437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1432437.250000 Penalty: 3148.741943
	Iteration 35Q: 3 clusters Score -1432437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1432441.250000 Penalty: 3148.741943
	Iteration 36Q: 3 clusters Score -1432441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1432440.875000 Penalty: 3148.741943
	Iteration 37Q: 3 clusters Score -1432441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1432443.625000 Penalty: 3148.741943
	Iteration 38Q: 3 clusters Score -1432444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1432446.500000 Penalty: 3148.741943
	Iteration 39Q: 3 clusters Score -1432446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1432446.750000 Penalty: 3148.741943
	Iteration 40F: 3 clusters Score -1432447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1432450.875000 Penalty: 3148.741943
	Iteration 41Q: 3 clusters Score -1432451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1432453.500000 Penalty: 3148.741943
	Iteration 42Q: 3 clusters Score -1432454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1432452.125000 Penalty: 3148.741943
	Iteration 43Q: 3 clusters Score -1432452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1432454.000000 Penalty: 3148.741943
	Iteration 44Q: 3 clusters Score -1432454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1432455.875000 Penalty: 3148.741943
	Iteration 45Q: 3 clusters Score -1432456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1432455.875000 Penalty: 3148.741943
	Iteration 46Q: 3 clusters Score -1432456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1432452.625000 Penalty: 3148.741943
	Iteration 47Q: 3 clusters Score -1432453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1432457.000000 Penalty: 3148.741943
	Iteration 48Q: 3 clusters Score -1432457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1432453.875000 Penalty: 3148.741943
	Iteration 49Q: 3 clusters Score -1432454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1432457.000000 Penalty: 3148.741943
	Iteration 50Q: 3 clusters Score -1432457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1432456.000000 Penalty: 3148.741943
	Iteration 51Q: 3 clusters Score -1432456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1432459.125000 Penalty: 3148.741943
	Iteration 52Q: 3 clusters Score -1432459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1432458.250000 Penalty: 3148.741943
	Iteration 53Q: 3 clusters Score -1432458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1432457.250000 Penalty: 3148.741943
	Iteration 54Q: 3 clusters Score -1432457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1432458.375000 Penalty: 3148.741943
	Iteration 55Q: 3 clusters Score -1432458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1432458.250000 Penalty: 3148.741943
	Iteration 56Q: 3 clusters Score -1432458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1432458.000000 Penalty: 3148.741943
	Iteration 57Q: 3 clusters Score -1432458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1432457.750000 Penalty: 3148.741943
	Iteration 58Q: 3 clusters Score -1432458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1432456.000000 Penalty: 3148.741943
	Iteration 59Q: 3 clusters Score -1432456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1432460.375000 Penalty: 3148.741943
	Iteration 60F: 3 clusters Score -1432460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1432461.750000 Penalty: 3148.741943
	Iteration 61Q: 3 clusters Score -1432462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1432462.375000 Penalty: 3148.741943
	Iteration 62Q: 3 clusters Score -1432462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1432468.875000 Penalty: 3148.741943
	Iteration 63Q: 3 clusters Score -1432469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1432467.750000 Penalty: 3148.741943
	Iteration 64Q: 3 clusters Score -1432468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1432465.250000 Penalty: 3148.741943
	Iteration 65Q: 3 clusters Score -1432465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1432469.125000 Penalty: 3148.741943
	Iteration 66Q: 3 clusters Score -1432469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1432467.000000 Penalty: 3148.741943
	Iteration 67Q: 3 clusters Score -1432467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1432468.750000 Penalty: 3148.741943
	Iteration 68Q: 3 clusters Score -1432469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1432469.625000 Penalty: 3148.741943
	Iteration 69Q: 3 clusters Score -1432470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1432469.875000 Penalty: 3148.741943
	Iteration 70Q: 3 clusters Score -1432470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1432473.375000 Penalty: 3148.741943
	Iteration 71Q: 3 clusters Score -1432473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1432479.125000 Penalty: 3148.741943
	Iteration 72Q: 3 clusters Score -1432479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1432477.875000 Penalty: 3148.741943
	Iteration 73Q: 3 clusters Score -1432478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1432479.125000 Penalty: 3148.741943
	Iteration 74Q: 3 clusters Score -1432479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1432480.500000 Penalty: 3148.741943
	Iteration 75Q: 3 clusters Score -1432480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1432481.000000 Penalty: 3148.741943
	Iteration 76Q: 3 clusters Score -1432481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1432478.750000 Penalty: 3148.741943
	Iteration 77Q: 3 clusters Score -1432479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1432478.375000 Penalty: 3148.741943
	Iteration 78Q: 3 clusters Score -1432478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1432479.250000 Penalty: 3148.741943
	Iteration 79Q: 3 clusters Score -1432479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1432478.000000 Penalty: 3148.741943
	Iteration 80F: 3 clusters Score -1432478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1432481.875000 Penalty: 3148.741943
	Iteration 81Q: 3 clusters Score -1432482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1432481.750000 Penalty: 3148.741943
	Iteration 82Q: 3 clusters Score -1432482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1432481.750000 Penalty: 3148.741943
	Iteration 83F: 3 clusters Score -1432482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Entering Unmasked Estep 
Score: -473876.687500 Penalty: 1394.490845
	Iteration 0F: 2 clusters Score -473876.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -469722.812500 Penalty: 2788.981689
	Iteration 0F: 3 clusters Score -469722.8 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -470810.812500 Penalty: 2788.981689
	Iteration 1F: 3 clusters Score -470810.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -471008.562500 Penalty: 2788.981689
	Iteration 2F: 3 clusters Score -471008.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -471146.750000 Penalty: 2788.981689
	Iteration 3F: 3 clusters Score -471146.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -471228.812500 Penalty: 2788.981689
	Iteration 4Q: 3 clusters Score -471228.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -471290.718750 Penalty: 2788.981689
	Iteration 5Q: 3 clusters Score -471290.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -471340.718750 Penalty: 2788.981689
	Iteration 6Q: 3 clusters Score -471340.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -471390.750000 Penalty: 2788.981689
	Iteration 7Q: 3 clusters Score -471390.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -471444.593750 Penalty: 2788.981689
	Iteration 8Q: 3 clusters Score -471444.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -471510.343750 Penalty: 2788.981689
	Iteration 9Q: 3 clusters Score -471510.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -471583.968750 Penalty: 2788.981689
	Iteration 10Q: 3 clusters Score -471584 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -471682.250000 Penalty: 2788.981689
	Iteration 11Q: 3 clusters Score -471682.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -471827.468750 Penalty: 2788.981689
	Iteration 12Q: 3 clusters Score -471827.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -471983.875000 Penalty: 2788.981689
	Iteration 13Q: 3 clusters Score -471983.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -472141.687500 Penalty: 2788.981689
	Iteration 14Q: 3 clusters Score -472141.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -472265.250000 Penalty: 2788.981689
	Iteration 15Q: 3 clusters Score -472265.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -472370.906250 Penalty: 2788.981689
	Iteration 16Q: 3 clusters Score -472370.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -472446.281250 Penalty: 2788.981689
	Iteration 17Q: 3 clusters Score -472446.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -472503.875000 Penalty: 2788.981689
	Iteration 18Q: 3 clusters Score -472503.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -472546.500000 Penalty: 2788.981689
	Iteration 19Q: 3 clusters Score -472546.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -472578.968750 Penalty: 2788.981689
	Iteration 20F: 3 clusters Score -472579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -472601.281250 Penalty: 2788.981689
	Iteration 21Q: 3 clusters Score -472601.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -472614.687500 Penalty: 2788.981689
	Iteration 22Q: 3 clusters Score -472614.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -472624.562500 Penalty: 2788.981689
	Iteration 23Q: 3 clusters Score -472624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -472635.000000 Penalty: 2788.981689
	Iteration 24Q: 3 clusters Score -472635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -472643.250000 Penalty: 2788.981689
	Iteration 25Q: 3 clusters Score -472643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -472645.562500 Penalty: 2788.981689
	Iteration 26Q: 3 clusters Score -472645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -472648.250000 Penalty: 2788.981689
	Iteration 27Q: 3 clusters Score -472648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -472652.593750 Penalty: 2788.981689
	Iteration 28Q: 3 clusters Score -472652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -472658.000000 Penalty: 2788.981689
	Iteration 29Q: 3 clusters Score -472658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -472661.093750 Penalty: 2788.981689
	Iteration 30Q: 3 clusters Score -472661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -472661.718750 Penalty: 2788.981689
	Iteration 31Q: 3 clusters Score -472661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -472665.812500 Penalty: 2788.981689
	Iteration 32Q: 3 clusters Score -472665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -472669.218750 Penalty: 2788.981689
	Iteration 33Q: 3 clusters Score -472669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -472669.593750 Penalty: 2788.981689
	Iteration 34Q: 3 clusters Score -472669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -472672.656250 Penalty: 2788.981689
	Iteration 35Q: 3 clusters Score -472672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -472673.343750 Penalty: 2788.981689
	Iteration 36Q: 3 clusters Score -472673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -472674.875000 Penalty: 2788.981689
	Iteration 37Q: 3 clusters Score -472674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -472675.343750 Penalty: 2788.981689
	Iteration 38Q: 3 clusters Score -472675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -472675.343750 Penalty: 2788.981689
	Iteration 39Q: 3 clusters Score -472675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -472675.093750 Penalty: 2788.981689
	Iteration 40F: 3 clusters Score -472675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -187154.750000 Penalty: 1241.050537
	Iteration 0F: 2 clusters Score -187154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -184994.296875 Penalty: 2482.101074
	Iteration 0F: 3 clusters Score -184994.3 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -185448.625000 Penalty: 2482.101074
	Iteration 1F: 3 clusters Score -185448.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -185557.375000 Penalty: 2482.101074
	Iteration 2F: 3 clusters Score -185557.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -185644.750000 Penalty: 2482.101074
	Iteration 3F: 3 clusters Score -185644.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -185712.046875 Penalty: 2482.101074
	Iteration 4Q: 3 clusters Score -185712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -185767.859375 Penalty: 2482.101074
	Iteration 5Q: 3 clusters Score -185767.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -185806.859375 Penalty: 2482.101074
	Iteration 6Q: 3 clusters Score -185806.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -185836.015625 Penalty: 2482.101074
	Iteration 7Q: 3 clusters Score -185836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -185859.687500 Penalty: 2482.101074
	Iteration 8Q: 3 clusters Score -185859.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -185884.296875 Penalty: 2482.101074
	Iteration 9Q: 3 clusters Score -185884.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -185910.921875 Penalty: 2482.101074
	Iteration 10Q: 3 clusters Score -185910.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -185928.328125 Penalty: 2482.101074
	Iteration 11Q: 3 clusters Score -185928.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -185944.593750 Penalty: 2482.101074
	Iteration 12Q: 3 clusters Score -185944.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -185954.437500 Penalty: 2482.101074
	Iteration 13Q: 3 clusters Score -185954.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -185968.343750 Penalty: 2482.101074
	Iteration 14Q: 3 clusters Score -185968.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -185983.781250 Penalty: 2482.101074
	Iteration 15Q: 3 clusters Score -185983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -185990.390625 Penalty: 2482.101074
	Iteration 16Q: 3 clusters Score -185990.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -185997.890625 Penalty: 2482.101074
	Iteration 17Q: 3 clusters Score -185997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -186003.546875 Penalty: 2482.101074
	Iteration 18Q: 3 clusters Score -186003.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -186008.203125 Penalty: 2482.101074
	Iteration 19Q: 3 clusters Score -186008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -186014.750000 Penalty: 2482.101074
	Iteration 20F: 3 clusters Score -186014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -186020.265625 Penalty: 2482.101074
	Iteration 21Q: 3 clusters Score -186020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -186026.187500 Penalty: 2482.101074
	Iteration 22Q: 3 clusters Score -186026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -186030.593750 Penalty: 2482.101074
	Iteration 23Q: 3 clusters Score -186030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -186037.687500 Penalty: 2482.101074
	Iteration 24Q: 3 clusters Score -186037.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -186042.500000 Penalty: 2482.101074
	Iteration 25Q: 3 clusters Score -186042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -186047.640625 Penalty: 2482.101074
	Iteration 26Q: 3 clusters Score -186047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -186050.578125 Penalty: 2482.101074
	Iteration 27Q: 3 clusters Score -186050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -186051.609375 Penalty: 2482.101074
	Iteration 28Q: 3 clusters Score -186051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -186052.359375 Penalty: 2482.101074
	Iteration 29Q: 3 clusters Score -186052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -186052.359375 Penalty: 2482.101074
	Iteration 30F: 3 clusters Score -186052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -542156.000000 Penalty: 1411.764160
	Iteration 0F: 2 clusters Score -542156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -537617.625000 Penalty: 2823.528320
	Iteration 0F: 3 clusters Score -537617.6 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -538935.312500 Penalty: 2823.528320
	Iteration 1F: 3 clusters Score -538935.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -539124.625000 Penalty: 2823.528320
	Iteration 2F: 3 clusters Score -539124.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -539232.187500 Penalty: 2823.528320
	Iteration 3Q: 3 clusters Score -539232.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -539302.312500 Penalty: 2823.528320
	Iteration 4Q: 3 clusters Score -539302.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -539344.750000 Penalty: 2823.528320
	Iteration 5Q: 3 clusters Score -539344.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -539382.687500 Penalty: 2823.528320
	Iteration 6Q: 3 clusters Score -539382.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -539422.375000 Penalty: 2823.528320
	Iteration 7Q: 3 clusters Score -539422.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -539458.750000 Penalty: 2823.528320
	Iteration 8Q: 3 clusters Score -539458.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -539491.437500 Penalty: 2823.528320
	Iteration 9Q: 3 clusters Score -539491.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -539526.125000 Penalty: 2823.528320
	Iteration 10Q: 3 clusters Score -539526.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -539549.687500 Penalty: 2823.528320
	Iteration 11Q: 3 clusters Score -539549.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -539568.500000 Penalty: 2823.528320
	Iteration 12Q: 3 clusters Score -539568.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -539586.437500 Penalty: 2823.528320
	Iteration 13Q: 3 clusters Score -539586.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -539603.625000 Penalty: 2823.528320
	Iteration 14Q: 3 clusters Score -539603.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -539624.250000 Penalty: 2823.528320
	Iteration 15Q: 3 clusters Score -539624.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -539645.125000 Penalty: 2823.528320
	Iteration 16Q: 3 clusters Score -539645.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -539662.500000 Penalty: 2823.528320
	Iteration 17Q: 3 clusters Score -539662.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -539676.500000 Penalty: 2823.528320
	Iteration 18Q: 3 clusters Score -539676.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -539694.250000 Penalty: 2823.528320
	Iteration 19Q: 3 clusters Score -539694.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -539702.375000 Penalty: 2823.528320
	Iteration 20F: 3 clusters Score -539702.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -539710.375000 Penalty: 2823.528320
	Iteration 21Q: 3 clusters Score -539710.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -539719.812500 Penalty: 2823.528320
	Iteration 22Q: 3 clusters Score -539719.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -539726.125000 Penalty: 2823.528320
	Iteration 23Q: 3 clusters Score -539726.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -539735.937500 Penalty: 2823.528320
	Iteration 24Q: 3 clusters Score -539735.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -539742.437500 Penalty: 2823.528320
	Iteration 25Q: 3 clusters Score -539742.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -539749.687500 Penalty: 2823.528320
	Iteration 26Q: 3 clusters Score -539749.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -539758.312500 Penalty: 2823.528320
	Iteration 27Q: 3 clusters Score -539758.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -539769.562500 Penalty: 2823.528320
	Iteration 28Q: 3 clusters Score -539769.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -539785.562500 Penalty: 2823.528320
	Iteration 29Q: 3 clusters Score -539785.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -539803.062500 Penalty: 2823.528320
	Iteration 30Q: 3 clusters Score -539803.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -539814.187500 Penalty: 2823.528320
	Iteration 31Q: 3 clusters Score -539814.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -539828.812500 Penalty: 2823.528320
	Iteration 32Q: 3 clusters Score -539828.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -539843.500000 Penalty: 2823.528320
	Iteration 33Q: 3 clusters Score -539843.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -539863.562500 Penalty: 2823.528320
	Iteration 34Q: 3 clusters Score -539863.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -539883.750000 Penalty: 2823.528320
	Iteration 35Q: 3 clusters Score -539883.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -539910.375000 Penalty: 2823.528320
	Iteration 36Q: 3 clusters Score -539910.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -539938.062500 Penalty: 2823.528320
	Iteration 37Q: 3 clusters Score -539938.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -539964.312500 Penalty: 2823.528320
	Iteration 38Q: 3 clusters Score -539964.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -539993.375000 Penalty: 2823.528320
	Iteration 39Q: 3 clusters Score -539993.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -540017.687500 Penalty: 2823.528320
	Iteration 40F: 3 clusters Score -540017.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -540042.000000 Penalty: 2823.528320
	Iteration 41Q: 3 clusters Score -540042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -540073.375000 Penalty: 2823.528320
	Iteration 42Q: 3 clusters Score -540073.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -540106.375000 Penalty: 2823.528320
	Iteration 43Q: 3 clusters Score -540106.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -540146.625000 Penalty: 2823.528320
	Iteration 44Q: 3 clusters Score -540146.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -540194.625000 Penalty: 2823.528320
	Iteration 45Q: 3 clusters Score -540194.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -540246.937500 Penalty: 2823.528320
	Iteration 46Q: 3 clusters Score -540246.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -540299.187500 Penalty: 2823.528320
	Iteration 47Q: 3 clusters Score -540299.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -540367.375000 Penalty: 2823.528320
	Iteration 48Q: 3 clusters Score -540367.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -540438.750000 Penalty: 2823.528320
	Iteration 49Q: 3 clusters Score -540438.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -540506.000000 Penalty: 2823.528320
	Iteration 50Q: 3 clusters Score -540506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -540574.812500 Penalty: 2823.528320
	Iteration 51Q: 3 clusters Score -540574.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -540636.875000 Penalty: 2823.528320
	Iteration 52Q: 3 clusters Score -540636.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -540684.750000 Penalty: 2823.528320
	Iteration 53Q: 3 clusters Score -540684.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -540733.812500 Penalty: 2823.528320
	Iteration 54Q: 3 clusters Score -540733.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -540767.500000 Penalty: 2823.528320
	Iteration 55Q: 3 clusters Score -540767.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -540794.562500 Penalty: 2823.528320
	Iteration 56Q: 3 clusters Score -540794.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -540819.562500 Penalty: 2823.528320
	Iteration 57Q: 3 clusters Score -540819.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -540840.187500 Penalty: 2823.528320
	Iteration 58Q: 3 clusters Score -540840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -540851.437500 Penalty: 2823.528320
	Iteration 59Q: 3 clusters Score -540851.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -540860.187500 Penalty: 2823.528320
	Iteration 60F: 3 clusters Score -540860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -540867.625000 Penalty: 2823.528320
	Iteration 61Q: 3 clusters Score -540867.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -540878.500000 Penalty: 2823.528320
	Iteration 62Q: 3 clusters Score -540878.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -540886.125000 Penalty: 2823.528320
	Iteration 63Q: 3 clusters Score -540886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -540893.125000 Penalty: 2823.528320
	Iteration 64Q: 3 clusters Score -540893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -540897.875000 Penalty: 2823.528320
	Iteration 65Q: 3 clusters Score -540897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -540905.625000 Penalty: 2823.528320
	Iteration 66Q: 3 clusters Score -540905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -540916.750000 Penalty: 2823.528320
	Iteration 67Q: 3 clusters Score -540916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -540925.187500 Penalty: 2823.528320
	Iteration 68Q: 3 clusters Score -540925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -540932.187500 Penalty: 2823.528320
	Iteration 69Q: 3 clusters Score -540932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -540936.437500 Penalty: 2823.528320
	Iteration 70Q: 3 clusters Score -540936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -540937.875000 Penalty: 2823.528320
	Iteration 71Q: 3 clusters Score -540937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -540937.875000 Penalty: 2823.528320
	Iteration 72F: 3 clusters Score -540937.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Entering Unmasked Estep 
Score: -409433.250000 Penalty: 1367.355469
	Iteration 0F: 2 clusters Score -409433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -405793.406250 Penalty: 2734.710938
	Iteration 0F: 3 clusters Score -405793.4 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -406750.625000 Penalty: 2734.710938
	Iteration 1F: 3 clusters Score -406750.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -406882.937500 Penalty: 2734.710938
	Iteration 2F: 3 clusters Score -406882.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -406967.031250 Penalty: 2734.710938
	Iteration 3Q: 3 clusters Score -406967 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -407029.687500 Penalty: 2734.710938
	Iteration 4Q: 3 clusters Score -407029.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -407070.000000 Penalty: 2734.710938
	Iteration 5Q: 3 clusters Score -407070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -407103.468750 Penalty: 2734.710938
	Iteration 6Q: 3 clusters Score -407103.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -407134.312500 Penalty: 2734.710938
	Iteration 7Q: 3 clusters Score -407134.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -407160.562500 Penalty: 2734.710938
	Iteration 8Q: 3 clusters Score -407160.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -407184.187500 Penalty: 2734.710938
	Iteration 9Q: 3 clusters Score -407184.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -407201.062500 Penalty: 2734.710938
	Iteration 10Q: 3 clusters Score -407201.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -407216.968750 Penalty: 2734.710938
	Iteration 11Q: 3 clusters Score -407217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -407230.281250 Penalty: 2734.710938
	Iteration 12Q: 3 clusters Score -407230.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -407240.468750 Penalty: 2734.710938
	Iteration 13Q: 3 clusters Score -407240.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -407248.093750 Penalty: 2734.710938
	Iteration 14Q: 3 clusters Score -407248.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -407256.781250 Penalty: 2734.710938
	Iteration 15Q: 3 clusters Score -407256.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -407266.718750 Penalty: 2734.710938
	Iteration 16Q: 3 clusters Score -407266.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -407276.625000 Penalty: 2734.710938
	Iteration 17Q: 3 clusters Score -407276.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -407289.312500 Penalty: 2734.710938
	Iteration 18Q: 3 clusters Score -407289.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -407300.093750 Penalty: 2734.710938
	Iteration 19Q: 3 clusters Score -407300.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -407321.500000 Penalty: 2734.710938
	Iteration 20F: 3 clusters Score -407321.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -407343.562500 Penalty: 2734.710938
	Iteration 21Q: 3 clusters Score -407343.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -407369.187500 Penalty: 2734.710938
	Iteration 22Q: 3 clusters Score -407369.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -407392.062500 Penalty: 2734.710938
	Iteration 23Q: 3 clusters Score -407392.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -407411.406250 Penalty: 2734.710938
	Iteration 24Q: 3 clusters Score -407411.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -407434.875000 Penalty: 2734.710938
	Iteration 25Q: 3 clusters Score -407434.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -407457.562500 Penalty: 2734.710938
	Iteration 26Q: 3 clusters Score -407457.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -407479.406250 Penalty: 2734.710938
	Iteration 27Q: 3 clusters Score -407479.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -407505.062500 Penalty: 2734.710938
	Iteration 28Q: 3 clusters Score -407505.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -407531.437500 Penalty: 2734.710938
	Iteration 29Q: 3 clusters Score -407531.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -407558.968750 Penalty: 2734.710938
	Iteration 30Q: 3 clusters Score -407559 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -407585.875000 Penalty: 2734.710938
	Iteration 31Q: 3 clusters Score -407585.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -407610.875000 Penalty: 2734.710938
	Iteration 32Q: 3 clusters Score -407610.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -407635.406250 Penalty: 2734.710938
	Iteration 33Q: 3 clusters Score -407635.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -407657.937500 Penalty: 2734.710938
	Iteration 34Q: 3 clusters Score -407657.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -407679.718750 Penalty: 2734.710938
	Iteration 35Q: 3 clusters Score -407679.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -407701.312500 Penalty: 2734.710938
	Iteration 36Q: 3 clusters Score -407701.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -407723.843750 Penalty: 2734.710938
	Iteration 37Q: 3 clusters Score -407723.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -407749.906250 Penalty: 2734.710938
	Iteration 38Q: 3 clusters Score -407749.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -407775.718750 Penalty: 2734.710938
	Iteration 39Q: 3 clusters Score -407775.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -407797.906250 Penalty: 2734.710938
	Iteration 40F: 3 clusters Score -407797.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -407820.250000 Penalty: 2734.710938
	Iteration 41Q: 3 clusters Score -407820.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -407838.437500 Penalty: 2734.710938
	Iteration 42Q: 3 clusters Score -407838.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -407849.031250 Penalty: 2734.710938
	Iteration 43Q: 3 clusters Score -407849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -407860.687500 Penalty: 2734.710938
	Iteration 44Q: 3 clusters Score -407860.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -407871.375000 Penalty: 2734.710938
	Iteration 45Q: 3 clusters Score -407871.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -407878.625000 Penalty: 2734.710938
	Iteration 46Q: 3 clusters Score -407878.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -407883.250000 Penalty: 2734.710938
	Iteration 47Q: 3 clusters Score -407883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -407887.218750 Penalty: 2734.710938
	Iteration 48Q: 3 clusters Score -407887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -407890.937500 Penalty: 2734.710938
	Iteration 49Q: 3 clusters Score -407890.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -407896.656250 Penalty: 2734.710938
	Iteration 50Q: 3 clusters Score -407896.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -407902.250000 Penalty: 2734.710938
	Iteration 51Q: 3 clusters Score -407902.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -407910.156250 Penalty: 2734.710938
	Iteration 52Q: 3 clusters Score -407910.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -407922.093750 Penalty: 2734.710938
	Iteration 53Q: 3 clusters Score -407922.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -407931.687500 Penalty: 2734.710938
	Iteration 54Q: 3 clusters Score -407931.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -407940.406250 Penalty: 2734.710938
	Iteration 55Q: 3 clusters Score -407940.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -407956.937500 Penalty: 2734.710938
	Iteration 56Q: 3 clusters Score -407956.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -407972.406250 Penalty: 2734.710938
	Iteration 57Q: 3 clusters Score -407972.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -407995.718750 Penalty: 2734.710938
	Iteration 58Q: 3 clusters Score -407995.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -408026.031250 Penalty: 2734.710938
	Iteration 59Q: 3 clusters Score -408026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -408059.093750 Penalty: 2734.710938
	Iteration 60F: 3 clusters Score -408059.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -408089.562500 Penalty: 2734.710938
	Iteration 61Q: 3 clusters Score -408089.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -408115.406250 Penalty: 2734.710938
	Iteration 62Q: 3 clusters Score -408115.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -408145.968750 Penalty: 2734.710938
	Iteration 63Q: 3 clusters Score -408146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -408169.218750 Penalty: 2734.710938
	Iteration 64Q: 3 clusters Score -408169.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -408180.656250 Penalty: 2734.710938
	Iteration 65Q: 3 clusters Score -408180.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -408196.343750 Penalty: 2734.710938
	Iteration 66Q: 3 clusters Score -408196.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -408210.781250 Penalty: 2734.710938
	Iteration 67Q: 3 clusters Score -408210.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -408222.500000 Penalty: 2734.710938
	Iteration 68Q: 3 clusters Score -408222.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -408234.406250 Penalty: 2734.710938
	Iteration 69Q: 3 clusters Score -408234.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -408244.500000 Penalty: 2734.710938
	Iteration 70Q: 3 clusters Score -408244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -408248.156250 Penalty: 2734.710938
	Iteration 71Q: 3 clusters Score -408248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -408250.875000 Penalty: 2734.710938
	Iteration 72Q: 3 clusters Score -408250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -408251.437500 Penalty: 2734.710938
	Iteration 73Q: 3 clusters Score -408251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -408252.406250 Penalty: 2734.710938
	Iteration 74Q: 3 clusters Score -408252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -408251.843750 Penalty: 2734.710938
	Iteration 75Q: 3 clusters Score -408251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -408251.718750 Penalty: 2734.710938
	Iteration 76Q: 3 clusters Score -408251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -408251.718750 Penalty: 2734.710938
	Iteration 77F: 3 clusters Score -408251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8317 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 121772 members 
Mstep: Class 9 contains 5403 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 49171 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 13752 members 
Mstep: Class 16 contains 41254 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 71651 members 
Mstep: Class 19 contains 167772 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 7852 members 
Mstep: Class 22 contains 1148 members 
Mstep: Class 23 contains 16130 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589064.000000 Penalty: 58203.625000
Iteration 119Q: 28 clusters Score -5.158906e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 21653 members 
Mstep: Class 8 contains 121798 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 49173 members 
Mstep: Class 13 contains 4038 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 13763 members 
Mstep: Class 16 contains 41254 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 71643 members 
Mstep: Class 19 contains 167753 members 
Mstep: Class 20 contains 4359 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16147 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589160.000000 Penalty: 58203.625000
Iteration 120F: 28 clusters Score -5.158916e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 121826 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 49178 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 13771 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71641 members 
Mstep: Class 19 contains 167731 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7852 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16165 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589164.000000 Penalty: 58203.625000
Iteration 121Q: 28 clusters Score -5.158916e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 121847 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 49181 members 
Mstep: Class 13 contains 4034 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 13775 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71639 members 
Mstep: Class 19 contains 167719 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 7856 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16181 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589124.000000 Penalty: 58203.625000
Iteration 122Q: 28 clusters Score -5.158912e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 21652 members 
Mstep: Class 8 contains 121872 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 49180 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 13776 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71637 members 
Mstep: Class 19 contains 167708 members 
Mstep: Class 20 contains 4341 members 
Mstep: Class 21 contains 7858 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16193 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589168.000000 Penalty: 58203.625000
Iteration 123Q: 28 clusters Score -5.158917e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 21653 members 
Mstep: Class 8 contains 121889 members 
Mstep: Class 9 contains 5403 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 49184 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71635 members 
Mstep: Class 19 contains 167698 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16208 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 2075 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589132.000000 Penalty: 58203.625000
Iteration 124Q: 28 clusters Score -5.158913e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 121909 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 49190 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 13780 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71633 members 
Mstep: Class 19 contains 167688 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16217 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 5934 members 
Mstep: Class 27 contains 4524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589168.000000 Penalty: 58203.625000
Iteration 125Q: 28 clusters Score -5.158917e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 21651 members 
Mstep: Class 8 contains 121937 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 49193 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 13779 members 
Mstep: Class 16 contains 41254 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71632 members 
Mstep: Class 19 contains 167672 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16231 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 5934 members 
Mstep: Class 27 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589208.000000 Penalty: 58203.625000
Iteration 126Q: 28 clusters Score -5.158921e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 21652 members 
Mstep: Class 8 contains 121958 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 49200 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 13779 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71631 members 
Mstep: Class 19 contains 167653 members 
Mstep: Class 20 contains 4314 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 1146 members 
Mstep: Class 23 contains 16247 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2080 members 
Mstep: Class 26 contains 5934 members 
Mstep: Class 27 contains 4530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589212.000000 Penalty: 58203.625000
Iteration 127Q: 28 clusters Score -5.158921e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 21652 members 
Mstep: Class 8 contains 121971 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 49198 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 13779 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71633 members 
Mstep: Class 19 contains 167643 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 7865 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 16262 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2082 members 
Mstep: Class 26 contains 5934 members 
Mstep: Class 27 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589196.000000 Penalty: 58203.625000
Iteration 128Q: 28 clusters Score -5.15892e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 21652 members 
Mstep: Class 8 contains 121991 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 49201 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 13780 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71628 members 
Mstep: Class 19 contains 167633 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 7863 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 16278 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2082 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589196.000000 Penalty: 58203.625000
Iteration 129Q: 28 clusters Score -5.15892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 21653 members 
Mstep: Class 8 contains 122007 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 49204 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71628 members 
Mstep: Class 19 contains 167620 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 16294 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2080 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589180.000000 Penalty: 58203.625000
Iteration 130Q: 28 clusters Score -5.158918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 21656 members 
Mstep: Class 8 contains 122009 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1148 members 
Mstep: Class 12 contains 49203 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 13783 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 167609 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 16313 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2079 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589212.000000 Penalty: 58203.625000
Iteration 131Q: 28 clusters Score -5.158921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122022 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 49202 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 41255 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71627 members 
Mstep: Class 19 contains 167596 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 16330 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589228.000000 Penalty: 58203.625000
Iteration 132Q: 28 clusters Score -5.158923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 21658 members 
Mstep: Class 8 contains 122028 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1145 members 
Mstep: Class 12 contains 49202 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 13780 members 
Mstep: Class 16 contains 41254 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71628 members 
Mstep: Class 19 contains 167593 members 
Mstep: Class 20 contains 4294 members 
Mstep: Class 21 contains 7863 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 16338 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589192.000000 Penalty: 58203.625000
Iteration 133Q: 28 clusters Score -5.158919e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 21658 members 
Mstep: Class 8 contains 122031 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 49208 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13780 members 
Mstep: Class 16 contains 41253 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71629 members 
Mstep: Class 19 contains 167580 members 
Mstep: Class 20 contains 4294 members 
Mstep: Class 21 contains 7865 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589220.000000 Penalty: 58203.625000
Iteration 134Q: 28 clusters Score -5.158922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122032 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 49208 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 13780 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71628 members 
Mstep: Class 19 contains 167568 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7865 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589272.000000 Penalty: 58203.625000
Iteration 135Q: 28 clusters Score -5.158927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122034 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 49210 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 13780 members 
Mstep: Class 16 contains 41251 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71628 members 
Mstep: Class 19 contains 167554 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7865 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 23 contains 16366 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 4547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589212.000000 Penalty: 58203.625000
Iteration 136Q: 28 clusters Score -5.158921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 49208 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 13780 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71629 members 
Mstep: Class 19 contains 167541 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 16375 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5935 members 
Mstep: Class 27 contains 4553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589232.000000 Penalty: 58203.625000
Iteration 137Q: 28 clusters Score -5.158923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122036 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 49206 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 167524 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 16391 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589196.000000 Penalty: 58203.625000
Iteration 138Q: 28 clusters Score -5.15892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 49206 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 167514 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 16402 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589184.000000 Penalty: 58203.625000
Iteration 139Q: 28 clusters Score -5.158918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122036 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 49205 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 167501 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589192.000000 Penalty: 58203.625000
Iteration 140F: 28 clusters Score -5.158919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122036 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 49202 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 167492 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 16428 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589200.000000 Penalty: 58203.625000
Iteration 141Q: 28 clusters Score -5.15892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 49200 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71631 members 
Mstep: Class 19 contains 167485 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 16438 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589232.000000 Penalty: 58203.625000
Iteration 142Q: 28 clusters Score -5.158923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 21660 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 49196 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71632 members 
Mstep: Class 19 contains 167479 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 16446 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589220.000000 Penalty: 58203.625000
Iteration 143Q: 28 clusters Score -5.158922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8339 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 49196 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71632 members 
Mstep: Class 19 contains 167471 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 16450 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589232.000000 Penalty: 58203.625000
Iteration 144Q: 28 clusters Score -5.158923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8339 members 
Mstep: Class 7 contains 21659 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 49195 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71632 members 
Mstep: Class 19 contains 167463 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 1145 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589224.000000 Penalty: 58203.625000
Iteration 145Q: 28 clusters Score -5.158922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8339 members 
Mstep: Class 7 contains 21660 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 49196 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71633 members 
Mstep: Class 19 contains 167458 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589252.000000 Penalty: 58203.625000
Iteration 146Q: 28 clusters Score -5.158925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 21661 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 49194 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71634 members 
Mstep: Class 19 contains 167456 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16455 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589224.000000 Penalty: 58203.625000
Iteration 147Q: 28 clusters Score -5.158922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 21662 members 
Mstep: Class 8 contains 122035 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 49194 members 
Mstep: Class 13 contains 4006 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71634 members 
Mstep: Class 19 contains 167453 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16457 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589228.000000 Penalty: 58203.625000
Iteration 148Q: 28 clusters Score -5.158923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 21662 members 
Mstep: Class 8 contains 122036 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 49195 members 
Mstep: Class 13 contains 4006 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71634 members 
Mstep: Class 19 contains 167450 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589200.000000 Penalty: 58203.625000
Iteration 149Q: 28 clusters Score -5.15892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 21662 members 
Mstep: Class 8 contains 122036 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 49195 members 
Mstep: Class 13 contains 4006 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 71634 members 
Mstep: Class 19 contains 167450 members 
Mstep: Class 20 contains 4293 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 1147 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589200.000000 Penalty: 58203.625000
Iteration 150F: 28 clusters Score -5.15892e+07 nChanged 0
Entering ConstructFrom: 
Score: -51589200.000000 Penalty: 58203.625000
Entering ConstructFrom: 
Trying to split cluster 1 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -335586.000000 Penalty: 1329.028809
	Iteration 0F: 2 clusters Score -335586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -332456.531250 Penalty: 2658.057617
	Iteration 0F: 3 clusters Score -332456.5 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -333225.656250 Penalty: 2658.057617
	Iteration 1F: 3 clusters Score -333225.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -333354.000000 Penalty: 2658.057617
	Iteration 2F: 3 clusters Score -333354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -333441.531250 Penalty: 2658.057617
	Iteration 3Q: 3 clusters Score -333441.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -333502.031250 Penalty: 2658.057617
	Iteration 4Q: 3 clusters Score -333502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -333561.062500 Penalty: 2658.057617
	Iteration 5Q: 3 clusters Score -333561.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -333622.062500 Penalty: 2658.057617
	Iteration 6Q: 3 clusters Score -333622.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -333679.562500 Penalty: 2658.057617
	Iteration 7Q: 3 clusters Score -333679.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -333727.500000 Penalty: 2658.057617
	Iteration 8Q: 3 clusters Score -333727.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -333768.281250 Penalty: 2658.057617
	Iteration 9Q: 3 clusters Score -333768.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -333823.750000 Penalty: 2658.057617
	Iteration 10Q: 3 clusters Score -333823.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -333881.125000 Penalty: 2658.057617
	Iteration 11Q: 3 clusters Score -333881.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -333933.750000 Penalty: 2658.057617
	Iteration 12Q: 3 clusters Score -333933.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -333981.906250 Penalty: 2658.057617
	Iteration 13Q: 3 clusters Score -333981.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -334024.187500 Penalty: 2658.057617
	Iteration 14Q: 3 clusters Score -334024.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -334058.187500 Penalty: 2658.057617
	Iteration 15Q: 3 clusters Score -334058.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -334082.375000 Penalty: 2658.057617
	Iteration 16Q: 3 clusters Score -334082.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -334112.500000 Penalty: 2658.057617
	Iteration 17Q: 3 clusters Score -334112.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -334140.625000 Penalty: 2658.057617
	Iteration 18Q: 3 clusters Score -334140.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -334164.468750 Penalty: 2658.057617
	Iteration 19Q: 3 clusters Score -334164.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -334189.062500 Penalty: 2658.057617
	Iteration 20F: 3 clusters Score -334189.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -334220.562500 Penalty: 2658.057617
	Iteration 21Q: 3 clusters Score -334220.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -334245.375000 Penalty: 2658.057617
	Iteration 22Q: 3 clusters Score -334245.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -334272.562500 Penalty: 2658.057617
	Iteration 23Q: 3 clusters Score -334272.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -334294.812500 Penalty: 2658.057617
	Iteration 24Q: 3 clusters Score -334294.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -334313.500000 Penalty: 2658.057617
	Iteration 25Q: 3 clusters Score -334313.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -334331.312500 Penalty: 2658.057617
	Iteration 26Q: 3 clusters Score -334331.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -334346.062500 Penalty: 2658.057617
	Iteration 27Q: 3 clusters Score -334346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -334351.781250 Penalty: 2658.057617
	Iteration 28Q: 3 clusters Score -334351.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -334359.593750 Penalty: 2658.057617
	Iteration 29Q: 3 clusters Score -334359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -334365.406250 Penalty: 2658.057617
	Iteration 30Q: 3 clusters Score -334365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -334371.593750 Penalty: 2658.057617
	Iteration 31Q: 3 clusters Score -334371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -334374.468750 Penalty: 2658.057617
	Iteration 32Q: 3 clusters Score -334374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -334375.750000 Penalty: 2658.057617
	Iteration 33Q: 3 clusters Score -334375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -334375.750000 Penalty: 2658.057617
	Iteration 34F: 3 clusters Score -334375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Entering Unmasked Estep 
Score: -436290.968750 Penalty: 1385.048218
	Iteration 0F: 2 clusters Score -436291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -432279.468750 Penalty: 2770.096436
	Iteration 0F: 3 clusters Score -432279.5 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -433357.312500 Penalty: 2770.096436
	Iteration 1F: 3 clusters Score -433357.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -433558.437500 Penalty: 2770.096436
	Iteration 2F: 3 clusters Score -433558.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -433713.593750 Penalty: 2770.096436
	Iteration 3F: 3 clusters Score -433713.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -433840.062500 Penalty: 2770.096436
	Iteration 4Q: 3 clusters Score -433840.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -433959.406250 Penalty: 2770.096436
	Iteration 5Q: 3 clusters Score -433959.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -434089.375000 Penalty: 2770.096436
	Iteration 6Q: 3 clusters Score -434089.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -434228.531250 Penalty: 2770.096436
	Iteration 7Q: 3 clusters Score -434228.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -434376.531250 Penalty: 2770.096436
	Iteration 8Q: 3 clusters Score -434376.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -434515.093750 Penalty: 2770.096436
	Iteration 9Q: 3 clusters Score -434515.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -434657.500000 Penalty: 2770.096436
	Iteration 10Q: 3 clusters Score -434657.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -434776.750000 Penalty: 2770.096436
	Iteration 11Q: 3 clusters Score -434776.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -434895.500000 Penalty: 2770.096436
	Iteration 12Q: 3 clusters Score -434895.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -434965.531250 Penalty: 2770.096436
	Iteration 13Q: 3 clusters Score -434965.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -435008.093750 Penalty: 2770.096436
	Iteration 14Q: 3 clusters Score -435008.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -435038.687500 Penalty: 2770.096436
	Iteration 15Q: 3 clusters Score -435038.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -435058.031250 Penalty: 2770.096436
	Iteration 16Q: 3 clusters Score -435058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -435070.718750 Penalty: 2770.096436
	Iteration 17Q: 3 clusters Score -435070.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -435084.687500 Penalty: 2770.096436
	Iteration 18Q: 3 clusters Score -435084.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -435094.125000 Penalty: 2770.096436
	Iteration 19Q: 3 clusters Score -435094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -435101.718750 Penalty: 2770.096436
	Iteration 20F: 3 clusters Score -435101.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -435107.343750 Penalty: 2770.096436
	Iteration 21Q: 3 clusters Score -435107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -435109.718750 Penalty: 2770.096436
	Iteration 22Q: 3 clusters Score -435109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -435111.500000 Penalty: 2770.096436
	Iteration 23Q: 3 clusters Score -435111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -435116.218750 Penalty: 2770.096436
	Iteration 24Q: 3 clusters Score -435116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -435119.250000 Penalty: 2770.096436
	Iteration 25Q: 3 clusters Score -435119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -435121.843750 Penalty: 2770.096436
	Iteration 26Q: 3 clusters Score -435121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -435125.937500 Penalty: 2770.096436
	Iteration 27Q: 3 clusters Score -435125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -435132.718750 Penalty: 2770.096436
	Iteration 28Q: 3 clusters Score -435132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -435139.093750 Penalty: 2770.096436
	Iteration 29Q: 3 clusters Score -435139.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -435148.093750 Penalty: 2770.096436
	Iteration 30Q: 3 clusters Score -435148.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -435157.062500 Penalty: 2770.096436
	Iteration 31Q: 3 clusters Score -435157.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -435162.968750 Penalty: 2770.096436
	Iteration 32Q: 3 clusters Score -435163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -435168.500000 Penalty: 2770.096436
	Iteration 33Q: 3 clusters Score -435168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -435172.906250 Penalty: 2770.096436
	Iteration 34Q: 3 clusters Score -435172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -435176.156250 Penalty: 2770.096436
	Iteration 35Q: 3 clusters Score -435176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -435177.250000 Penalty: 2770.096436
	Iteration 36Q: 3 clusters Score -435177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -435177.968750 Penalty: 2770.096436
	Iteration 37Q: 3 clusters Score -435178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -435180.156250 Penalty: 2770.096436
	Iteration 38Q: 3 clusters Score -435180.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -435182.156250 Penalty: 2770.096436
	Iteration 39Q: 3 clusters Score -435182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -435183.312500 Penalty: 2770.096436
	Iteration 40F: 3 clusters Score -435183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -435186.093750 Penalty: 2770.096436
	Iteration 41Q: 3 clusters Score -435186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -435188.062500 Penalty: 2770.096436
	Iteration 42Q: 3 clusters Score -435188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -435188.562500 Penalty: 2770.096436
	Iteration 43Q: 3 clusters Score -435188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -435188.562500 Penalty: 2770.096436
	Iteration 44Q: 3 clusters Score -435188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -435188.375000 Penalty: 2770.096436
	Iteration 45Q: 3 clusters Score -435188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -435188.500000 Penalty: 2770.096436
	Iteration 46Q: 3 clusters Score -435188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -435191.343750 Penalty: 2770.096436
	Iteration 47Q: 3 clusters Score -435191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -435192.218750 Penalty: 2770.096436
	Iteration 48Q: 3 clusters Score -435192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -435193.843750 Penalty: 2770.096436
	Iteration 49Q: 3 clusters Score -435193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -435193.718750 Penalty: 2770.096436
	Iteration 50Q: 3 clusters Score -435193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -435194.656250 Penalty: 2770.096436
	Iteration 51Q: 3 clusters Score -435194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -435194.750000 Penalty: 2770.096436
	Iteration 52Q: 3 clusters Score -435194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -435195.781250 Penalty: 2770.096436
	Iteration 53Q: 3 clusters Score -435195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -435195.781250 Penalty: 2770.096436
	Iteration 54F: 3 clusters Score -435195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -180084.843750 Penalty: 1245.074585
	Iteration 0F: 2 clusters Score -180084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -177875.296875 Penalty: 2490.149170
	Iteration 0F: 3 clusters Score -177875.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -178439.000000 Penalty: 2490.149170
	Iteration 1F: 3 clusters Score -178439 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -178613.718750 Penalty: 2490.149170
	Iteration 2F: 3 clusters Score -178613.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -178772.953125 Penalty: 2490.149170
	Iteration 3F: 3 clusters Score -178773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -178920.859375 Penalty: 2490.149170
	Iteration 4F: 3 clusters Score -178920.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -179053.343750 Penalty: 2490.149170
	Iteration 5F: 3 clusters Score -179053.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -179148.171875 Penalty: 2490.149170
	Iteration 6Q: 3 clusters Score -179148.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -179250.515625 Penalty: 2490.149170
	Iteration 7Q: 3 clusters Score -179250.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -179347.812500 Penalty: 2490.149170
	Iteration 8Q: 3 clusters Score -179347.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -179433.046875 Penalty: 2490.149170
	Iteration 9Q: 3 clusters Score -179433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -179518.765625 Penalty: 2490.149170
	Iteration 10Q: 3 clusters Score -179518.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -179620.984375 Penalty: 2490.149170
	Iteration 11Q: 3 clusters Score -179621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -179721.765625 Penalty: 2490.149170
	Iteration 12Q: 3 clusters Score -179721.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -179810.093750 Penalty: 2490.149170
	Iteration 13Q: 3 clusters Score -179810.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -179899.687500 Penalty: 2490.149170
	Iteration 14Q: 3 clusters Score -179899.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -179969.218750 Penalty: 2490.149170
	Iteration 15Q: 3 clusters Score -179969.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -180000.390625 Penalty: 2490.149170
	Iteration 16Q: 3 clusters Score -180000.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -180018.546875 Penalty: 2490.149170
	Iteration 17Q: 3 clusters Score -180018.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -180031.000000 Penalty: 2490.149170
	Iteration 18Q: 3 clusters Score -180031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -180042.656250 Penalty: 2490.149170
	Iteration 19Q: 3 clusters Score -180042.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -180052.031250 Penalty: 2490.149170
	Iteration 20F: 3 clusters Score -180052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -180058.984375 Penalty: 2490.149170
	Iteration 21Q: 3 clusters Score -180059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -180062.375000 Penalty: 2490.149170
	Iteration 22Q: 3 clusters Score -180062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180064.281250 Penalty: 2490.149170
	Iteration 23Q: 3 clusters Score -180064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -180065.093750 Penalty: 2490.149170
	Iteration 24Q: 3 clusters Score -180065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -180067.531250 Penalty: 2490.149170
	Iteration 25Q: 3 clusters Score -180067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -180069.656250 Penalty: 2490.149170
	Iteration 26Q: 3 clusters Score -180069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -180070.218750 Penalty: 2490.149170
	Iteration 27Q: 3 clusters Score -180070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -180070.703125 Penalty: 2490.149170
	Iteration 28Q: 3 clusters Score -180070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -180071.593750 Penalty: 2490.149170
	Iteration 29Q: 3 clusters Score -180071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -180072.625000 Penalty: 2490.149170
	Iteration 30Q: 3 clusters Score -180072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -180074.234375 Penalty: 2490.149170
	Iteration 31Q: 3 clusters Score -180074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -180076.296875 Penalty: 2490.149170
	Iteration 32Q: 3 clusters Score -180076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -180076.921875 Penalty: 2490.149170
	Iteration 33Q: 3 clusters Score -180076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -180077.203125 Penalty: 2490.149170
	Iteration 34Q: 3 clusters Score -180077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -180077.625000 Penalty: 2490.149170
	Iteration 35Q: 3 clusters Score -180077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -180077.625000 Penalty: 2490.149170
	Iteration 36F: 3 clusters Score -180077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -101106.335938 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -101106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99499.851562 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -99499.85 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -100040.625000 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -100040.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -100272.226562 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -100272.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -100470.031250 Penalty: 2346.383789
	Iteration 3F: 3 clusters Score -100470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -100657.351562 Penalty: 2346.383789
	Iteration 4F: 3 clusters Score -100657.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -100756.593750 Penalty: 2346.383789
	Iteration 5Q: 3 clusters Score -100756.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100826.273438 Penalty: 2346.383789
	Iteration 6Q: 3 clusters Score -100826.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100866.710938 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -100866.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -100913.210938 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -100913.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -100967.703125 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -100967.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -100984.351562 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -100984.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -100990.046875 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -100990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -100995.156250 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -100995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -100997.656250 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -100997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -101000.539062 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -101000.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -101002.140625 Penalty: 2346.383789
	Iteration 15Q: 3 clusters Score -101002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -101004.203125 Penalty: 2346.383789
	Iteration 16Q: 3 clusters Score -101004.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -101004.203125 Penalty: 2346.383789
	Iteration 17F: 3 clusters Score -101004.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -177636.859375 Penalty: 1248.777344
	Iteration 0F: 2 clusters Score -177636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -175406.078125 Penalty: 2497.554688
	Iteration 0F: 3 clusters Score -175406.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -175956.375000 Penalty: 2497.554688
	Iteration 1F: 3 clusters Score -175956.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -176238.109375 Penalty: 2497.554688
	Iteration 2F: 3 clusters Score -176238.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -176467.218750 Penalty: 2497.554688
	Iteration 3F: 3 clusters Score -176467.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -176627.093750 Penalty: 2497.554688
	Iteration 4F: 3 clusters Score -176627.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -176725.796875 Penalty: 2497.554688
	Iteration 5Q: 3 clusters Score -176725.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -176815.296875 Penalty: 2497.554688
	Iteration 6Q: 3 clusters Score -176815.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -176888.546875 Penalty: 2497.554688
	Iteration 7Q: 3 clusters Score -176888.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -176934.156250 Penalty: 2497.554688
	Iteration 8Q: 3 clusters Score -176934.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -176983.843750 Penalty: 2497.554688
	Iteration 9Q: 3 clusters Score -176983.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -177032.218750 Penalty: 2497.554688
	Iteration 10Q: 3 clusters Score -177032.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -177086.390625 Penalty: 2497.554688
	Iteration 11Q: 3 clusters Score -177086.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -177143.734375 Penalty: 2497.554688
	Iteration 12Q: 3 clusters Score -177143.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -177210.218750 Penalty: 2497.554688
	Iteration 13Q: 3 clusters Score -177210.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -177273.953125 Penalty: 2497.554688
	Iteration 14Q: 3 clusters Score -177274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -177329.984375 Penalty: 2497.554688
	Iteration 15Q: 3 clusters Score -177330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -177373.218750 Penalty: 2497.554688
	Iteration 16Q: 3 clusters Score -177373.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -177399.093750 Penalty: 2497.554688
	Iteration 17Q: 3 clusters Score -177399.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -177424.843750 Penalty: 2497.554688
	Iteration 18Q: 3 clusters Score -177424.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -177448.796875 Penalty: 2497.554688
	Iteration 19Q: 3 clusters Score -177448.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -177465.343750 Penalty: 2497.554688
	Iteration 20F: 3 clusters Score -177465.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -177468.781250 Penalty: 2497.554688
	Iteration 21Q: 3 clusters Score -177468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -177471.437500 Penalty: 2497.554688
	Iteration 22Q: 3 clusters Score -177471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -177474.296875 Penalty: 2497.554688
	Iteration 23Q: 3 clusters Score -177474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -177477.109375 Penalty: 2497.554688
	Iteration 24Q: 3 clusters Score -177477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -177478.140625 Penalty: 2497.554688
	Iteration 25Q: 3 clusters Score -177478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -177478.984375 Penalty: 2497.554688
	Iteration 26Q: 3 clusters Score -177479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -177478.984375 Penalty: 2497.554688
	Iteration 27F: 3 clusters Score -177479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Entering Unmasked Estep 
Score: -680389.187500 Penalty: 1467.222046
	Iteration 0F: 2 clusters Score -680389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -674268.000000 Penalty: 2934.444092
	Iteration 0F: 3 clusters Score -674268 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -676142.562500 Penalty: 2934.444092
	Iteration 1F: 3 clusters Score -676142.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -676370.625000 Penalty: 2934.444092
	Iteration 2F: 3 clusters Score -676370.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -676549.562500 Penalty: 2934.444092
	Iteration 3F: 3 clusters Score -676549.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -676726.375000 Penalty: 2934.444092
	Iteration 4Q: 3 clusters Score -676726.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -676905.062500 Penalty: 2934.444092
	Iteration 5Q: 3 clusters Score -676905.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -677097.750000 Penalty: 2934.444092
	Iteration 6Q: 3 clusters Score -677097.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -677293.375000 Penalty: 2934.444092
	Iteration 7Q: 3 clusters Score -677293.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -677496.437500 Penalty: 2934.444092
	Iteration 8Q: 3 clusters Score -677496.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -677726.062500 Penalty: 2934.444092
	Iteration 9Q: 3 clusters Score -677726.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -677951.312500 Penalty: 2934.444092
	Iteration 10Q: 3 clusters Score -677951.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -678134.437500 Penalty: 2934.444092
	Iteration 11Q: 3 clusters Score -678134.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -678289.812500 Penalty: 2934.444092
	Iteration 12Q: 3 clusters Score -678289.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -678420.000000 Penalty: 2934.444092
	Iteration 13Q: 3 clusters Score -678420 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -678529.937500 Penalty: 2934.444092
	Iteration 14Q: 3 clusters Score -678529.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -678608.625000 Penalty: 2934.444092
	Iteration 15Q: 3 clusters Score -678608.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -678662.500000 Penalty: 2934.444092
	Iteration 16Q: 3 clusters Score -678662.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -678708.375000 Penalty: 2934.444092
	Iteration 17Q: 3 clusters Score -678708.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -678748.062500 Penalty: 2934.444092
	Iteration 18Q: 3 clusters Score -678748.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -678787.250000 Penalty: 2934.444092
	Iteration 19Q: 3 clusters Score -678787.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -678826.500000 Penalty: 2934.444092
	Iteration 20F: 3 clusters Score -678826.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -678863.187500 Penalty: 2934.444092
	Iteration 21Q: 3 clusters Score -678863.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -678892.875000 Penalty: 2934.444092
	Iteration 22Q: 3 clusters Score -678892.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -678920.562500 Penalty: 2934.444092
	Iteration 23Q: 3 clusters Score -678920.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -678949.500000 Penalty: 2934.444092
	Iteration 24Q: 3 clusters Score -678949.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -678966.500000 Penalty: 2934.444092
	Iteration 25Q: 3 clusters Score -678966.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -678991.750000 Penalty: 2934.444092
	Iteration 26Q: 3 clusters Score -678991.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -679015.125000 Penalty: 2934.444092
	Iteration 27Q: 3 clusters Score -679015.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -679033.187500 Penalty: 2934.444092
	Iteration 28Q: 3 clusters Score -679033.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -679063.625000 Penalty: 2934.444092
	Iteration 29Q: 3 clusters Score -679063.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -679089.250000 Penalty: 2934.444092
	Iteration 30Q: 3 clusters Score -679089.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -679113.125000 Penalty: 2934.444092
	Iteration 31Q: 3 clusters Score -679113.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -679135.625000 Penalty: 2934.444092
	Iteration 32Q: 3 clusters Score -679135.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -679153.062500 Penalty: 2934.444092
	Iteration 33Q: 3 clusters Score -679153.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -679173.062500 Penalty: 2934.444092
	Iteration 34Q: 3 clusters Score -679173.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -679185.250000 Penalty: 2934.444092
	Iteration 35Q: 3 clusters Score -679185.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -679196.687500 Penalty: 2934.444092
	Iteration 36Q: 3 clusters Score -679196.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -679206.000000 Penalty: 2934.444092
	Iteration 37Q: 3 clusters Score -679206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -679212.312500 Penalty: 2934.444092
	Iteration 38Q: 3 clusters Score -679212.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -679218.625000 Penalty: 2934.444092
	Iteration 39Q: 3 clusters Score -679218.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -679228.562500 Penalty: 2934.444092
	Iteration 40F: 3 clusters Score -679228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -679234.937500 Penalty: 2934.444092
	Iteration 41Q: 3 clusters Score -679234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -679237.562500 Penalty: 2934.444092
	Iteration 42Q: 3 clusters Score -679237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -679242.500000 Penalty: 2934.444092
	Iteration 43Q: 3 clusters Score -679242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -679248.000000 Penalty: 2934.444092
	Iteration 44Q: 3 clusters Score -679248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -679251.437500 Penalty: 2934.444092
	Iteration 45Q: 3 clusters Score -679251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -679258.750000 Penalty: 2934.444092
	Iteration 46Q: 3 clusters Score -679258.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -679262.062500 Penalty: 2934.444092
	Iteration 47Q: 3 clusters Score -679262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -679263.500000 Penalty: 2934.444092
	Iteration 48Q: 3 clusters Score -679263.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -679264.625000 Penalty: 2934.444092
	Iteration 49Q: 3 clusters Score -679264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -679269.875000 Penalty: 2934.444092
	Iteration 50Q: 3 clusters Score -679269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -679274.000000 Penalty: 2934.444092
	Iteration 51Q: 3 clusters Score -679274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -679277.125000 Penalty: 2934.444092
	Iteration 52Q: 3 clusters Score -679277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -679281.125000 Penalty: 2934.444092
	Iteration 53Q: 3 clusters Score -679281.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -679285.625000 Penalty: 2934.444092
	Iteration 54Q: 3 clusters Score -679285.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -679290.562500 Penalty: 2934.444092
	Iteration 55Q: 3 clusters Score -679290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -679293.562500 Penalty: 2934.444092
	Iteration 56Q: 3 clusters Score -679293.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -679299.062500 Penalty: 2934.444092
	Iteration 57Q: 3 clusters Score -679299.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -679307.812500 Penalty: 2934.444092
	Iteration 58Q: 3 clusters Score -679307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -679313.812500 Penalty: 2934.444092
	Iteration 59Q: 3 clusters Score -679313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -679318.812500 Penalty: 2934.444092
	Iteration 60F: 3 clusters Score -679318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -679322.375000 Penalty: 2934.444092
	Iteration 61Q: 3 clusters Score -679322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -679326.125000 Penalty: 2934.444092
	Iteration 62Q: 3 clusters Score -679326.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -679331.437500 Penalty: 2934.444092
	Iteration 63Q: 3 clusters Score -679331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -679333.750000 Penalty: 2934.444092
	Iteration 64Q: 3 clusters Score -679333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -679335.562500 Penalty: 2934.444092
	Iteration 65Q: 3 clusters Score -679335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -679337.875000 Penalty: 2934.444092
	Iteration 66Q: 3 clusters Score -679337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -679340.062500 Penalty: 2934.444092
	Iteration 67Q: 3 clusters Score -679340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -679342.687500 Penalty: 2934.444092
	Iteration 68Q: 3 clusters Score -679342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -679344.875000 Penalty: 2934.444092
	Iteration 69Q: 3 clusters Score -679344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -679345.625000 Penalty: 2934.444092
	Iteration 70Q: 3 clusters Score -679345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -679347.125000 Penalty: 2934.444092
	Iteration 71Q: 3 clusters Score -679347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -679347.125000 Penalty: 2934.444092
	Iteration 72F: 3 clusters Score -679347.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Entering Unmasked Estep 
Score: -2066180.250000 Penalty: 1622.288574
	Iteration 0F: 2 clusters Score -2066180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2051477.500000 Penalty: 3244.577148
	Iteration 0F: 3 clusters Score -2051478 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2056858.375000 Penalty: 3244.577148
	Iteration 1F: 3 clusters Score -2056858 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2057225.875000 Penalty: 3244.577148
	Iteration 2Q: 3 clusters Score -2057226 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2057675.750000 Penalty: 3244.577148
	Iteration 3Q: 3 clusters Score -2057676 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2058272.000000 Penalty: 3244.577148
	Iteration 4F: 3 clusters Score -2058272 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2059044.125000 Penalty: 3244.577148
	Iteration 5F: 3 clusters Score -2059044 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2060070.375000 Penalty: 3244.577148
	Iteration 6F: 3 clusters Score -2060070 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2061228.500000 Penalty: 3244.577148
	Iteration 7F: 3 clusters Score -2061228 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2062298.500000 Penalty: 3244.577148
	Iteration 8F: 3 clusters Score -2062298 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2063188.500000 Penalty: 3244.577148
	Iteration 9Q: 3 clusters Score -2063188 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2063879.000000 Penalty: 3244.577148
	Iteration 10Q: 3 clusters Score -2063879 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2064284.625000 Penalty: 3244.577148
	Iteration 11Q: 3 clusters Score -2064285 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2064486.875000 Penalty: 3244.577148
	Iteration 12Q: 3 clusters Score -2064487 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2064579.125000 Penalty: 3244.577148
	Iteration 13Q: 3 clusters Score -2064579 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2064637.125000 Penalty: 3244.577148
	Iteration 14Q: 3 clusters Score -2064637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2064693.500000 Penalty: 3244.577148
	Iteration 15Q: 3 clusters Score -2064694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2064715.750000 Penalty: 3244.577148
	Iteration 16Q: 3 clusters Score -2064716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2064742.000000 Penalty: 3244.577148
	Iteration 17Q: 3 clusters Score -2064742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2064755.625000 Penalty: 3244.577148
	Iteration 18Q: 3 clusters Score -2064756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2064765.375000 Penalty: 3244.577148
	Iteration 19Q: 3 clusters Score -2064765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2064775.750000 Penalty: 3244.577148
	Iteration 20F: 3 clusters Score -2064776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2064781.375000 Penalty: 3244.577148
	Iteration 21Q: 3 clusters Score -2064781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2064784.625000 Penalty: 3244.577148
	Iteration 22Q: 3 clusters Score -2064785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2064791.875000 Penalty: 3244.577148
	Iteration 23Q: 3 clusters Score -2064792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2064798.250000 Penalty: 3244.577148
	Iteration 24Q: 3 clusters Score -2064798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2064800.125000 Penalty: 3244.577148
	Iteration 25Q: 3 clusters Score -2064800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2064802.375000 Penalty: 3244.577148
	Iteration 26Q: 3 clusters Score -2064802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2064802.000000 Penalty: 3244.577148
	Iteration 27Q: 3 clusters Score -2064802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2064805.125000 Penalty: 3244.577148
	Iteration 28Q: 3 clusters Score -2064805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2064805.125000 Penalty: 3244.577148
	Iteration 29F: 3 clusters Score -2064805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122036 members 
Entering Unmasked Estep 
Score: -11527131.000000 Penalty: 1903.211548
	Iteration 0F: 2 clusters Score -1.152713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -11445277.000000 Penalty: 3806.423096
	Iteration 0F: 3 clusters Score -1.144528e+07 nChanged 58436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -11479441.000000 Penalty: 3806.423096
	Iteration 1F: 3 clusters Score -1.147944e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -11480243.000000 Penalty: 3806.423096
	Iteration 2Q: 3 clusters Score -1.148024e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -11481254.000000 Penalty: 3806.423096
	Iteration 3Q: 3 clusters Score -1.148125e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -11482602.000000 Penalty: 3806.423096
	Iteration 4Q: 3 clusters Score -1.14826e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -11484331.000000 Penalty: 3806.423096
	Iteration 5Q: 3 clusters Score -1.148433e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -11487142.000000 Penalty: 3806.423096
	Iteration 6Q: 3 clusters Score -1.148714e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -11491476.000000 Penalty: 3806.423096
	Iteration 7F: 3 clusters Score -1.149148e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -11497344.000000 Penalty: 3806.423096
	Iteration 8F: 3 clusters Score -1.149734e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -11503264.000000 Penalty: 3806.423096
	Iteration 9F: 3 clusters Score -1.150326e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -11506374.000000 Penalty: 3806.423096
	Iteration 10F: 3 clusters Score -1.150637e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -11507388.000000 Penalty: 3806.423096
	Iteration 11Q: 3 clusters Score -1.150739e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -11507775.000000 Penalty: 3806.423096
	Iteration 12Q: 3 clusters Score -1.150778e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -11508146.000000 Penalty: 3806.423096
	Iteration 13Q: 3 clusters Score -1.150815e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -11508530.000000 Penalty: 3806.423096
	Iteration 14Q: 3 clusters Score -1.150853e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -11508939.000000 Penalty: 3806.423096
	Iteration 15Q: 3 clusters Score -1.150894e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -11509271.000000 Penalty: 3806.423096
	Iteration 16Q: 3 clusters Score -1.150927e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -11509623.000000 Penalty: 3806.423096
	Iteration 17Q: 3 clusters Score -1.150962e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -11510022.000000 Penalty: 3806.423096
	Iteration 18Q: 3 clusters Score -1.151002e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -11510361.000000 Penalty: 3806.423096
	Iteration 19Q: 3 clusters Score -1.151036e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -11510648.000000 Penalty: 3806.423096
	Iteration 20F: 3 clusters Score -1.151065e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -11510907.000000 Penalty: 3806.423096
	Iteration 21Q: 3 clusters Score -1.151091e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -11511126.000000 Penalty: 3806.423096
	Iteration 22Q: 3 clusters Score -1.151113e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -11511389.000000 Penalty: 3806.423096
	Iteration 23Q: 3 clusters Score -1.151139e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -11511566.000000 Penalty: 3806.423096
	Iteration 24Q: 3 clusters Score -1.151157e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -11511795.000000 Penalty: 3806.423096
	Iteration 25Q: 3 clusters Score -1.15118e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -11512082.000000 Penalty: 3806.423096
	Iteration 26Q: 3 clusters Score -1.151208e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -11512276.000000 Penalty: 3806.423096
	Iteration 27Q: 3 clusters Score -1.151228e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -11512526.000000 Penalty: 3806.423096
	Iteration 28Q: 3 clusters Score -1.151253e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -11512652.000000 Penalty: 3806.423096
	Iteration 29Q: 3 clusters Score -1.151265e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -11512850.000000 Penalty: 3806.423096
	Iteration 30Q: 3 clusters Score -1.151285e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -11513026.000000 Penalty: 3806.423096
	Iteration 31Q: 3 clusters Score -1.151303e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -11513275.000000 Penalty: 3806.423096
	Iteration 32Q: 3 clusters Score -1.151328e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -11513387.000000 Penalty: 3806.423096
	Iteration 33Q: 3 clusters Score -1.151339e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -11513579.000000 Penalty: 3806.423096
	Iteration 34Q: 3 clusters Score -1.151358e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -11513847.000000 Penalty: 3806.423096
	Iteration 35Q: 3 clusters Score -1.151385e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -11514014.000000 Penalty: 3806.423096
	Iteration 36Q: 3 clusters Score -1.151401e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -11514291.000000 Penalty: 3806.423096
	Iteration 37Q: 3 clusters Score -1.151429e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -11514590.000000 Penalty: 3806.423096
	Iteration 38Q: 3 clusters Score -1.151459e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -11514935.000000 Penalty: 3806.423096
	Iteration 39Q: 3 clusters Score -1.151494e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -11515340.000000 Penalty: 3806.423096
	Iteration 40F: 3 clusters Score -1.151534e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -11515782.000000 Penalty: 3806.423096
	Iteration 41Q: 3 clusters Score -1.151578e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -11516279.000000 Penalty: 3806.423096
	Iteration 42Q: 3 clusters Score -1.151628e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98268 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -11516930.000000 Penalty: 3806.423096
	Iteration 43Q: 3 clusters Score -1.151693e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -11517642.000000 Penalty: 3806.423096
	Iteration 44Q: 3 clusters Score -1.151764e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -11518530.000000 Penalty: 3806.423096
	Iteration 45Q: 3 clusters Score -1.151853e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103017 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -11519410.000000 Penalty: 3806.423096
	Iteration 46Q: 3 clusters Score -1.151941e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104495 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -11520259.000000 Penalty: 3806.423096
	Iteration 47Q: 3 clusters Score -1.152026e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -11520972.000000 Penalty: 3806.423096
	Iteration 48Q: 3 clusters Score -1.152097e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -11521584.000000 Penalty: 3806.423096
	Iteration 49Q: 3 clusters Score -1.152158e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -11522143.000000 Penalty: 3806.423096
	Iteration 50Q: 3 clusters Score -1.152214e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -11522472.000000 Penalty: 3806.423096
	Iteration 51Q: 3 clusters Score -1.152247e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -11522818.000000 Penalty: 3806.423096
	Iteration 52Q: 3 clusters Score -1.152282e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110858 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -11523060.000000 Penalty: 3806.423096
	Iteration 53Q: 3 clusters Score -1.152306e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -11523266.000000 Penalty: 3806.423096
	Iteration 54Q: 3 clusters Score -1.152327e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -11523454.000000 Penalty: 3806.423096
	Iteration 55Q: 3 clusters Score -1.152345e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112870 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -11523630.000000 Penalty: 3806.423096
	Iteration 56Q: 3 clusters Score -1.152363e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113413 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -11523804.000000 Penalty: 3806.423096
	Iteration 57Q: 3 clusters Score -1.15238e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -11523927.000000 Penalty: 3806.423096
	Iteration 58Q: 3 clusters Score -1.152393e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114455 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -11523990.000000 Penalty: 3806.423096
	Iteration 59Q: 3 clusters Score -1.152399e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -11524120.000000 Penalty: 3806.423096
	Iteration 60F: 3 clusters Score -1.152412e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -11524207.000000 Penalty: 3806.423096
	Iteration 61Q: 3 clusters Score -1.152421e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -11524299.000000 Penalty: 3806.423096
	Iteration 62Q: 3 clusters Score -1.15243e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116233 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -11524377.000000 Penalty: 3806.423096
	Iteration 63Q: 3 clusters Score -1.152438e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -11524431.000000 Penalty: 3806.423096
	Iteration 64Q: 3 clusters Score -1.152443e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116955 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -11524522.000000 Penalty: 3806.423096
	Iteration 65Q: 3 clusters Score -1.152452e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117309 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -11524632.000000 Penalty: 3806.423096
	Iteration 66Q: 3 clusters Score -1.152463e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -11524706.000000 Penalty: 3806.423096
	Iteration 67Q: 3 clusters Score -1.152471e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -11524768.000000 Penalty: 3806.423096
	Iteration 68Q: 3 clusters Score -1.152477e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -11524829.000000 Penalty: 3806.423096
	Iteration 69Q: 3 clusters Score -1.152483e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118452 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -11524875.000000 Penalty: 3806.423096
	Iteration 70Q: 3 clusters Score -1.152488e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118681 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -11524926.000000 Penalty: 3806.423096
	Iteration 71Q: 3 clusters Score -1.152493e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118889 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -11524995.000000 Penalty: 3806.423096
	Iteration 72Q: 3 clusters Score -1.1525e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119107 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -11525052.000000 Penalty: 3806.423096
	Iteration 73Q: 3 clusters Score -1.152505e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -11525109.000000 Penalty: 3806.423096
	Iteration 74Q: 3 clusters Score -1.152511e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -11525152.000000 Penalty: 3806.423096
	Iteration 75Q: 3 clusters Score -1.152515e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -11525186.000000 Penalty: 3806.423096
	Iteration 76Q: 3 clusters Score -1.152519e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -11525213.000000 Penalty: 3806.423096
	Iteration 77Q: 3 clusters Score -1.152521e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -11525242.000000 Penalty: 3806.423096
	Iteration 78Q: 3 clusters Score -1.152524e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119999 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -11525287.000000 Penalty: 3806.423096
	Iteration 79Q: 3 clusters Score -1.152529e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11525310.000000 Penalty: 3806.423096
	Iteration 80F: 3 clusters Score -1.152531e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120188 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -11525336.000000 Penalty: 3806.423096
	Iteration 81Q: 3 clusters Score -1.152534e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11525348.000000 Penalty: 3806.423096
	Iteration 82Q: 3 clusters Score -1.152535e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120303 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -11525349.000000 Penalty: 3806.423096
	Iteration 83Q: 3 clusters Score -1.152535e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11525379.000000 Penalty: 3806.423096
	Iteration 84Q: 3 clusters Score -1.152538e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11525405.000000 Penalty: 3806.423096
	Iteration 85Q: 3 clusters Score -1.15254e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120449 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11525423.000000 Penalty: 3806.423096
	Iteration 86Q: 3 clusters Score -1.152542e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120495 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11525438.000000 Penalty: 3806.423096
	Iteration 87Q: 3 clusters Score -1.152544e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11525462.000000 Penalty: 3806.423096
	Iteration 88Q: 3 clusters Score -1.152546e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120610 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11525452.000000 Penalty: 3806.423096
	Iteration 89Q: 3 clusters Score -1.152545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120649 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11525468.000000 Penalty: 3806.423096
	Iteration 90Q: 3 clusters Score -1.152547e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11525488.000000 Penalty: 3806.423096
	Iteration 91Q: 3 clusters Score -1.152549e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120732 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11525510.000000 Penalty: 3806.423096
	Iteration 92Q: 3 clusters Score -1.152551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11525519.000000 Penalty: 3806.423096
	Iteration 93Q: 3 clusters Score -1.152552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120776 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11525531.000000 Penalty: 3806.423096
	Iteration 94Q: 3 clusters Score -1.152553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120797 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11525527.000000 Penalty: 3806.423096
	Iteration 95Q: 3 clusters Score -1.152553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11525534.000000 Penalty: 3806.423096
	Iteration 96Q: 3 clusters Score -1.152553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11525537.000000 Penalty: 3806.423096
	Iteration 97Q: 3 clusters Score -1.152554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120854 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11525538.000000 Penalty: 3806.423096
	Iteration 98Q: 3 clusters Score -1.152554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -11525543.000000 Penalty: 3806.423096
	Iteration 99Q: 3 clusters Score -1.152554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11525531.000000 Penalty: 3806.423096
	Iteration 100F: 3 clusters Score -1.152553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11525532.000000 Penalty: 3806.423096
	Iteration 101Q: 3 clusters Score -1.152553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11525528.000000 Penalty: 3806.423096
	Iteration 102Q: 3 clusters Score -1.152553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120892 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11525528.000000 Penalty: 3806.423096
	Iteration 103Q: 3 clusters Score -1.152553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120893 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11525531.000000 Penalty: 3806.423096
	Iteration 104Q: 3 clusters Score -1.152553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11525527.000000 Penalty: 3806.423096
	Iteration 105Q: 3 clusters Score -1.152553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11525536.000000 Penalty: 3806.423096
	Iteration 106Q: 3 clusters Score -1.152554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120899 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11525534.000000 Penalty: 3806.423096
	Iteration 107Q: 3 clusters Score -1.152553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120901 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11525531.000000 Penalty: 3806.423096
	Iteration 108Q: 3 clusters Score -1.152553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120901 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11525536.000000 Penalty: 3806.423096
	Iteration 109Q: 3 clusters Score -1.152554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11525539.000000 Penalty: 3806.423096
	Iteration 110Q: 3 clusters Score -1.152554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11525539.000000 Penalty: 3806.423096
	Iteration 111F: 3 clusters Score -1.152554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Entering Unmasked Estep 
Score: -472499.625000 Penalty: 1396.489746
	Iteration 0F: 2 clusters Score -472499.6 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 2623 members 
Entering Unmasked Estep 
Score: -468215.000000 Penalty: 2792.979492
	Iteration 0F: 3 clusters Score -468215 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -469386.031250 Penalty: 2792.979492
	Iteration 1F: 3 clusters Score -469386 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -469583.250000 Penalty: 2792.979492
	Iteration 2F: 3 clusters Score -469583.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -469727.343750 Penalty: 2792.979492
	Iteration 3F: 3 clusters Score -469727.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -469856.687500 Penalty: 2792.979492
	Iteration 4Q: 3 clusters Score -469856.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -469963.562500 Penalty: 2792.979492
	Iteration 5Q: 3 clusters Score -469963.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -470064.812500 Penalty: 2792.979492
	Iteration 6Q: 3 clusters Score -470064.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -470174.406250 Penalty: 2792.979492
	Iteration 7Q: 3 clusters Score -470174.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -470288.156250 Penalty: 2792.979492
	Iteration 8Q: 3 clusters Score -470288.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -470407.250000 Penalty: 2792.979492
	Iteration 9Q: 3 clusters Score -470407.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -470537.656250 Penalty: 2792.979492
	Iteration 10Q: 3 clusters Score -470537.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -470681.500000 Penalty: 2792.979492
	Iteration 11Q: 3 clusters Score -470681.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -470808.406250 Penalty: 2792.979492
	Iteration 12Q: 3 clusters Score -470808.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -470927.875000 Penalty: 2792.979492
	Iteration 13Q: 3 clusters Score -470927.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -471009.812500 Penalty: 2792.979492
	Iteration 14Q: 3 clusters Score -471009.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -471079.625000 Penalty: 2792.979492
	Iteration 15Q: 3 clusters Score -471079.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -471137.062500 Penalty: 2792.979492
	Iteration 16Q: 3 clusters Score -471137.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -471183.937500 Penalty: 2792.979492
	Iteration 17Q: 3 clusters Score -471183.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -471205.875000 Penalty: 2792.979492
	Iteration 18Q: 3 clusters Score -471205.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -471221.687500 Penalty: 2792.979492
	Iteration 19Q: 3 clusters Score -471221.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -471228.125000 Penalty: 2792.979492
	Iteration 20F: 3 clusters Score -471228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -471230.843750 Penalty: 2792.979492
	Iteration 21Q: 3 clusters Score -471230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -471236.156250 Penalty: 2792.979492
	Iteration 22Q: 3 clusters Score -471236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -471242.468750 Penalty: 2792.979492
	Iteration 23Q: 3 clusters Score -471242.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -471245.406250 Penalty: 2792.979492
	Iteration 24Q: 3 clusters Score -471245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -471253.937500 Penalty: 2792.979492
	Iteration 25Q: 3 clusters Score -471253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -471258.031250 Penalty: 2792.979492
	Iteration 26Q: 3 clusters Score -471258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -471260.718750 Penalty: 2792.979492
	Iteration 27Q: 3 clusters Score -471260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -471262.812500 Penalty: 2792.979492
	Iteration 28Q: 3 clusters Score -471262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -471266.437500 Penalty: 2792.979492
	Iteration 29Q: 3 clusters Score -471266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -471268.187500 Penalty: 2792.979492
	Iteration 30Q: 3 clusters Score -471268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -471270.750000 Penalty: 2792.979492
	Iteration 31Q: 3 clusters Score -471270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -471273.625000 Penalty: 2792.979492
	Iteration 32Q: 3 clusters Score -471273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -471273.593750 Penalty: 2792.979492
	Iteration 33Q: 3 clusters Score -471273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -471273.593750 Penalty: 2792.979492
	Iteration 34F: 3 clusters Score -471273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -132765.140625 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -132765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -131029.976562 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -131030 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131321.531250 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -131321.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -131407.140625 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -131407.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -131464.671875 Penalty: 2368.234863
	Iteration 3Q: 3 clusters Score -131464.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -131495.703125 Penalty: 2368.234863
	Iteration 4Q: 3 clusters Score -131495.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -131514.250000 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -131514.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -131523.265625 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -131523.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131529.468750 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -131529.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -131534.328125 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -131534.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -131537.750000 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -131537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -131540.609375 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -131540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -131542.421875 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -131542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -131542.421875 Penalty: 2368.234863
	Iteration 12F: 3 clusters Score -131542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -93153.820312 Penalty: 1140.199097
	Iteration 0F: 2 clusters Score -93153.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91676.656250 Penalty: 2280.398193
	Iteration 0F: 3 clusters Score -91676.66 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -91963.250000 Penalty: 2280.398193
	Iteration 1F: 3 clusters Score -91963.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -92057.468750 Penalty: 2280.398193
	Iteration 2F: 3 clusters Score -92057.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -92135.093750 Penalty: 2280.398193
	Iteration 3F: 3 clusters Score -92135.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92169.070312 Penalty: 2280.398193
	Iteration 4Q: 3 clusters Score -92169.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -92197.273438 Penalty: 2280.398193
	Iteration 5Q: 3 clusters Score -92197.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -92219.132812 Penalty: 2280.398193
	Iteration 6Q: 3 clusters Score -92219.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -92234.039062 Penalty: 2280.398193
	Iteration 7Q: 3 clusters Score -92234.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -92248.984375 Penalty: 2280.398193
	Iteration 8Q: 3 clusters Score -92248.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -92259.078125 Penalty: 2280.398193
	Iteration 9Q: 3 clusters Score -92259.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -92266.687500 Penalty: 2280.398193
	Iteration 10Q: 3 clusters Score -92266.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -92275.085938 Penalty: 2280.398193
	Iteration 11Q: 3 clusters Score -92275.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -92279.835938 Penalty: 2280.398193
	Iteration 12Q: 3 clusters Score -92279.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -92290.789062 Penalty: 2280.398193
	Iteration 13Q: 3 clusters Score -92290.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -92297.906250 Penalty: 2280.398193
	Iteration 14Q: 3 clusters Score -92297.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -92303.437500 Penalty: 2280.398193
	Iteration 15Q: 3 clusters Score -92303.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -92312.804688 Penalty: 2280.398193
	Iteration 16Q: 3 clusters Score -92312.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -92318.046875 Penalty: 2280.398193
	Iteration 17Q: 3 clusters Score -92318.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -92323.679688 Penalty: 2280.398193
	Iteration 18Q: 3 clusters Score -92323.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -92326.851562 Penalty: 2280.398193
	Iteration 19Q: 3 clusters Score -92326.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -92328.429688 Penalty: 2280.398193
	Iteration 20F: 3 clusters Score -92328.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -92330.171875 Penalty: 2280.398193
	Iteration 21Q: 3 clusters Score -92330.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -92334.562500 Penalty: 2280.398193
	Iteration 22Q: 3 clusters Score -92334.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -92338.890625 Penalty: 2280.398193
	Iteration 23Q: 3 clusters Score -92338.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92348.007812 Penalty: 2280.398193
	Iteration 24Q: 3 clusters Score -92348.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -92359.585938 Penalty: 2280.398193
	Iteration 25Q: 3 clusters Score -92359.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -92367.398438 Penalty: 2280.398193
	Iteration 26Q: 3 clusters Score -92367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -92379.218750 Penalty: 2280.398193
	Iteration 27Q: 3 clusters Score -92379.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92391.476562 Penalty: 2280.398193
	Iteration 28Q: 3 clusters Score -92391.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -92408.117188 Penalty: 2280.398193
	Iteration 29Q: 3 clusters Score -92408.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -92426.773438 Penalty: 2280.398193
	Iteration 30Q: 3 clusters Score -92426.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -92446.117188 Penalty: 2280.398193
	Iteration 31Q: 3 clusters Score -92446.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92459.531250 Penalty: 2280.398193
	Iteration 32Q: 3 clusters Score -92459.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92471.132812 Penalty: 2280.398193
	Iteration 33Q: 3 clusters Score -92471.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -92479.203125 Penalty: 2280.398193
	Iteration 34Q: 3 clusters Score -92479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -92483.851562 Penalty: 2280.398193
	Iteration 35Q: 3 clusters Score -92483.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -92492.554688 Penalty: 2280.398193
	Iteration 36Q: 3 clusters Score -92492.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -92500.375000 Penalty: 2280.398193
	Iteration 37Q: 3 clusters Score -92500.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -92506.710938 Penalty: 2280.398193
	Iteration 38Q: 3 clusters Score -92506.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -92512.929688 Penalty: 2280.398193
	Iteration 39Q: 3 clusters Score -92512.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -92518.304688 Penalty: 2280.398193
	Iteration 40F: 3 clusters Score -92518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -92521.039062 Penalty: 2280.398193
	Iteration 41Q: 3 clusters Score -92521.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -92522.156250 Penalty: 2280.398193
	Iteration 42Q: 3 clusters Score -92522.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -92523.882812 Penalty: 2280.398193
	Iteration 43Q: 3 clusters Score -92523.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -92528.015625 Penalty: 2280.398193
	Iteration 44Q: 3 clusters Score -92528.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -92532.851562 Penalty: 2280.398193
	Iteration 45Q: 3 clusters Score -92532.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -92533.453125 Penalty: 2280.398193
	Iteration 46Q: 3 clusters Score -92533.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -92533.453125 Penalty: 2280.398193
	Iteration 47F: 3 clusters Score -92533.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Entering Unmasked Estep 
Score: -4571738.000000 Penalty: 1755.576416
	Iteration 0F: 2 clusters Score -4571738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4538674.000000 Penalty: 3511.152832
	Iteration 0F: 3 clusters Score -4538674 nChanged 23095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4551875.500000 Penalty: 3511.152832
	Iteration 1F: 3 clusters Score -4551876 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -4552447.000000 Penalty: 3511.152832
	Iteration 2Q: 3 clusters Score -4552447 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4553053.500000 Penalty: 3511.152832
	Iteration 3Q: 3 clusters Score -4553054 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -4553753.000000 Penalty: 3511.152832
	Iteration 4Q: 3 clusters Score -4553753 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4554734.000000 Penalty: 3511.152832
	Iteration 5Q: 3 clusters Score -4554734 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4556195.500000 Penalty: 3511.152832
	Iteration 6F: 3 clusters Score -4556196 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4558201.500000 Penalty: 3511.152832
	Iteration 7F: 3 clusters Score -4558202 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4560800.000000 Penalty: 3511.152832
	Iteration 8F: 3 clusters Score -4560800 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -4563443.500000 Penalty: 3511.152832
	Iteration 9F: 3 clusters Score -4563444 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -4565519.500000 Penalty: 3511.152832
	Iteration 10F: 3 clusters Score -4565520 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -4566991.500000 Penalty: 3511.152832
	Iteration 11Q: 3 clusters Score -4566992 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -4568053.500000 Penalty: 3511.152832
	Iteration 12Q: 3 clusters Score -4568054 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -4568757.000000 Penalty: 3511.152832
	Iteration 13Q: 3 clusters Score -4568757 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -4569268.500000 Penalty: 3511.152832
	Iteration 14Q: 3 clusters Score -4569268 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -4569612.500000 Penalty: 3511.152832
	Iteration 15Q: 3 clusters Score -4569612 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -4569910.500000 Penalty: 3511.152832
	Iteration 16Q: 3 clusters Score -4569910 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -4570079.500000 Penalty: 3511.152832
	Iteration 17Q: 3 clusters Score -4570080 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -4570161.500000 Penalty: 3511.152832
	Iteration 18Q: 3 clusters Score -4570162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -4570216.500000 Penalty: 3511.152832
	Iteration 19Q: 3 clusters Score -4570216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -4570269.000000 Penalty: 3511.152832
	Iteration 20F: 3 clusters Score -4570269 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -4570295.000000 Penalty: 3511.152832
	Iteration 21Q: 3 clusters Score -4570295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -4570324.500000 Penalty: 3511.152832
	Iteration 22Q: 3 clusters Score -4570324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -4570352.000000 Penalty: 3511.152832
	Iteration 23Q: 3 clusters Score -4570352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -4570381.500000 Penalty: 3511.152832
	Iteration 24Q: 3 clusters Score -4570382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -4570397.500000 Penalty: 3511.152832
	Iteration 25Q: 3 clusters Score -4570398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -4570404.500000 Penalty: 3511.152832
	Iteration 26Q: 3 clusters Score -4570404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -4570412.000000 Penalty: 3511.152832
	Iteration 27Q: 3 clusters Score -4570412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -4570409.000000 Penalty: 3511.152832
	Iteration 28Q: 3 clusters Score -4570409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -4570411.000000 Penalty: 3511.152832
	Iteration 29Q: 3 clusters Score -4570411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -4570418.500000 Penalty: 3511.152832
	Iteration 30Q: 3 clusters Score -4570418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -4570420.000000 Penalty: 3511.152832
	Iteration 31Q: 3 clusters Score -4570420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -4570418.000000 Penalty: 3511.152832
	Iteration 32Q: 3 clusters Score -4570418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -4570425.500000 Penalty: 3511.152832
	Iteration 33Q: 3 clusters Score -4570426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -4570427.500000 Penalty: 3511.152832
	Iteration 34Q: 3 clusters Score -4570428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -4570425.000000 Penalty: 3511.152832
	Iteration 35Q: 3 clusters Score -4570425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -4570427.000000 Penalty: 3511.152832
	Iteration 36Q: 3 clusters Score -4570427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -4570425.500000 Penalty: 3511.152832
	Iteration 37Q: 3 clusters Score -4570426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -4570426.500000 Penalty: 3511.152832
	Iteration 38Q: 3 clusters Score -4570426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -4570434.000000 Penalty: 3511.152832
	Iteration 39Q: 3 clusters Score -4570434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -4570433.000000 Penalty: 3511.152832
	Iteration 40F: 3 clusters Score -4570433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -4570435.000000 Penalty: 3511.152832
	Iteration 41Q: 3 clusters Score -4570435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -4570440.000000 Penalty: 3511.152832
	Iteration 42Q: 3 clusters Score -4570440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -4570440.500000 Penalty: 3511.152832
	Iteration 43Q: 3 clusters Score -4570440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -4570448.500000 Penalty: 3511.152832
	Iteration 44Q: 3 clusters Score -4570448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -4570448.000000 Penalty: 3511.152832
	Iteration 45Q: 3 clusters Score -4570448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -4570449.500000 Penalty: 3511.152832
	Iteration 46Q: 3 clusters Score -4570450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -4570447.500000 Penalty: 3511.152832
	Iteration 47Q: 3 clusters Score -4570448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -4570446.000000 Penalty: 3511.152832
	Iteration 48Q: 3 clusters Score -4570446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -4570453.500000 Penalty: 3511.152832
	Iteration 49Q: 3 clusters Score -4570454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -4570454.000000 Penalty: 3511.152832
	Iteration 50Q: 3 clusters Score -4570454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -4570457.500000 Penalty: 3511.152832
	Iteration 51Q: 3 clusters Score -4570458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -4570457.500000 Penalty: 3511.152832
	Iteration 52F: 3 clusters Score -4570458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -351223.312500 Penalty: 1348.026611
	Iteration 0F: 2 clusters Score -351223.3 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 1991 members 
Entering Unmasked Estep 
Score: -347887.187500 Penalty: 2696.053223
	Iteration 0F: 3 clusters Score -347887.2 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -348785.781250 Penalty: 2696.053223
	Iteration 1F: 3 clusters Score -348785.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -349033.468750 Penalty: 2696.053223
	Iteration 2F: 3 clusters Score -349033.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -349255.156250 Penalty: 2696.053223
	Iteration 3F: 3 clusters Score -349255.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -349451.375000 Penalty: 2696.053223
	Iteration 4F: 3 clusters Score -349451.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -349689.812500 Penalty: 2696.053223
	Iteration 5F: 3 clusters Score -349689.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -349889.343750 Penalty: 2696.053223
	Iteration 6F: 3 clusters Score -349889.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -350072.187500 Penalty: 2696.053223
	Iteration 7F: 3 clusters Score -350072.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -350217.718750 Penalty: 2696.053223
	Iteration 8Q: 3 clusters Score -350217.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -350326.281250 Penalty: 2696.053223
	Iteration 9Q: 3 clusters Score -350326.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -350398.812500 Penalty: 2696.053223
	Iteration 10Q: 3 clusters Score -350398.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -350462.250000 Penalty: 2696.053223
	Iteration 11Q: 3 clusters Score -350462.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -350517.843750 Penalty: 2696.053223
	Iteration 12Q: 3 clusters Score -350517.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -350569.250000 Penalty: 2696.053223
	Iteration 13Q: 3 clusters Score -350569.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -350617.687500 Penalty: 2696.053223
	Iteration 14Q: 3 clusters Score -350617.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -350668.843750 Penalty: 2696.053223
	Iteration 15Q: 3 clusters Score -350668.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -350709.531250 Penalty: 2696.053223
	Iteration 16Q: 3 clusters Score -350709.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -350746.156250 Penalty: 2696.053223
	Iteration 17Q: 3 clusters Score -350746.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -350770.312500 Penalty: 2696.053223
	Iteration 18Q: 3 clusters Score -350770.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -350782.843750 Penalty: 2696.053223
	Iteration 19Q: 3 clusters Score -350782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -350791.375000 Penalty: 2696.053223
	Iteration 20F: 3 clusters Score -350791.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -350798.500000 Penalty: 2696.053223
	Iteration 21Q: 3 clusters Score -350798.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -350804.750000 Penalty: 2696.053223
	Iteration 22Q: 3 clusters Score -350804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -350810.093750 Penalty: 2696.053223
	Iteration 23Q: 3 clusters Score -350810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -350812.750000 Penalty: 2696.053223
	Iteration 24Q: 3 clusters Score -350812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -350820.468750 Penalty: 2696.053223
	Iteration 25Q: 3 clusters Score -350820.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -350831.593750 Penalty: 2696.053223
	Iteration 26Q: 3 clusters Score -350831.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -350838.750000 Penalty: 2696.053223
	Iteration 27Q: 3 clusters Score -350838.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -350861.531250 Penalty: 2696.053223
	Iteration 28Q: 3 clusters Score -350861.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -350895.093750 Penalty: 2696.053223
	Iteration 29Q: 3 clusters Score -350895.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -350930.906250 Penalty: 2696.053223
	Iteration 30Q: 3 clusters Score -350930.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -350947.656250 Penalty: 2696.053223
	Iteration 31Q: 3 clusters Score -350947.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -350958.093750 Penalty: 2696.053223
	Iteration 32Q: 3 clusters Score -350958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -350961.468750 Penalty: 2696.053223
	Iteration 33Q: 3 clusters Score -350961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -350971.281250 Penalty: 2696.053223
	Iteration 34Q: 3 clusters Score -350971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -350979.937500 Penalty: 2696.053223
	Iteration 35Q: 3 clusters Score -350979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -350985.812500 Penalty: 2696.053223
	Iteration 36Q: 3 clusters Score -350985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -350991.812500 Penalty: 2696.053223
	Iteration 37Q: 3 clusters Score -350991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -350997.718750 Penalty: 2696.053223
	Iteration 38Q: 3 clusters Score -350997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -351001.000000 Penalty: 2696.053223
	Iteration 39Q: 3 clusters Score -351001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -351002.187500 Penalty: 2696.053223
	Iteration 40F: 3 clusters Score -351002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -351003.531250 Penalty: 2696.053223
	Iteration 41Q: 3 clusters Score -351003.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -351003.531250 Penalty: 2696.053223
	Iteration 42F: 3 clusters Score -351003.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -418367.343750 Penalty: 1375.160400
	Iteration 0F: 2 clusters Score -418367.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -414595.062500 Penalty: 2750.320801
	Iteration 0F: 3 clusters Score -414595.1 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -415653.031250 Penalty: 2750.320801
	Iteration 1F: 3 clusters Score -415653 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -415845.468750 Penalty: 2750.320801
	Iteration 2F: 3 clusters Score -415845.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -416010.906250 Penalty: 2750.320801
	Iteration 3F: 3 clusters Score -416010.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -416170.687500 Penalty: 2750.320801
	Iteration 4F: 3 clusters Score -416170.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -416334.687500 Penalty: 2750.320801
	Iteration 5F: 3 clusters Score -416334.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -416474.031250 Penalty: 2750.320801
	Iteration 6Q: 3 clusters Score -416474 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -416598.062500 Penalty: 2750.320801
	Iteration 7Q: 3 clusters Score -416598.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -416729.468750 Penalty: 2750.320801
	Iteration 8Q: 3 clusters Score -416729.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -416840.468750 Penalty: 2750.320801
	Iteration 9Q: 3 clusters Score -416840.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -416918.468750 Penalty: 2750.320801
	Iteration 10Q: 3 clusters Score -416918.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -416980.156250 Penalty: 2750.320801
	Iteration 11Q: 3 clusters Score -416980.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -417034.500000 Penalty: 2750.320801
	Iteration 12Q: 3 clusters Score -417034.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -417073.343750 Penalty: 2750.320801
	Iteration 13Q: 3 clusters Score -417073.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -417096.281250 Penalty: 2750.320801
	Iteration 14Q: 3 clusters Score -417096.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -417110.625000 Penalty: 2750.320801
	Iteration 15Q: 3 clusters Score -417110.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -417125.031250 Penalty: 2750.320801
	Iteration 16Q: 3 clusters Score -417125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -417136.750000 Penalty: 2750.320801
	Iteration 17Q: 3 clusters Score -417136.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -417147.812500 Penalty: 2750.320801
	Iteration 18Q: 3 clusters Score -417147.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -417158.968750 Penalty: 2750.320801
	Iteration 19Q: 3 clusters Score -417159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -417166.968750 Penalty: 2750.320801
	Iteration 20F: 3 clusters Score -417167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -417174.250000 Penalty: 2750.320801
	Iteration 21Q: 3 clusters Score -417174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -417181.843750 Penalty: 2750.320801
	Iteration 22Q: 3 clusters Score -417181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -417184.312500 Penalty: 2750.320801
	Iteration 23Q: 3 clusters Score -417184.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -417185.625000 Penalty: 2750.320801
	Iteration 24Q: 3 clusters Score -417185.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -417191.687500 Penalty: 2750.320801
	Iteration 25Q: 3 clusters Score -417191.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -417194.625000 Penalty: 2750.320801
	Iteration 26Q: 3 clusters Score -417194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -417195.281250 Penalty: 2750.320801
	Iteration 27Q: 3 clusters Score -417195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -417196.406250 Penalty: 2750.320801
	Iteration 28Q: 3 clusters Score -417196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -417196.656250 Penalty: 2750.320801
	Iteration 29Q: 3 clusters Score -417196.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -417196.656250 Penalty: 2750.320801
	Iteration 30F: 3 clusters Score -417196.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Entering Unmasked Estep 
Score: -1302756.250000 Penalty: 1548.806763
	Iteration 0F: 2 clusters Score -1302756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1293040.375000 Penalty: 3097.613525
	Iteration 0F: 3 clusters Score -1293040 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1296317.125000 Penalty: 3097.613525
	Iteration 1F: 3 clusters Score -1296317 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1296568.375000 Penalty: 3097.613525
	Iteration 2F: 3 clusters Score -1296568 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1296774.250000 Penalty: 3097.613525
	Iteration 3Q: 3 clusters Score -1296774 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1296953.750000 Penalty: 3097.613525
	Iteration 4Q: 3 clusters Score -1296954 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1297110.500000 Penalty: 3097.613525
	Iteration 5Q: 3 clusters Score -1297110 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1297275.000000 Penalty: 3097.613525
	Iteration 6Q: 3 clusters Score -1297275 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1297466.375000 Penalty: 3097.613525
	Iteration 7Q: 3 clusters Score -1297466 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1297703.000000 Penalty: 3097.613525
	Iteration 8Q: 3 clusters Score -1297703 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1298019.250000 Penalty: 3097.613525
	Iteration 9Q: 3 clusters Score -1298019 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1298372.875000 Penalty: 3097.613525
	Iteration 10Q: 3 clusters Score -1298373 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1298749.500000 Penalty: 3097.613525
	Iteration 11Q: 3 clusters Score -1298750 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1299192.375000 Penalty: 3097.613525
	Iteration 12Q: 3 clusters Score -1299192 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1299665.125000 Penalty: 3097.613525
	Iteration 13Q: 3 clusters Score -1299665 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1300031.500000 Penalty: 3097.613525
	Iteration 14Q: 3 clusters Score -1300032 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1300323.625000 Penalty: 3097.613525
	Iteration 15Q: 3 clusters Score -1300324 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1300573.250000 Penalty: 3097.613525
	Iteration 16Q: 3 clusters Score -1300573 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1300760.125000 Penalty: 3097.613525
	Iteration 17Q: 3 clusters Score -1300760 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1300912.375000 Penalty: 3097.613525
	Iteration 18Q: 3 clusters Score -1300912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1301051.375000 Penalty: 3097.613525
	Iteration 19Q: 3 clusters Score -1301051 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1301154.500000 Penalty: 3097.613525
	Iteration 20F: 3 clusters Score -1301154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1301211.875000 Penalty: 3097.613525
	Iteration 21Q: 3 clusters Score -1301212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1301262.750000 Penalty: 3097.613525
	Iteration 22Q: 3 clusters Score -1301263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1301299.750000 Penalty: 3097.613525
	Iteration 23Q: 3 clusters Score -1301300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1301341.250000 Penalty: 3097.613525
	Iteration 24Q: 3 clusters Score -1301341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1301366.750000 Penalty: 3097.613525
	Iteration 25Q: 3 clusters Score -1301367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1301379.500000 Penalty: 3097.613525
	Iteration 26Q: 3 clusters Score -1301380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1301390.125000 Penalty: 3097.613525
	Iteration 27Q: 3 clusters Score -1301390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1301406.875000 Penalty: 3097.613525
	Iteration 28Q: 3 clusters Score -1301407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1301413.500000 Penalty: 3097.613525
	Iteration 29Q: 3 clusters Score -1301414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1301418.625000 Penalty: 3097.613525
	Iteration 30Q: 3 clusters Score -1301419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1301429.000000 Penalty: 3097.613525
	Iteration 31Q: 3 clusters Score -1301429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1301436.250000 Penalty: 3097.613525
	Iteration 32Q: 3 clusters Score -1301436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1301439.750000 Penalty: 3097.613525
	Iteration 33Q: 3 clusters Score -1301440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1301446.500000 Penalty: 3097.613525
	Iteration 34Q: 3 clusters Score -1301446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1301455.875000 Penalty: 3097.613525
	Iteration 35Q: 3 clusters Score -1301456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1301456.375000 Penalty: 3097.613525
	Iteration 36Q: 3 clusters Score -1301456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1301456.375000 Penalty: 3097.613525
	Iteration 37F: 3 clusters Score -1301456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Entering Unmasked Estep 
Score: -3741390.500000 Penalty: 1726.961426
	Iteration 0F: 2 clusters Score -3741390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3713827.500000 Penalty: 3453.922852
	Iteration 0F: 3 clusters Score -3713828 nChanged 19133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3724294.750000 Penalty: 3453.922852
	Iteration 1F: 3 clusters Score -3724295 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3724748.000000 Penalty: 3453.922852
	Iteration 2Q: 3 clusters Score -3724748 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3725328.500000 Penalty: 3453.922852
	Iteration 3Q: 3 clusters Score -3725328 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3726060.000000 Penalty: 3453.922852
	Iteration 4Q: 3 clusters Score -3726060 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3726987.500000 Penalty: 3453.922852
	Iteration 5Q: 3 clusters Score -3726988 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3728287.750000 Penalty: 3453.922852
	Iteration 6F: 3 clusters Score -3728288 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3729958.500000 Penalty: 3453.922852
	Iteration 7F: 3 clusters Score -3729958 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3731632.000000 Penalty: 3453.922852
	Iteration 8F: 3 clusters Score -3731632 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3732835.750000 Penalty: 3453.922852
	Iteration 9Q: 3 clusters Score -3732836 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3733543.500000 Penalty: 3453.922852
	Iteration 10Q: 3 clusters Score -3733544 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3733997.250000 Penalty: 3453.922852
	Iteration 11Q: 3 clusters Score -3733997 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3734379.000000 Penalty: 3453.922852
	Iteration 12Q: 3 clusters Score -3734379 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3734763.750000 Penalty: 3453.922852
	Iteration 13Q: 3 clusters Score -3734764 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3735131.500000 Penalty: 3453.922852
	Iteration 14Q: 3 clusters Score -3735132 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3735558.000000 Penalty: 3453.922852
	Iteration 15Q: 3 clusters Score -3735558 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3736010.500000 Penalty: 3453.922852
	Iteration 16Q: 3 clusters Score -3736010 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3736461.000000 Penalty: 3453.922852
	Iteration 17Q: 3 clusters Score -3736461 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3736977.250000 Penalty: 3453.922852
	Iteration 18Q: 3 clusters Score -3736977 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3737490.000000 Penalty: 3453.922852
	Iteration 19Q: 3 clusters Score -3737490 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3738014.000000 Penalty: 3453.922852
	Iteration 20F: 3 clusters Score -3738014 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3738534.750000 Penalty: 3453.922852
	Iteration 21Q: 3 clusters Score -3738535 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3739012.500000 Penalty: 3453.922852
	Iteration 22Q: 3 clusters Score -3739012 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3739356.750000 Penalty: 3453.922852
	Iteration 23Q: 3 clusters Score -3739357 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3739590.000000 Penalty: 3453.922852
	Iteration 24Q: 3 clusters Score -3739590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3739693.750000 Penalty: 3453.922852
	Iteration 25Q: 3 clusters Score -3739694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3739748.500000 Penalty: 3453.922852
	Iteration 26Q: 3 clusters Score -3739748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3739787.250000 Penalty: 3453.922852
	Iteration 27Q: 3 clusters Score -3739787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3739816.750000 Penalty: 3453.922852
	Iteration 28Q: 3 clusters Score -3739817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3739837.750000 Penalty: 3453.922852
	Iteration 29Q: 3 clusters Score -3739838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3739844.000000 Penalty: 3453.922852
	Iteration 30Q: 3 clusters Score -3739844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3739857.750000 Penalty: 3453.922852
	Iteration 31Q: 3 clusters Score -3739858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3739868.500000 Penalty: 3453.922852
	Iteration 32Q: 3 clusters Score -3739868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3739883.750000 Penalty: 3453.922852
	Iteration 33Q: 3 clusters Score -3739884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3739883.750000 Penalty: 3453.922852
	Iteration 34Q: 3 clusters Score -3739884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3739886.000000 Penalty: 3453.922852
	Iteration 35Q: 3 clusters Score -3739886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3739886.000000 Penalty: 3453.922852
	Iteration 36F: 3 clusters Score -3739886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -292702.406250 Penalty: 1304.835693
	Iteration 0F: 2 clusters Score -292702.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -289947.406250 Penalty: 2609.671387
	Iteration 0F: 3 clusters Score -289947.4 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -290638.937500 Penalty: 2609.671387
	Iteration 1F: 3 clusters Score -290638.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -290814.468750 Penalty: 2609.671387
	Iteration 2F: 3 clusters Score -290814.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -290930.781250 Penalty: 2609.671387
	Iteration 3F: 3 clusters Score -290930.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -290997.250000 Penalty: 2609.671387
	Iteration 4Q: 3 clusters Score -290997.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -291032.312500 Penalty: 2609.671387
	Iteration 5Q: 3 clusters Score -291032.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -291051.750000 Penalty: 2609.671387
	Iteration 6Q: 3 clusters Score -291051.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -291066.187500 Penalty: 2609.671387
	Iteration 7Q: 3 clusters Score -291066.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -291079.843750 Penalty: 2609.671387
	Iteration 8Q: 3 clusters Score -291079.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -291093.437500 Penalty: 2609.671387
	Iteration 9Q: 3 clusters Score -291093.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -291110.593750 Penalty: 2609.671387
	Iteration 10Q: 3 clusters Score -291110.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -291122.093750 Penalty: 2609.671387
	Iteration 11Q: 3 clusters Score -291122.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -291136.062500 Penalty: 2609.671387
	Iteration 12Q: 3 clusters Score -291136.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -291144.531250 Penalty: 2609.671387
	Iteration 13Q: 3 clusters Score -291144.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -291150.593750 Penalty: 2609.671387
	Iteration 14Q: 3 clusters Score -291150.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -291155.406250 Penalty: 2609.671387
	Iteration 15Q: 3 clusters Score -291155.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -291159.250000 Penalty: 2609.671387
	Iteration 16Q: 3 clusters Score -291159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -291165.281250 Penalty: 2609.671387
	Iteration 17Q: 3 clusters Score -291165.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -291167.875000 Penalty: 2609.671387
	Iteration 18Q: 3 clusters Score -291167.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -291171.468750 Penalty: 2609.671387
	Iteration 19Q: 3 clusters Score -291171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -291174.250000 Penalty: 2609.671387
	Iteration 20F: 3 clusters Score -291174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -291177.000000 Penalty: 2609.671387
	Iteration 21Q: 3 clusters Score -291177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -291178.937500 Penalty: 2609.671387
	Iteration 22Q: 3 clusters Score -291178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -291179.000000 Penalty: 2609.671387
	Iteration 23Q: 3 clusters Score -291179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -291179.000000 Penalty: 2609.671387
	Iteration 24F: 3 clusters Score -291179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Entering Unmasked Estep 
Score: -6785798.500000 Penalty: 1816.640381
	Iteration 0F: 2 clusters Score -6785798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -6738027.500000 Penalty: 3633.280762
	Iteration 0F: 3 clusters Score -6738028 nChanged 34065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -6757578.000000 Penalty: 3633.280762
	Iteration 1F: 3 clusters Score -6757578 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -6758280.000000 Penalty: 3633.280762
	Iteration 2Q: 3 clusters Score -6758280 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6759361.500000 Penalty: 3633.280762
	Iteration 3Q: 3 clusters Score -6759362 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -6760994.500000 Penalty: 3633.280762
	Iteration 4Q: 3 clusters Score -6760994 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -6763638.000000 Penalty: 3633.280762
	Iteration 5F: 3 clusters Score -6763638 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -6767951.500000 Penalty: 3633.280762
	Iteration 6F: 3 clusters Score -6767952 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -6773665.500000 Penalty: 3633.280762
	Iteration 7F: 3 clusters Score -6773666 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -6778887.000000 Penalty: 3633.280762
	Iteration 8F: 3 clusters Score -6778887 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -6782033.500000 Penalty: 3633.280762
	Iteration 9Q: 3 clusters Score -6782034 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -6783439.500000 Penalty: 3633.280762
	Iteration 10Q: 3 clusters Score -6783440 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -6783962.500000 Penalty: 3633.280762
	Iteration 11Q: 3 clusters Score -6783962 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -6784146.500000 Penalty: 3633.280762
	Iteration 12Q: 3 clusters Score -6784146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 71101 members 
Entering Unmasked Estep 
Score: -6784228.000000 Penalty: 3633.280762
	Iteration 13Q: 3 clusters Score -6784228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -6784274.000000 Penalty: 3633.280762
	Iteration 14Q: 3 clusters Score -6784274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -6784314.500000 Penalty: 3633.280762
	Iteration 15Q: 3 clusters Score -6784314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -6784337.000000 Penalty: 3633.280762
	Iteration 16Q: 3 clusters Score -6784337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -6784352.000000 Penalty: 3633.280762
	Iteration 17Q: 3 clusters Score -6784352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -6784355.500000 Penalty: 3633.280762
	Iteration 18Q: 3 clusters Score -6784356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -6784357.500000 Penalty: 3633.280762
	Iteration 19Q: 3 clusters Score -6784358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -6784364.000000 Penalty: 3633.280762
	Iteration 20F: 3 clusters Score -6784364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -6784365.500000 Penalty: 3633.280762
	Iteration 21Q: 3 clusters Score -6784366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -6784360.000000 Penalty: 3633.280762
	Iteration 22Q: 3 clusters Score -6784360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -6784361.000000 Penalty: 3633.280762
	Iteration 23Q: 3 clusters Score -6784361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -6784358.500000 Penalty: 3633.280762
	Iteration 24Q: 3 clusters Score -6784358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -6784360.000000 Penalty: 3633.280762
	Iteration 25Q: 3 clusters Score -6784360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -6784360.500000 Penalty: 3633.280762
	Iteration 26Q: 3 clusters Score -6784360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -6784360.500000 Penalty: 3633.280762
	Iteration 27F: 3 clusters Score -6784360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (167450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Entering Unmasked Estep 
Score: -14960984.000000 Penalty: 1954.621582
	Iteration 0F: 2 clusters Score -1.496098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -14848454.000000 Penalty: 3909.243164
	Iteration 0F: 3 clusters Score -1.484845e+07 nChanged 81021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -14898397.000000 Penalty: 3909.243164
	Iteration 1F: 3 clusters Score -1.48984e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -14901746.000000 Penalty: 3909.243164
	Iteration 2Q: 3 clusters Score -1.490175e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -14906041.000000 Penalty: 3909.243164
	Iteration 3F: 3 clusters Score -1.490604e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -14911935.000000 Penalty: 3909.243164
	Iteration 4F: 3 clusters Score -1.491194e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77005 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -14919659.000000 Penalty: 3909.243164
	Iteration 5F: 3 clusters Score -1.491966e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -14928325.000000 Penalty: 3909.243164
	Iteration 6F: 3 clusters Score -1.492832e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -14934893.000000 Penalty: 3909.243164
	Iteration 7F: 3 clusters Score -1.493489e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -14938232.000000 Penalty: 3909.243164
	Iteration 8Q: 3 clusters Score -1.493823e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -14939560.000000 Penalty: 3909.243164
	Iteration 9Q: 3 clusters Score -1.493956e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -14940199.000000 Penalty: 3909.243164
	Iteration 10Q: 3 clusters Score -1.49402e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 94729 members 
Entering Unmasked Estep 
Score: -14940589.000000 Penalty: 3909.243164
	Iteration 11Q: 3 clusters Score -1.494059e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -14941040.000000 Penalty: 3909.243164
	Iteration 12Q: 3 clusters Score -1.494104e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -14941369.000000 Penalty: 3909.243164
	Iteration 13Q: 3 clusters Score -1.494137e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -14941665.000000 Penalty: 3909.243164
	Iteration 14Q: 3 clusters Score -1.494166e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -14941847.000000 Penalty: 3909.243164
	Iteration 15Q: 3 clusters Score -1.494185e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -14942010.000000 Penalty: 3909.243164
	Iteration 16Q: 3 clusters Score -1.494201e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -14942146.000000 Penalty: 3909.243164
	Iteration 17Q: 3 clusters Score -1.494215e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -14942202.000000 Penalty: 3909.243164
	Iteration 18Q: 3 clusters Score -1.49422e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -14942313.000000 Penalty: 3909.243164
	Iteration 19Q: 3 clusters Score -1.494231e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -14942362.000000 Penalty: 3909.243164
	Iteration 20F: 3 clusters Score -1.494236e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -14942444.000000 Penalty: 3909.243164
	Iteration 21Q: 3 clusters Score -1.494244e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -14942456.000000 Penalty: 3909.243164
	Iteration 22Q: 3 clusters Score -1.494246e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -14942501.000000 Penalty: 3909.243164
	Iteration 23Q: 3 clusters Score -1.49425e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -14942540.000000 Penalty: 3909.243164
	Iteration 24Q: 3 clusters Score -1.494254e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -14942543.000000 Penalty: 3909.243164
	Iteration 25Q: 3 clusters Score -1.494254e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -14942537.000000 Penalty: 3909.243164
	Iteration 26Q: 3 clusters Score -1.494254e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -14942548.000000 Penalty: 3909.243164
	Iteration 27Q: 3 clusters Score -1.494255e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -14942575.000000 Penalty: 3909.243164
	Iteration 28Q: 3 clusters Score -1.494258e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -14942600.000000 Penalty: 3909.243164
	Iteration 29Q: 3 clusters Score -1.49426e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -14942581.000000 Penalty: 3909.243164
	Iteration 30Q: 3 clusters Score -1.494258e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -14942606.000000 Penalty: 3909.243164
	Iteration 31Q: 3 clusters Score -1.494261e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -14942622.000000 Penalty: 3909.243164
	Iteration 32Q: 3 clusters Score -1.494262e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 102777 members 
Entering Unmasked Estep 
Score: -14942605.000000 Penalty: 3909.243164
	Iteration 33Q: 3 clusters Score -1.49426e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -14942615.000000 Penalty: 3909.243164
	Iteration 34Q: 3 clusters Score -1.494262e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -14942617.000000 Penalty: 3909.243164
	Iteration 35Q: 3 clusters Score -1.494262e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -14942613.000000 Penalty: 3909.243164
	Iteration 36Q: 3 clusters Score -1.494261e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -14942660.000000 Penalty: 3909.243164
	Iteration 37Q: 3 clusters Score -1.494266e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -14942712.000000 Penalty: 3909.243164
	Iteration 38Q: 3 clusters Score -1.494271e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -14942696.000000 Penalty: 3909.243164
	Iteration 39Q: 3 clusters Score -1.49427e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -14942668.000000 Penalty: 3909.243164
	Iteration 40F: 3 clusters Score -1.494267e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -14942712.000000 Penalty: 3909.243164
	Iteration 41Q: 3 clusters Score -1.494271e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -14942739.000000 Penalty: 3909.243164
	Iteration 42Q: 3 clusters Score -1.494274e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -14942728.000000 Penalty: 3909.243164
	Iteration 43Q: 3 clusters Score -1.494273e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 106204 members 
Entering Unmasked Estep 
Score: -14942789.000000 Penalty: 3909.243164
	Iteration 44Q: 3 clusters Score -1.494279e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -14942759.000000 Penalty: 3909.243164
	Iteration 45Q: 3 clusters Score -1.494276e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -14942791.000000 Penalty: 3909.243164
	Iteration 46Q: 3 clusters Score -1.494279e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 107363 members 
Entering Unmasked Estep 
Score: -14942829.000000 Penalty: 3909.243164
	Iteration 47Q: 3 clusters Score -1.494283e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 107717 members 
Entering Unmasked Estep 
Score: -14942863.000000 Penalty: 3909.243164
	Iteration 48Q: 3 clusters Score -1.494286e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 108076 members 
Entering Unmasked Estep 
Score: -14942895.000000 Penalty: 3909.243164
	Iteration 49Q: 3 clusters Score -1.49429e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 108462 members 
Entering Unmasked Estep 
Score: -14942882.000000 Penalty: 3909.243164
	Iteration 50Q: 3 clusters Score -1.494288e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -14942944.000000 Penalty: 3909.243164
	Iteration 51Q: 3 clusters Score -1.494294e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 109305 members 
Entering Unmasked Estep 
Score: -14942977.000000 Penalty: 3909.243164
	Iteration 52Q: 3 clusters Score -1.494298e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -14942985.000000 Penalty: 3909.243164
	Iteration 53Q: 3 clusters Score -1.494298e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -14942959.000000 Penalty: 3909.243164
	Iteration 54Q: 3 clusters Score -1.494296e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 110679 members 
Entering Unmasked Estep 
Score: -14942918.000000 Penalty: 3909.243164
	Iteration 55Q: 3 clusters Score -1.494292e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -14943012.000000 Penalty: 3909.243164
	Iteration 56Q: 3 clusters Score -1.494301e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 111628 members 
Entering Unmasked Estep 
Score: -14943025.000000 Penalty: 3909.243164
	Iteration 57Q: 3 clusters Score -1.494302e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 112145 members 
Entering Unmasked Estep 
Score: -14943039.000000 Penalty: 3909.243164
	Iteration 58Q: 3 clusters Score -1.494304e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 112699 members 
Entering Unmasked Estep 
Score: -14943108.000000 Penalty: 3909.243164
	Iteration 59Q: 3 clusters Score -1.494311e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -14943151.000000 Penalty: 3909.243164
	Iteration 60F: 3 clusters Score -1.494315e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -14943209.000000 Penalty: 3909.243164
	Iteration 61Q: 3 clusters Score -1.494321e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 114536 members 
Entering Unmasked Estep 
Score: -14943326.000000 Penalty: 3909.243164
	Iteration 62Q: 3 clusters Score -1.494333e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 115232 members 
Entering Unmasked Estep 
Score: -14943313.000000 Penalty: 3909.243164
	Iteration 63Q: 3 clusters Score -1.494331e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -14943348.000000 Penalty: 3909.243164
	Iteration 64Q: 3 clusters Score -1.494335e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 116695 members 
Entering Unmasked Estep 
Score: -14943431.000000 Penalty: 3909.243164
	Iteration 65Q: 3 clusters Score -1.494343e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -14943512.000000 Penalty: 3909.243164
	Iteration 66Q: 3 clusters Score -1.494351e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -14943581.000000 Penalty: 3909.243164
	Iteration 67Q: 3 clusters Score -1.494358e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -14943725.000000 Penalty: 3909.243164
	Iteration 68Q: 3 clusters Score -1.494372e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 119943 members 
Entering Unmasked Estep 
Score: -14943752.000000 Penalty: 3909.243164
	Iteration 69Q: 3 clusters Score -1.494375e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 120834 members 
Entering Unmasked Estep 
Score: -14943875.000000 Penalty: 3909.243164
	Iteration 70Q: 3 clusters Score -1.494388e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -14943982.000000 Penalty: 3909.243164
	Iteration 71Q: 3 clusters Score -1.494398e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -14944025.000000 Penalty: 3909.243164
	Iteration 72Q: 3 clusters Score -1.494402e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -14944167.000000 Penalty: 3909.243164
	Iteration 73Q: 3 clusters Score -1.494417e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
Score: -14944307.000000 Penalty: 3909.243164
	Iteration 74Q: 3 clusters Score -1.494431e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -14944417.000000 Penalty: 3909.243164
	Iteration 75Q: 3 clusters Score -1.494442e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 127190 members 
Entering Unmasked Estep 
Score: -14944659.000000 Penalty: 3909.243164
	Iteration 76Q: 3 clusters Score -1.494466e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 128511 members 
Entering Unmasked Estep 
Score: -14944838.000000 Penalty: 3909.243164
	Iteration 77Q: 3 clusters Score -1.494484e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 129927 members 
Entering Unmasked Estep 
Score: -14945061.000000 Penalty: 3909.243164
	Iteration 78Q: 3 clusters Score -1.494506e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -14945401.000000 Penalty: 3909.243164
	Iteration 79Q: 3 clusters Score -1.49454e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 132984 members 
Entering Unmasked Estep 
Score: -14945706.000000 Penalty: 3909.243164
	Iteration 80F: 3 clusters Score -1.494571e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 134618 members 
Entering Unmasked Estep 
Score: -14946124.000000 Penalty: 3909.243164
	Iteration 81Q: 3 clusters Score -1.494612e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -14946502.000000 Penalty: 3909.243164
	Iteration 82Q: 3 clusters Score -1.49465e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 138248 members 
Entering Unmasked Estep 
Score: -14946998.000000 Penalty: 3909.243164
	Iteration 83Q: 3 clusters Score -1.4947e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -14947428.000000 Penalty: 3909.243164
	Iteration 84Q: 3 clusters Score -1.494743e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 142299 members 
Entering Unmasked Estep 
Score: -14948051.000000 Penalty: 3909.243164
	Iteration 85Q: 3 clusters Score -1.494805e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 144486 members 
Entering Unmasked Estep 
Score: -14948770.000000 Penalty: 3909.243164
	Iteration 86Q: 3 clusters Score -1.494877e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 146783 members 
Entering Unmasked Estep 
Score: -14949604.000000 Penalty: 3909.243164
	Iteration 87Q: 3 clusters Score -1.49496e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -14950528.000000 Penalty: 3909.243164
	Iteration 88Q: 3 clusters Score -1.495053e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 151627 members 
Entering Unmasked Estep 
Score: -14951595.000000 Penalty: 3909.243164
	Iteration 89Q: 3 clusters Score -1.49516e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -14952694.000000 Penalty: 3909.243164
	Iteration 90Q: 3 clusters Score -1.495269e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -14953790.000000 Penalty: 3909.243164
	Iteration 91Q: 3 clusters Score -1.495379e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 158380 members 
Entering Unmasked Estep 
Score: -14954889.000000 Penalty: 3909.243164
	Iteration 92Q: 3 clusters Score -1.495489e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 160297 members 
Entering Unmasked Estep 
Score: -14956002.000000 Penalty: 3909.243164
	Iteration 93Q: 3 clusters Score -1.4956e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 161924 members 
Entering Unmasked Estep 
Score: -14956928.000000 Penalty: 3909.243164
	Iteration 94Q: 3 clusters Score -1.495693e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -14957502.000000 Penalty: 3909.243164
	Iteration 95Q: 3 clusters Score -1.49575e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -14958114.000000 Penalty: 3909.243164
	Iteration 96Q: 3 clusters Score -1.495811e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 164886 members 
Entering Unmasked Estep 
Score: -14958663.000000 Penalty: 3909.243164
	Iteration 97Q: 3 clusters Score -1.495866e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -14958992.000000 Penalty: 3909.243164
	Iteration 98Q: 3 clusters Score -1.495899e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -14959274.000000 Penalty: 3909.243164
	Iteration 99Q: 3 clusters Score -1.495927e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 165848 members 
Entering Unmasked Estep 
Score: -14959357.000000 Penalty: 3909.243164
	Iteration 100F: 3 clusters Score -1.495936e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -14959411.000000 Penalty: 3909.243164
	Iteration 101Q: 3 clusters Score -1.495941e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 166040 members 
Entering Unmasked Estep 
Score: -14959477.000000 Penalty: 3909.243164
	Iteration 102Q: 3 clusters Score -1.495948e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 166102 members 
Entering Unmasked Estep 
Score: -14959532.000000 Penalty: 3909.243164
	Iteration 103Q: 3 clusters Score -1.495953e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 166149 members 
Entering Unmasked Estep 
Score: -14959586.000000 Penalty: 3909.243164
	Iteration 104Q: 3 clusters Score -1.495959e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 166177 members 
Entering Unmasked Estep 
Score: -14959635.000000 Penalty: 3909.243164
	Iteration 105Q: 3 clusters Score -1.495964e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 166199 members 
Entering Unmasked Estep 
Score: -14959650.000000 Penalty: 3909.243164
	Iteration 106Q: 3 clusters Score -1.495965e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 166215 members 
Entering Unmasked Estep 
Score: -14959652.000000 Penalty: 3909.243164
	Iteration 107Q: 3 clusters Score -1.495965e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -14959681.000000 Penalty: 3909.243164
	Iteration 108Q: 3 clusters Score -1.495968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 166223 members 
Entering Unmasked Estep 
Score: -14959715.000000 Penalty: 3909.243164
	Iteration 109Q: 3 clusters Score -1.495972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -14959728.000000 Penalty: 3909.243164
	Iteration 110Q: 3 clusters Score -1.495973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -14959725.000000 Penalty: 3909.243164
	Iteration 111Q: 3 clusters Score -1.495972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -14959729.000000 Penalty: 3909.243164
	Iteration 112Q: 3 clusters Score -1.495973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -14959753.000000 Penalty: 3909.243164
	Iteration 113Q: 3 clusters Score -1.495975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -14959776.000000 Penalty: 3909.243164
	Iteration 114Q: 3 clusters Score -1.495978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 166232 members 
Entering Unmasked Estep 
Score: -14959780.000000 Penalty: 3909.243164
	Iteration 115Q: 3 clusters Score -1.495978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
Score: -14959766.000000 Penalty: 3909.243164
	Iteration 116Q: 3 clusters Score -1.495977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -14959789.000000 Penalty: 3909.243164
	Iteration 117Q: 3 clusters Score -1.495979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -14959780.000000 Penalty: 3909.243164
	Iteration 118Q: 3 clusters Score -1.495978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
Score: -14959795.000000 Penalty: 3909.243164
	Iteration 119Q: 3 clusters Score -1.49598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 166221 members 
Entering Unmasked Estep 
Score: -14959798.000000 Penalty: 3909.243164
	Iteration 120F: 3 clusters Score -1.49598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -14959805.000000 Penalty: 3909.243164
	Iteration 121Q: 3 clusters Score -1.49598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 166224 members 
Entering Unmasked Estep 
Score: -14959811.000000 Penalty: 3909.243164
	Iteration 122Q: 3 clusters Score -1.495981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -14959820.000000 Penalty: 3909.243164
	Iteration 123Q: 3 clusters Score -1.495982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -14959825.000000 Penalty: 3909.243164
	Iteration 124Q: 3 clusters Score -1.495982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -14959827.000000 Penalty: 3909.243164
	Iteration 125Q: 3 clusters Score -1.495983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -14959831.000000 Penalty: 3909.243164
	Iteration 126Q: 3 clusters Score -1.495983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -14959831.000000 Penalty: 3909.243164
	Iteration 127F: 3 clusters Score -1.495983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -404230.343750 Penalty: 1359.270508
	Iteration 0F: 2 clusters Score -404230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -400655.593750 Penalty: 2718.541016
	Iteration 0F: 3 clusters Score -400655.6 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -401619.687500 Penalty: 2718.541016
	Iteration 1F: 3 clusters Score -401619.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -401749.875000 Penalty: 2718.541016
	Iteration 2F: 3 clusters Score -401749.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -401840.312500 Penalty: 2718.541016
	Iteration 3Q: 3 clusters Score -401840.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -401895.437500 Penalty: 2718.541016
	Iteration 4Q: 3 clusters Score -401895.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -401935.000000 Penalty: 2718.541016
	Iteration 5Q: 3 clusters Score -401935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -401972.375000 Penalty: 2718.541016
	Iteration 6Q: 3 clusters Score -401972.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -402006.125000 Penalty: 2718.541016
	Iteration 7Q: 3 clusters Score -402006.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -402043.468750 Penalty: 2718.541016
	Iteration 8Q: 3 clusters Score -402043.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -402083.593750 Penalty: 2718.541016
	Iteration 9Q: 3 clusters Score -402083.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -402125.375000 Penalty: 2718.541016
	Iteration 10Q: 3 clusters Score -402125.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -402173.531250 Penalty: 2718.541016
	Iteration 11Q: 3 clusters Score -402173.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -402234.875000 Penalty: 2718.541016
	Iteration 12Q: 3 clusters Score -402234.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -402288.468750 Penalty: 2718.541016
	Iteration 13Q: 3 clusters Score -402288.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -402341.750000 Penalty: 2718.541016
	Iteration 14Q: 3 clusters Score -402341.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -402413.437500 Penalty: 2718.541016
	Iteration 15Q: 3 clusters Score -402413.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -402496.625000 Penalty: 2718.541016
	Iteration 16Q: 3 clusters Score -402496.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -402574.843750 Penalty: 2718.541016
	Iteration 17Q: 3 clusters Score -402574.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -402646.718750 Penalty: 2718.541016
	Iteration 18Q: 3 clusters Score -402646.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -402716.250000 Penalty: 2718.541016
	Iteration 19Q: 3 clusters Score -402716.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -402776.687500 Penalty: 2718.541016
	Iteration 20F: 3 clusters Score -402776.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -402820.281250 Penalty: 2718.541016
	Iteration 21Q: 3 clusters Score -402820.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -402858.937500 Penalty: 2718.541016
	Iteration 22Q: 3 clusters Score -402858.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -402884.343750 Penalty: 2718.541016
	Iteration 23Q: 3 clusters Score -402884.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -402902.687500 Penalty: 2718.541016
	Iteration 24Q: 3 clusters Score -402902.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -402922.156250 Penalty: 2718.541016
	Iteration 25Q: 3 clusters Score -402922.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -402941.156250 Penalty: 2718.541016
	Iteration 26Q: 3 clusters Score -402941.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -402952.125000 Penalty: 2718.541016
	Iteration 27Q: 3 clusters Score -402952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -402963.531250 Penalty: 2718.541016
	Iteration 28Q: 3 clusters Score -402963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -402970.375000 Penalty: 2718.541016
	Iteration 29Q: 3 clusters Score -402970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -402976.937500 Penalty: 2718.541016
	Iteration 30Q: 3 clusters Score -402976.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -402982.468750 Penalty: 2718.541016
	Iteration 31Q: 3 clusters Score -402982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -402988.750000 Penalty: 2718.541016
	Iteration 32Q: 3 clusters Score -402988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -402991.687500 Penalty: 2718.541016
	Iteration 33Q: 3 clusters Score -402991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -402992.406250 Penalty: 2718.541016
	Iteration 34Q: 3 clusters Score -402992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -402992.406250 Penalty: 2718.541016
	Iteration 35F: 3 clusters Score -402992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Entering Unmasked Estep 
Score: -712279.187500 Penalty: 1457.839722
	Iteration 0F: 2 clusters Score -712279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -706478.687500 Penalty: 2915.679443
	Iteration 0F: 3 clusters Score -706478.7 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -708236.187500 Penalty: 2915.679443
	Iteration 1F: 3 clusters Score -708236.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -708471.000000 Penalty: 2915.679443
	Iteration 2F: 3 clusters Score -708471 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -708658.500000 Penalty: 2915.679443
	Iteration 3Q: 3 clusters Score -708658.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -708814.375000 Penalty: 2915.679443
	Iteration 4Q: 3 clusters Score -708814.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -708991.500000 Penalty: 2915.679443
	Iteration 5Q: 3 clusters Score -708991.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -709226.187500 Penalty: 2915.679443
	Iteration 6Q: 3 clusters Score -709226.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -709493.812500 Penalty: 2915.679443
	Iteration 7Q: 3 clusters Score -709493.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -709803.750000 Penalty: 2915.679443
	Iteration 8F: 3 clusters Score -709803.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -710099.687500 Penalty: 2915.679443
	Iteration 9Q: 3 clusters Score -710099.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -710337.750000 Penalty: 2915.679443
	Iteration 10Q: 3 clusters Score -710337.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -710529.312500 Penalty: 2915.679443
	Iteration 11Q: 3 clusters Score -710529.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -710676.500000 Penalty: 2915.679443
	Iteration 12Q: 3 clusters Score -710676.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -710790.125000 Penalty: 2915.679443
	Iteration 13Q: 3 clusters Score -710790.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -710849.562500 Penalty: 2915.679443
	Iteration 14Q: 3 clusters Score -710849.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -710883.625000 Penalty: 2915.679443
	Iteration 15Q: 3 clusters Score -710883.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -710902.437500 Penalty: 2915.679443
	Iteration 16Q: 3 clusters Score -710902.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -710919.687500 Penalty: 2915.679443
	Iteration 17Q: 3 clusters Score -710919.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -710935.000000 Penalty: 2915.679443
	Iteration 18Q: 3 clusters Score -710935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -710951.812500 Penalty: 2915.679443
	Iteration 19Q: 3 clusters Score -710951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -710961.625000 Penalty: 2915.679443
	Iteration 20F: 3 clusters Score -710961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -710970.812500 Penalty: 2915.679443
	Iteration 21Q: 3 clusters Score -710970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -710979.250000 Penalty: 2915.679443
	Iteration 22Q: 3 clusters Score -710979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -710985.312500 Penalty: 2915.679443
	Iteration 23Q: 3 clusters Score -710985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -710990.437500 Penalty: 2915.679443
	Iteration 24Q: 3 clusters Score -710990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -710991.500000 Penalty: 2915.679443
	Iteration 25Q: 3 clusters Score -710991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -710991.500000 Penalty: 2915.679443
	Iteration 26F: 3 clusters Score -710991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -96395.578125 Penalty: 1144.797119
	Iteration 0F: 2 clusters Score -96395.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -94845.046875 Penalty: 2289.594238
	Iteration 0F: 3 clusters Score -94845.05 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95158.375000 Penalty: 2289.594238
	Iteration 1F: 3 clusters Score -95158.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95243.312500 Penalty: 2289.594238
	Iteration 2F: 3 clusters Score -95243.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95311.179688 Penalty: 2289.594238
	Iteration 3Q: 3 clusters Score -95311.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -95363.750000 Penalty: 2289.594238
	Iteration 4Q: 3 clusters Score -95363.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95398.054688 Penalty: 2289.594238
	Iteration 5Q: 3 clusters Score -95398.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -95428.460938 Penalty: 2289.594238
	Iteration 6Q: 3 clusters Score -95428.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95466.304688 Penalty: 2289.594238
	Iteration 7Q: 3 clusters Score -95466.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95505.953125 Penalty: 2289.594238
	Iteration 8Q: 3 clusters Score -95505.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95539.914062 Penalty: 2289.594238
	Iteration 9Q: 3 clusters Score -95539.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95569.312500 Penalty: 2289.594238
	Iteration 10Q: 3 clusters Score -95569.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95583.929688 Penalty: 2289.594238
	Iteration 11Q: 3 clusters Score -95583.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95591.140625 Penalty: 2289.594238
	Iteration 12Q: 3 clusters Score -95591.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95600.367188 Penalty: 2289.594238
	Iteration 13Q: 3 clusters Score -95600.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95608.000000 Penalty: 2289.594238
	Iteration 14Q: 3 clusters Score -95608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95610.171875 Penalty: 2289.594238
	Iteration 15Q: 3 clusters Score -95610.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95612.265625 Penalty: 2289.594238
	Iteration 16Q: 3 clusters Score -95612.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95613.976562 Penalty: 2289.594238
	Iteration 17Q: 3 clusters Score -95613.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95614.648438 Penalty: 2289.594238
	Iteration 18Q: 3 clusters Score -95614.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95614.648438 Penalty: 2289.594238
	Iteration 19F: 3 clusters Score -95614.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Entering Unmasked Estep 
Score: -1462944.250000 Penalty: 1577.642090
	Iteration 0F: 2 clusters Score -1462944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1451614.375000 Penalty: 3155.284180
	Iteration 0F: 3 clusters Score -1451614 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1455551.375000 Penalty: 3155.284180
	Iteration 1F: 3 clusters Score -1455551 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1455929.125000 Penalty: 3155.284180
	Iteration 2F: 3 clusters Score -1455929 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1456354.250000 Penalty: 3155.284180
	Iteration 3F: 3 clusters Score -1456354 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1456907.750000 Penalty: 3155.284180
	Iteration 4F: 3 clusters Score -1456908 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1457624.500000 Penalty: 3155.284180
	Iteration 5F: 3 clusters Score -1457624 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1458489.375000 Penalty: 3155.284180
	Iteration 6F: 3 clusters Score -1458489 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1459410.500000 Penalty: 3155.284180
	Iteration 7F: 3 clusters Score -1459410 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1460240.000000 Penalty: 3155.284180
	Iteration 8F: 3 clusters Score -1460240 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1460813.375000 Penalty: 3155.284180
	Iteration 9Q: 3 clusters Score -1460813 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1461272.625000 Penalty: 3155.284180
	Iteration 10Q: 3 clusters Score -1461273 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1461560.125000 Penalty: 3155.284180
	Iteration 11Q: 3 clusters Score -1461560 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1461728.250000 Penalty: 3155.284180
	Iteration 12Q: 3 clusters Score -1461728 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1461835.125000 Penalty: 3155.284180
	Iteration 13Q: 3 clusters Score -1461835 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1461908.625000 Penalty: 3155.284180
	Iteration 14Q: 3 clusters Score -1461909 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1461964.375000 Penalty: 3155.284180
	Iteration 15Q: 3 clusters Score -1461964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1461997.625000 Penalty: 3155.284180
	Iteration 16Q: 3 clusters Score -1461998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1462017.875000 Penalty: 3155.284180
	Iteration 17Q: 3 clusters Score -1462018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1462037.625000 Penalty: 3155.284180
	Iteration 18Q: 3 clusters Score -1462038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1462060.250000 Penalty: 3155.284180
	Iteration 19Q: 3 clusters Score -1462060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1462082.000000 Penalty: 3155.284180
	Iteration 20F: 3 clusters Score -1462082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1462092.750000 Penalty: 3155.284180
	Iteration 21Q: 3 clusters Score -1462093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1462106.375000 Penalty: 3155.284180
	Iteration 22Q: 3 clusters Score -1462106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1462122.875000 Penalty: 3155.284180
	Iteration 23Q: 3 clusters Score -1462123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1462130.625000 Penalty: 3155.284180
	Iteration 24Q: 3 clusters Score -1462131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1462143.875000 Penalty: 3155.284180
	Iteration 25Q: 3 clusters Score -1462144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1462149.000000 Penalty: 3155.284180
	Iteration 26Q: 3 clusters Score -1462149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1462154.750000 Penalty: 3155.284180
	Iteration 27Q: 3 clusters Score -1462155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1462160.875000 Penalty: 3155.284180
	Iteration 28Q: 3 clusters Score -1462161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1462160.375000 Penalty: 3155.284180
	Iteration 29Q: 3 clusters Score -1462160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1462163.625000 Penalty: 3155.284180
	Iteration 30Q: 3 clusters Score -1462164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1462173.875000 Penalty: 3155.284180
	Iteration 31Q: 3 clusters Score -1462174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1462171.750000 Penalty: 3155.284180
	Iteration 32Q: 3 clusters Score -1462172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1462176.125000 Penalty: 3155.284180
	Iteration 33Q: 3 clusters Score -1462176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1462181.250000 Penalty: 3155.284180
	Iteration 34Q: 3 clusters Score -1462181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1462180.875000 Penalty: 3155.284180
	Iteration 35Q: 3 clusters Score -1462181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1462186.500000 Penalty: 3155.284180
	Iteration 36Q: 3 clusters Score -1462186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1462190.000000 Penalty: 3155.284180
	Iteration 37Q: 3 clusters Score -1462190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1462193.375000 Penalty: 3155.284180
	Iteration 38Q: 3 clusters Score -1462193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1462195.750000 Penalty: 3155.284180
	Iteration 39Q: 3 clusters Score -1462196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1462201.500000 Penalty: 3155.284180
	Iteration 40F: 3 clusters Score -1462202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1462201.625000 Penalty: 3155.284180
	Iteration 41Q: 3 clusters Score -1462202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1462200.875000 Penalty: 3155.284180
	Iteration 42Q: 3 clusters Score -1462201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1462204.875000 Penalty: 3155.284180
	Iteration 43Q: 3 clusters Score -1462205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1462206.500000 Penalty: 3155.284180
	Iteration 44Q: 3 clusters Score -1462206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1462205.375000 Penalty: 3155.284180
	Iteration 45Q: 3 clusters Score -1462205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1462207.250000 Penalty: 3155.284180
	Iteration 46Q: 3 clusters Score -1462207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1462205.500000 Penalty: 3155.284180
	Iteration 47Q: 3 clusters Score -1462206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1462207.375000 Penalty: 3155.284180
	Iteration 48Q: 3 clusters Score -1462207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1462208.250000 Penalty: 3155.284180
	Iteration 49Q: 3 clusters Score -1462208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1462208.000000 Penalty: 3155.284180
	Iteration 50Q: 3 clusters Score -1462208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1462208.000000 Penalty: 3155.284180
	Iteration 51F: 3 clusters Score -1462208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Entering Unmasked Estep 
Score: -473970.406250 Penalty: 1394.521240
	Iteration 0F: 2 clusters Score -473970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -469795.375000 Penalty: 2789.042480
	Iteration 0F: 3 clusters Score -469795.4 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -470935.593750 Penalty: 2789.042480
	Iteration 1F: 3 clusters Score -470935.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -471116.625000 Penalty: 2789.042480
	Iteration 2F: 3 clusters Score -471116.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -471250.656250 Penalty: 2789.042480
	Iteration 3F: 3 clusters Score -471250.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -471341.875000 Penalty: 2789.042480
	Iteration 4Q: 3 clusters Score -471341.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -471416.812500 Penalty: 2789.042480
	Iteration 5Q: 3 clusters Score -471416.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -471478.937500 Penalty: 2789.042480
	Iteration 6Q: 3 clusters Score -471478.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -471534.843750 Penalty: 2789.042480
	Iteration 7Q: 3 clusters Score -471534.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -471597.281250 Penalty: 2789.042480
	Iteration 8Q: 3 clusters Score -471597.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -471661.187500 Penalty: 2789.042480
	Iteration 9Q: 3 clusters Score -471661.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -471727.906250 Penalty: 2789.042480
	Iteration 10Q: 3 clusters Score -471727.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -471816.031250 Penalty: 2789.042480
	Iteration 11Q: 3 clusters Score -471816 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -471929.156250 Penalty: 2789.042480
	Iteration 12Q: 3 clusters Score -471929.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -472050.156250 Penalty: 2789.042480
	Iteration 13Q: 3 clusters Score -472050.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -472183.406250 Penalty: 2789.042480
	Iteration 14Q: 3 clusters Score -472183.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -472318.468750 Penalty: 2789.042480
	Iteration 15Q: 3 clusters Score -472318.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -472431.375000 Penalty: 2789.042480
	Iteration 16Q: 3 clusters Score -472431.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -472511.500000 Penalty: 2789.042480
	Iteration 17Q: 3 clusters Score -472511.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -472581.937500 Penalty: 2789.042480
	Iteration 18Q: 3 clusters Score -472581.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -472640.500000 Penalty: 2789.042480
	Iteration 19Q: 3 clusters Score -472640.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -472680.968750 Penalty: 2789.042480
	Iteration 20F: 3 clusters Score -472681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -472705.406250 Penalty: 2789.042480
	Iteration 21Q: 3 clusters Score -472705.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -472724.968750 Penalty: 2789.042480
	Iteration 22Q: 3 clusters Score -472725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -472753.187500 Penalty: 2789.042480
	Iteration 23Q: 3 clusters Score -472753.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -472776.218750 Penalty: 2789.042480
	Iteration 24Q: 3 clusters Score -472776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -472787.093750 Penalty: 2789.042480
	Iteration 25Q: 3 clusters Score -472787.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -472799.062500 Penalty: 2789.042480
	Iteration 26Q: 3 clusters Score -472799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -472808.250000 Penalty: 2789.042480
	Iteration 27Q: 3 clusters Score -472808.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -472816.125000 Penalty: 2789.042480
	Iteration 28Q: 3 clusters Score -472816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -472821.000000 Penalty: 2789.042480
	Iteration 29Q: 3 clusters Score -472821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -472824.343750 Penalty: 2789.042480
	Iteration 30Q: 3 clusters Score -472824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -472828.718750 Penalty: 2789.042480
	Iteration 31Q: 3 clusters Score -472828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -472831.718750 Penalty: 2789.042480
	Iteration 32Q: 3 clusters Score -472831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -472835.406250 Penalty: 2789.042480
	Iteration 33Q: 3 clusters Score -472835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -472837.843750 Penalty: 2789.042480
	Iteration 34Q: 3 clusters Score -472837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -472838.625000 Penalty: 2789.042480
	Iteration 35Q: 3 clusters Score -472838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -472838.625000 Penalty: 2789.042480
	Iteration 36F: 3 clusters Score -472838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -187766.109375 Penalty: 1241.598145
	Iteration 0F: 2 clusters Score -187766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -185627.250000 Penalty: 2483.196289
	Iteration 0F: 3 clusters Score -185627.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -186074.921875 Penalty: 2483.196289
	Iteration 1F: 3 clusters Score -186074.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -186206.984375 Penalty: 2483.196289
	Iteration 2F: 3 clusters Score -186207 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -186280.187500 Penalty: 2483.196289
	Iteration 3Q: 3 clusters Score -186280.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -186326.750000 Penalty: 2483.196289
	Iteration 4Q: 3 clusters Score -186326.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -186358.312500 Penalty: 2483.196289
	Iteration 5Q: 3 clusters Score -186358.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -186380.125000 Penalty: 2483.196289
	Iteration 6Q: 3 clusters Score -186380.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -186393.953125 Penalty: 2483.196289
	Iteration 7Q: 3 clusters Score -186394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -186402.640625 Penalty: 2483.196289
	Iteration 8Q: 3 clusters Score -186402.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -186413.546875 Penalty: 2483.196289
	Iteration 9Q: 3 clusters Score -186413.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -186421.796875 Penalty: 2483.196289
	Iteration 10Q: 3 clusters Score -186421.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -186431.875000 Penalty: 2483.196289
	Iteration 11Q: 3 clusters Score -186431.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -186441.984375 Penalty: 2483.196289
	Iteration 12Q: 3 clusters Score -186442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -186446.875000 Penalty: 2483.196289
	Iteration 13Q: 3 clusters Score -186446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -186448.406250 Penalty: 2483.196289
	Iteration 14Q: 3 clusters Score -186448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -186449.359375 Penalty: 2483.196289
	Iteration 15Q: 3 clusters Score -186449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186451.500000 Penalty: 2483.196289
	Iteration 16Q: 3 clusters Score -186451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -186452.375000 Penalty: 2483.196289
	Iteration 17Q: 3 clusters Score -186452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -186453.859375 Penalty: 2483.196289
	Iteration 18Q: 3 clusters Score -186453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -186454.312500 Penalty: 2483.196289
	Iteration 19Q: 3 clusters Score -186454.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -186455.906250 Penalty: 2483.196289
	Iteration 20F: 3 clusters Score -186455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -186458.125000 Penalty: 2483.196289
	Iteration 21Q: 3 clusters Score -186458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -186461.859375 Penalty: 2483.196289
	Iteration 22Q: 3 clusters Score -186461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -186466.812500 Penalty: 2483.196289
	Iteration 23Q: 3 clusters Score -186466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -186471.312500 Penalty: 2483.196289
	Iteration 24Q: 3 clusters Score -186471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -186475.328125 Penalty: 2483.196289
	Iteration 25Q: 3 clusters Score -186475.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -186481.375000 Penalty: 2483.196289
	Iteration 26Q: 3 clusters Score -186481.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -186487.218750 Penalty: 2483.196289
	Iteration 27Q: 3 clusters Score -186487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -186491.875000 Penalty: 2483.196289
	Iteration 28Q: 3 clusters Score -186491.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -186496.343750 Penalty: 2483.196289
	Iteration 29Q: 3 clusters Score -186496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -186499.171875 Penalty: 2483.196289
	Iteration 30Q: 3 clusters Score -186499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -186501.593750 Penalty: 2483.196289
	Iteration 31Q: 3 clusters Score -186501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -186504.640625 Penalty: 2483.196289
	Iteration 32Q: 3 clusters Score -186504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -186506.359375 Penalty: 2483.196289
	Iteration 33Q: 3 clusters Score -186506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -186507.828125 Penalty: 2483.196289
	Iteration 34Q: 3 clusters Score -186507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -186508.703125 Penalty: 2483.196289
	Iteration 35Q: 3 clusters Score -186508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -186509.921875 Penalty: 2483.196289
	Iteration 36Q: 3 clusters Score -186509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -186510.359375 Penalty: 2483.196289
	Iteration 37Q: 3 clusters Score -186510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -186510.609375 Penalty: 2483.196289
	Iteration 38Q: 3 clusters Score -186510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -186510.609375 Penalty: 2483.196289
	Iteration 39F: 3 clusters Score -186510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -542806.500000 Penalty: 1411.955811
	Iteration 0F: 2 clusters Score -542806.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -538281.500000 Penalty: 2823.911621
	Iteration 0F: 3 clusters Score -538281.5 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -539557.812500 Penalty: 2823.911621
	Iteration 1F: 3 clusters Score -539557.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -539740.875000 Penalty: 2823.911621
	Iteration 2F: 3 clusters Score -539740.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -539894.812500 Penalty: 2823.911621
	Iteration 3F: 3 clusters Score -539894.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -540023.937500 Penalty: 2823.911621
	Iteration 4Q: 3 clusters Score -540023.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -540137.875000 Penalty: 2823.911621
	Iteration 5Q: 3 clusters Score -540137.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -540238.312500 Penalty: 2823.911621
	Iteration 6Q: 3 clusters Score -540238.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -540339.687500 Penalty: 2823.911621
	Iteration 7Q: 3 clusters Score -540339.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -540461.312500 Penalty: 2823.911621
	Iteration 8Q: 3 clusters Score -540461.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -540589.937500 Penalty: 2823.911621
	Iteration 9Q: 3 clusters Score -540589.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -540728.375000 Penalty: 2823.911621
	Iteration 10Q: 3 clusters Score -540728.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -540864.875000 Penalty: 2823.911621
	Iteration 11Q: 3 clusters Score -540864.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -541002.125000 Penalty: 2823.911621
	Iteration 12Q: 3 clusters Score -541002.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -541125.062500 Penalty: 2823.911621
	Iteration 13Q: 3 clusters Score -541125.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -541232.187500 Penalty: 2823.911621
	Iteration 14Q: 3 clusters Score -541232.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -541309.875000 Penalty: 2823.911621
	Iteration 15Q: 3 clusters Score -541309.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -541356.812500 Penalty: 2823.911621
	Iteration 16Q: 3 clusters Score -541356.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -541404.312500 Penalty: 2823.911621
	Iteration 17Q: 3 clusters Score -541404.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -541453.000000 Penalty: 2823.911621
	Iteration 18Q: 3 clusters Score -541453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -541486.125000 Penalty: 2823.911621
	Iteration 19Q: 3 clusters Score -541486.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -541516.500000 Penalty: 2823.911621
	Iteration 20F: 3 clusters Score -541516.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -541544.250000 Penalty: 2823.911621
	Iteration 21Q: 3 clusters Score -541544.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -541567.125000 Penalty: 2823.911621
	Iteration 22Q: 3 clusters Score -541567.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -541582.250000 Penalty: 2823.911621
	Iteration 23Q: 3 clusters Score -541582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -541591.687500 Penalty: 2823.911621
	Iteration 24Q: 3 clusters Score -541591.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -541600.250000 Penalty: 2823.911621
	Iteration 25Q: 3 clusters Score -541600.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -541615.625000 Penalty: 2823.911621
	Iteration 26Q: 3 clusters Score -541615.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -541637.250000 Penalty: 2823.911621
	Iteration 27Q: 3 clusters Score -541637.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -541651.250000 Penalty: 2823.911621
	Iteration 28Q: 3 clusters Score -541651.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -541658.125000 Penalty: 2823.911621
	Iteration 29Q: 3 clusters Score -541658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -541666.500000 Penalty: 2823.911621
	Iteration 30Q: 3 clusters Score -541666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -541668.500000 Penalty: 2823.911621
	Iteration 31Q: 3 clusters Score -541668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -541672.062500 Penalty: 2823.911621
	Iteration 32Q: 3 clusters Score -541672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -541672.937500 Penalty: 2823.911621
	Iteration 33Q: 3 clusters Score -541672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -541672.937500 Penalty: 2823.911621
	Iteration 34F: 3 clusters Score -541672.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -414870.625000 Penalty: 1369.608765
	Iteration 0F: 2 clusters Score -414870.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -411141.812500 Penalty: 2739.217529
	Iteration 0F: 3 clusters Score -411141.8 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -412140.218750 Penalty: 2739.217529
	Iteration 1F: 3 clusters Score -412140.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -412301.968750 Penalty: 2739.217529
	Iteration 2F: 3 clusters Score -412302 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -412410.437500 Penalty: 2739.217529
	Iteration 3F: 3 clusters Score -412410.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -412476.093750 Penalty: 2739.217529
	Iteration 4Q: 3 clusters Score -412476.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -412528.187500 Penalty: 2739.217529
	Iteration 5Q: 3 clusters Score -412528.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -412560.375000 Penalty: 2739.217529
	Iteration 6Q: 3 clusters Score -412560.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -412597.000000 Penalty: 2739.217529
	Iteration 7Q: 3 clusters Score -412597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -412634.125000 Penalty: 2739.217529
	Iteration 8Q: 3 clusters Score -412634.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -412670.312500 Penalty: 2739.217529
	Iteration 9Q: 3 clusters Score -412670.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -412706.312500 Penalty: 2739.217529
	Iteration 10Q: 3 clusters Score -412706.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -412747.656250 Penalty: 2739.217529
	Iteration 11Q: 3 clusters Score -412747.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -412794.375000 Penalty: 2739.217529
	Iteration 12Q: 3 clusters Score -412794.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -412849.156250 Penalty: 2739.217529
	Iteration 13Q: 3 clusters Score -412849.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -412899.312500 Penalty: 2739.217529
	Iteration 14Q: 3 clusters Score -412899.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -412950.687500 Penalty: 2739.217529
	Iteration 15Q: 3 clusters Score -412950.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -413004.906250 Penalty: 2739.217529
	Iteration 16Q: 3 clusters Score -413004.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -413061.281250 Penalty: 2739.217529
	Iteration 17Q: 3 clusters Score -413061.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -413132.687500 Penalty: 2739.217529
	Iteration 18Q: 3 clusters Score -413132.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -413185.625000 Penalty: 2739.217529
	Iteration 19Q: 3 clusters Score -413185.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -413248.812500 Penalty: 2739.217529
	Iteration 20F: 3 clusters Score -413248.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -413310.812500 Penalty: 2739.217529
	Iteration 21Q: 3 clusters Score -413310.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -413362.062500 Penalty: 2739.217529
	Iteration 22Q: 3 clusters Score -413362.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -413417.156250 Penalty: 2739.217529
	Iteration 23Q: 3 clusters Score -413417.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -413470.531250 Penalty: 2739.217529
	Iteration 24Q: 3 clusters Score -413470.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -413510.375000 Penalty: 2739.217529
	Iteration 25Q: 3 clusters Score -413510.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -413545.062500 Penalty: 2739.217529
	Iteration 26Q: 3 clusters Score -413545.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -413565.468750 Penalty: 2739.217529
	Iteration 27Q: 3 clusters Score -413565.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -413583.218750 Penalty: 2739.217529
	Iteration 28Q: 3 clusters Score -413583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -413593.343750 Penalty: 2739.217529
	Iteration 29Q: 3 clusters Score -413593.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -413603.593750 Penalty: 2739.217529
	Iteration 30Q: 3 clusters Score -413603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -413612.718750 Penalty: 2739.217529
	Iteration 31Q: 3 clusters Score -413612.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -413622.156250 Penalty: 2739.217529
	Iteration 32Q: 3 clusters Score -413622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -413630.812500 Penalty: 2739.217529
	Iteration 33Q: 3 clusters Score -413630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -413640.812500 Penalty: 2739.217529
	Iteration 34Q: 3 clusters Score -413640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -413656.625000 Penalty: 2739.217529
	Iteration 35Q: 3 clusters Score -413656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -413664.093750 Penalty: 2739.217529
	Iteration 36Q: 3 clusters Score -413664.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -413674.937500 Penalty: 2739.217529
	Iteration 37Q: 3 clusters Score -413674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -413685.843750 Penalty: 2739.217529
	Iteration 38Q: 3 clusters Score -413685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -413693.843750 Penalty: 2739.217529
	Iteration 39Q: 3 clusters Score -413693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -413698.218750 Penalty: 2739.217529
	Iteration 40F: 3 clusters Score -413698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -413703.187500 Penalty: 2739.217529
	Iteration 41Q: 3 clusters Score -413703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -413708.687500 Penalty: 2739.217529
	Iteration 42Q: 3 clusters Score -413708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -413713.468750 Penalty: 2739.217529
	Iteration 43Q: 3 clusters Score -413713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -413715.937500 Penalty: 2739.217529
	Iteration 44Q: 3 clusters Score -413715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -413718.750000 Penalty: 2739.217529
	Iteration 45Q: 3 clusters Score -413718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -413720.875000 Penalty: 2739.217529
	Iteration 46Q: 3 clusters Score -413720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -413724.875000 Penalty: 2739.217529
	Iteration 47Q: 3 clusters Score -413724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -413727.781250 Penalty: 2739.217529
	Iteration 48Q: 3 clusters Score -413727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -413727.781250 Penalty: 2739.217529
	Iteration 49F: 3 clusters Score -413727.8 nChanged 0
--- Evaluating fit on full set of 1731321 points ---
Entering Unmasked Estep 
Score: -154944432.000000 Penalty: 63023.785156
21->28 Clusters: Score -154944432.000000, best is -154917440.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 577107 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 27591 members 
Mstep: Class 3 contains 27617 members 
Mstep: Class 4 contains 27349 members 
Mstep: Class 5 contains 27451 members 
Mstep: Class 6 contains 27427 members 
Mstep: Class 7 contains 27630 members 
Mstep: Class 8 contains 27355 members 
Mstep: Class 9 contains 27295 members 
Mstep: Class 10 contains 27538 members 
Mstep: Class 11 contains 27518 members 
Mstep: Class 12 contains 27402 members 
Mstep: Class 13 contains 27555 members 
Mstep: Class 14 contains 27439 members 
Mstep: Class 15 contains 27534 members 
Mstep: Class 16 contains 27633 members 
Mstep: Class 17 contains 27340 members 
Mstep: Class 18 contains 27300 members 
Mstep: Class 19 contains 27643 members 
Mstep: Class 20 contains 27492 members 
Mstep: Class 21 contains 27406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 589.330444 but Gain 2155.687500
Score: -48550220.000000 Penalty: 43113.796875
Iteration 0F: 21 clusters Score -4.855022e+07 nChanged 545167
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 61108 members 
Mstep: Class 3 contains 25860 members 
Mstep: Class 4 contains 24575 members 
Mstep: Class 5 contains 30209 members 
Mstep: Class 6 contains 16175 members 
Mstep: Class 7 contains 53050 members 
Mstep: Class 8 contains 20447 members 
Mstep: Class 9 contains 33953 members 
Mstep: Class 10 contains 30519 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 27120 members 
Mstep: Class 13 contains 33559 members 
Mstep: Class 14 contains 24720 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 25394 members 
Mstep: Class 17 contains 34806 members 
Mstep: Class 19 contains 33522 members 
Mstep: Class 20 contains 16120 members 
Mstep: Class 21 contains 21777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50302852.000000 Penalty: 43113.796875
Iteration 1F: 21 clusters Score -5.030285e+07 nChanged 205579
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 76276 members 
Mstep: Class 3 contains 20802 members 
Mstep: Class 4 contains 22396 members 
Mstep: Class 5 contains 39751 members 
Mstep: Class 6 contains 12781 members 
Mstep: Class 7 contains 63394 members 
Mstep: Class 8 contains 12016 members 
Mstep: Class 9 contains 29911 members 
Mstep: Class 10 contains 38561 members 
Mstep: Class 11 contains 21037 members 
Mstep: Class 12 contains 17179 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 24563 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 25420 members 
Mstep: Class 17 contains 59339 members 
Mstep: Class 19 contains 22403 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 22379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50746168.000000 Penalty: 43113.796875
Iteration 2F: 21 clusters Score -5.074617e+07 nChanged 151099
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 76356 members 
Mstep: Class 3 contains 14509 members 
Mstep: Class 4 contains 25910 members 
Mstep: Class 5 contains 42090 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 68524 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 19574 members 
Mstep: Class 10 contains 42778 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 10315 members 
Mstep: Class 13 contains 20614 members 
Mstep: Class 14 contains 23969 members 
Mstep: Class 15 contains 10669 members 
Mstep: Class 16 contains 30352 members 
Mstep: Class 17 contains 93399 members 
Mstep: Class 19 contains 15781 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 27180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50975364.000000 Penalty: 43113.796875
Iteration 3F: 21 clusters Score -5.097536e+07 nChanged 117707
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 72591 members 
Mstep: Class 3 contains 10281 members 
Mstep: Class 4 contains 29994 members 
Mstep: Class 5 contains 42265 members 
Mstep: Class 6 contains 11034 members 
Mstep: Class 7 contains 69638 members 
Mstep: Class 8 contains 5407 members 
Mstep: Class 9 contains 11325 members 
Mstep: Class 10 contains 47255 members 
Mstep: Class 11 contains 14249 members 
Mstep: Class 12 contains 8134 members 
Mstep: Class 13 contains 12079 members 
Mstep: Class 14 contains 19848 members 
Mstep: Class 15 contains 10177 members 
Mstep: Class 16 contains 33482 members 
Mstep: Class 17 contains 127795 members 
Mstep: Class 19 contains 10294 members 
Mstep: Class 20 contains 4220 members 
Mstep: Class 21 contains 28480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51136208.000000 Penalty: 43113.796875
Iteration 4F: 21 clusters Score -5.113621e+07 nChanged 93523
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 69152 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 30693 members 
Mstep: Class 5 contains 42606 members 
Mstep: Class 6 contains 9189 members 
Mstep: Class 7 contains 68435 members 
Mstep: Class 8 contains 4412 members 
Mstep: Class 9 contains 6048 members 
Mstep: Class 10 contains 51321 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 7310 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 14212 members 
Mstep: Class 15 contains 9902 members 
Mstep: Class 16 contains 33309 members 
Mstep: Class 17 contains 156023 members 
Mstep: Class 19 contains 6626 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 29664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51286112.000000 Penalty: 43113.796875
Iteration 5F: 21 clusters Score -5.128611e+07 nChanged 70221
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 67614 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 4 contains 28690 members 
Mstep: Class 5 contains 42893 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 65405 members 
Mstep: Class 8 contains 4796 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 54557 members 
Mstep: Class 11 contains 12488 members 
Mstep: Class 12 contains 6102 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 9969 members 
Mstep: Class 15 contains 9630 members 
Mstep: Class 16 contains 32001 members 
Mstep: Class 17 contains 173461 members 
Mstep: Class 19 contains 4739 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 34376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1736.509888 but Gain 2155.691406
Score: -51363864.000000 Penalty: 40958.105469
Iteration 6F: 20 clusters Score -5.136386e+07 nChanged 51134
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 69116 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 26652 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 6127 members 
Mstep: Class 7 contains 61529 members 
Mstep: Class 8 contains 5560 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 57577 members 
Mstep: Class 11 contains 12189 members 
Mstep: Class 12 contains 4803 members 
Mstep: Class 14 contains 8028 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 30480 members 
Mstep: Class 17 contains 184538 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 3735 members 
Mstep: Class 21 contains 38421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1279.180786 but Gain 2155.687500
Score: -51405816.000000 Penalty: 38802.417969
Iteration 7F: 19 clusters Score -5.140582e+07 nChanged 35729
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 72140 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 25875 members 
Mstep: Class 5 contains 41343 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 57019 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 10 contains 59709 members 
Mstep: Class 11 contains 11926 members 
Mstep: Class 12 contains 3856 members 
Mstep: Class 14 contains 7372 members 
Mstep: Class 15 contains 9001 members 
Mstep: Class 16 contains 29034 members 
Mstep: Class 17 contains 190230 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 40580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 842.754700 but Gain 2155.691406
Score: -51431608.000000 Penalty: 36646.726562
Iteration 8F: 18 clusters Score -5.143161e+07 nChanged 27960
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 76525 members 
Mstep: Class 3 contains 7474 members 
Mstep: Class 4 contains 25740 members 
Mstep: Class 5 contains 39340 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 52196 members 
Mstep: Class 8 contains 6476 members 
Mstep: Class 10 contains 61325 members 
Mstep: Class 11 contains 11665 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 14 contains 7166 members 
Mstep: Class 15 contains 8857 members 
Mstep: Class 16 contains 27534 members 
Mstep: Class 17 contains 193309 members 
Mstep: Class 19 contains 3356 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 42496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51447864.000000 Penalty: 36646.726562
Iteration 9Q: 18 clusters Score -5.144786e+07 nChanged 21553
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 81948 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 26292 members 
Mstep: Class 5 contains 37120 members 
Mstep: Class 6 contains 6482 members 
Mstep: Class 7 contains 47325 members 
Mstep: Class 8 contains 6676 members 
Mstep: Class 10 contains 62458 members 
Mstep: Class 11 contains 11455 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 8840 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 17 contains 194943 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 42540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51459344.000000 Penalty: 36646.726562
Iteration 10Q: 18 clusters Score -5.145934e+07 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 87788 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 27215 members 
Mstep: Class 5 contains 35161 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 42593 members 
Mstep: Class 8 contains 6734 members 
Mstep: Class 10 contains 63045 members 
Mstep: Class 11 contains 11246 members 
Mstep: Class 12 contains 2912 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 8791 members 
Mstep: Class 16 contains 24975 members 
Mstep: Class 17 contains 195629 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 42549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51469700.000000 Penalty: 36646.726562
Iteration 11Q: 18 clusters Score -5.14697e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 93289 members 
Mstep: Class 3 contains 7199 members 
Mstep: Class 4 contains 28374 members 
Mstep: Class 5 contains 33882 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 38206 members 
Mstep: Class 8 contains 6754 members 
Mstep: Class 10 contains 63132 members 
Mstep: Class 11 contains 10975 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 14 contains 7619 members 
Mstep: Class 15 contains 8757 members 
Mstep: Class 16 contains 23821 members 
Mstep: Class 17 contains 195775 members 
Mstep: Class 19 contains 3166 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 42559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51478908.000000 Penalty: 36646.726562
Iteration 12Q: 18 clusters Score -5.147891e+07 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 98326 members 
Mstep: Class 3 contains 7125 members 
Mstep: Class 4 contains 29768 members 
Mstep: Class 5 contains 33215 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 34338 members 
Mstep: Class 8 contains 6717 members 
Mstep: Class 10 contains 62666 members 
Mstep: Class 11 contains 10707 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 14 contains 7877 members 
Mstep: Class 15 contains 8725 members 
Mstep: Class 16 contains 22601 members 
Mstep: Class 17 contains 195599 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 3990 members 
Mstep: Class 21 contains 42579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51487400.000000 Penalty: 36646.726562
Iteration 13Q: 18 clusters Score -5.14874e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 102739 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 31259 members 
Mstep: Class 5 contains 33121 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 31190 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 10 contains 61627 members 
Mstep: Class 11 contains 10410 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 14 contains 8174 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 21424 members 
Mstep: Class 17 contains 195222 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 42592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51494724.000000 Penalty: 36646.726562
Iteration 14Q: 18 clusters Score -5.149472e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 106601 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 32753 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 28811 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 10 contains 60234 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 14 contains 8511 members 
Mstep: Class 15 contains 8608 members 
Mstep: Class 16 contains 20300 members 
Mstep: Class 17 contains 194758 members 
Mstep: Class 19 contains 2988 members 
Mstep: Class 20 contains 3997 members 
Mstep: Class 21 contains 42598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51500320.000000 Penalty: 36646.726562
Iteration 15Q: 18 clusters Score -5.150032e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 110152 members 
Mstep: Class 3 contains 6839 members 
Mstep: Class 4 contains 34282 members 
Mstep: Class 5 contains 33430 members 
Mstep: Class 6 contains 6994 members 
Mstep: Class 7 contains 27095 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 10 contains 58685 members 
Mstep: Class 11 contains 9603 members 
Mstep: Class 12 contains 3253 members 
Mstep: Class 14 contains 8803 members 
Mstep: Class 15 contains 8517 members 
Mstep: Class 16 contains 19170 members 
Mstep: Class 17 contains 194366 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3991 members 
Mstep: Class 21 contains 42601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51505232.000000 Penalty: 36646.726562
Iteration 16Q: 18 clusters Score -5.150523e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 113476 members 
Mstep: Class 3 contains 6745 members 
Mstep: Class 4 contains 35801 members 
Mstep: Class 5 contains 33337 members 
Mstep: Class 6 contains 7048 members 
Mstep: Class 7 contains 25893 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 10 contains 57056 members 
Mstep: Class 11 contains 9143 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 14 contains 9051 members 
Mstep: Class 15 contains 8464 members 
Mstep: Class 16 contains 18098 members 
Mstep: Class 17 contains 193907 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 4000 members 
Mstep: Class 21 contains 42597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51509164.000000 Penalty: 36646.726562
Iteration 17Q: 18 clusters Score -5.150916e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 116704 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 37293 members 
Mstep: Class 5 contains 33103 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 24986 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 10 contains 55403 members 
Mstep: Class 11 contains 8675 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 14 contains 9327 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 17157 members 
Mstep: Class 17 contains 193260 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 42590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51512448.000000 Penalty: 36646.726562
Iteration 18Q: 18 clusters Score -5.151245e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 119787 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 38693 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 6 contains 7168 members 
Mstep: Class 7 contains 24365 members 
Mstep: Class 8 contains 5674 members 
Mstep: Class 10 contains 53865 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 14 contains 9575 members 
Mstep: Class 15 contains 8379 members 
Mstep: Class 16 contains 16317 members 
Mstep: Class 17 contains 192590 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 4024 members 
Mstep: Class 21 contains 42584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51514832.000000 Penalty: 36646.726562
Iteration 19Q: 18 clusters Score -5.151483e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 122776 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 39982 members 
Mstep: Class 5 contains 32263 members 
Mstep: Class 6 contains 7221 members 
Mstep: Class 7 contains 23975 members 
Mstep: Class 8 contains 5378 members 
Mstep: Class 10 contains 52422 members 
Mstep: Class 11 contains 7528 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 15603 members 
Mstep: Class 17 contains 191942 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 4034 members 
Mstep: Class 21 contains 42580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51517732.000000 Penalty: 36646.726562
Iteration 20F: 18 clusters Score -5.151773e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 125675 members 
Mstep: Class 3 contains 6297 members 
Mstep: Class 4 contains 41243 members 
Mstep: Class 5 contains 31686 members 
Mstep: Class 6 contains 7252 members 
Mstep: Class 7 contains 23706 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 10 contains 51040 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 4120 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 8268 members 
Mstep: Class 16 contains 14975 members 
Mstep: Class 17 contains 191297 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 20 contains 4038 members 
Mstep: Class 21 contains 42582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51520340.000000 Penalty: 36646.726562
Iteration 21Q: 18 clusters Score -5.152034e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 128524 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 42388 members 
Mstep: Class 5 contains 31067 members 
Mstep: Class 6 contains 7268 members 
Mstep: Class 7 contains 23510 members 
Mstep: Class 8 contains 4798 members 
Mstep: Class 10 contains 49714 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 4302 members 
Mstep: Class 14 contains 10350 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 190661 members 
Mstep: Class 19 contains 2851 members 
Mstep: Class 20 contains 4031 members 
Mstep: Class 21 contains 42584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51522900.000000 Penalty: 36646.726562
Iteration 22Q: 18 clusters Score -5.15229e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 131326 members 
Mstep: Class 3 contains 6104 members 
Mstep: Class 4 contains 43320 members 
Mstep: Class 5 contains 30319 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 23390 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 10 contains 48553 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 4471 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 14224 members 
Mstep: Class 17 contains 189968 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 42579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51525068.000000 Penalty: 36646.726562
Iteration 23Q: 18 clusters Score -5.152507e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 134099 members 
Mstep: Class 3 contains 6031 members 
Mstep: Class 4 contains 44051 members 
Mstep: Class 5 contains 29490 members 
Mstep: Class 6 contains 7301 members 
Mstep: Class 7 contains 23325 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 10 contains 47469 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 4609 members 
Mstep: Class 14 contains 10714 members 
Mstep: Class 15 contains 8097 members 
Mstep: Class 16 contains 14105 members 
Mstep: Class 17 contains 189293 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 42580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51527424.000000 Penalty: 36646.726562
Iteration 24Q: 18 clusters Score -5.152742e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 136799 members 
Mstep: Class 3 contains 5964 members 
Mstep: Class 4 contains 44618 members 
Mstep: Class 5 contains 28629 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 23268 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 10 contains 46449 members 
Mstep: Class 11 contains 3975 members 
Mstep: Class 12 contains 4736 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 8072 members 
Mstep: Class 16 contains 14121 members 
Mstep: Class 17 contains 188626 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 42585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51529272.000000 Penalty: 36646.726562
Iteration 25Q: 18 clusters Score -5.152927e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 139345 members 
Mstep: Class 3 contains 5909 members 
Mstep: Class 4 contains 45074 members 
Mstep: Class 5 contains 27733 members 
Mstep: Class 6 contains 7331 members 
Mstep: Class 7 contains 23237 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 10 contains 45356 members 
Mstep: Class 11 contains 3438 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 14 contains 10922 members 
Mstep: Class 15 contains 8041 members 
Mstep: Class 16 contains 14209 members 
Mstep: Class 17 contains 187997 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 42585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51531280.000000 Penalty: 36646.726562
Iteration 26Q: 18 clusters Score -5.153128e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 141814 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 45445 members 
Mstep: Class 5 contains 26787 members 
Mstep: Class 6 contains 7338 members 
Mstep: Class 7 contains 23209 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 10 contains 44248 members 
Mstep: Class 11 contains 3078 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 14 contains 10995 members 
Mstep: Class 15 contains 8024 members 
Mstep: Class 16 contains 14301 members 
Mstep: Class 17 contains 187396 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 42588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51532568.000000 Penalty: 36646.726562
Iteration 27Q: 18 clusters Score -5.153257e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 144212 members 
Mstep: Class 3 contains 5823 members 
Mstep: Class 4 contains 45761 members 
Mstep: Class 5 contains 25767 members 
Mstep: Class 6 contains 7349 members 
Mstep: Class 7 contains 23198 members 
Mstep: Class 8 contains 4312 members 
Mstep: Class 10 contains 43127 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 5062 members 
Mstep: Class 14 contains 11065 members 
Mstep: Class 15 contains 8021 members 
Mstep: Class 16 contains 14382 members 
Mstep: Class 17 contains 186836 members 
Mstep: Class 19 contains 2791 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 42584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51533380.000000 Penalty: 36646.726562
Iteration 28Q: 18 clusters Score -5.153338e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 146570 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 4 contains 46033 members 
Mstep: Class 5 contains 24736 members 
Mstep: Class 6 contains 7356 members 
Mstep: Class 7 contains 23173 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 10 contains 41961 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 8002 members 
Mstep: Class 16 contains 14438 members 
Mstep: Class 17 contains 186386 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 42591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51534244.000000 Penalty: 36646.726562
Iteration 29Q: 18 clusters Score -5.153424e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 148943 members 
Mstep: Class 3 contains 5768 members 
Mstep: Class 4 contains 46277 members 
Mstep: Class 5 contains 23652 members 
Mstep: Class 6 contains 7359 members 
Mstep: Class 7 contains 23163 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 10 contains 40744 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 14 contains 11139 members 
Mstep: Class 15 contains 7984 members 
Mstep: Class 16 contains 14413 members 
Mstep: Class 17 contains 186060 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 42597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51534976.000000 Penalty: 36646.726562
Iteration 30Q: 18 clusters Score -5.153498e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 151259 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 46480 members 
Mstep: Class 5 contains 22604 members 
Mstep: Class 6 contains 7362 members 
Mstep: Class 7 contains 23163 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 7970 members 
Mstep: Class 16 contains 14387 members 
Mstep: Class 17 contains 185793 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 42596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51535620.000000 Penalty: 36646.726562
Iteration 31Q: 18 clusters Score -5.153562e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 153559 members 
Mstep: Class 3 contains 5748 members 
Mstep: Class 4 contains 46660 members 
Mstep: Class 5 contains 21584 members 
Mstep: Class 6 contains 7363 members 
Mstep: Class 7 contains 23151 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 10 contains 38267 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 14 contains 11155 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 14327 members 
Mstep: Class 17 contains 185566 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 42593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51536264.000000 Penalty: 36646.726562
Iteration 32Q: 18 clusters Score -5.153626e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 155763 members 
Mstep: Class 3 contains 5741 members 
Mstep: Class 4 contains 46822 members 
Mstep: Class 5 contains 20582 members 
Mstep: Class 6 contains 7361 members 
Mstep: Class 7 contains 23133 members 
Mstep: Class 8 contains 4652 members 
Mstep: Class 10 contains 37056 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 5289 members 
Mstep: Class 14 contains 11151 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 185402 members 
Mstep: Class 19 contains 2754 members 
Mstep: Class 20 contains 3951 members 
Mstep: Class 21 contains 42597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51536724.000000 Penalty: 36646.726562
Iteration 33Q: 18 clusters Score -5.153672e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 157827 members 
Mstep: Class 3 contains 5740 members 
Mstep: Class 4 contains 46940 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 7362 members 
Mstep: Class 7 contains 23119 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 10 contains 35896 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 5333 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 15 contains 7920 members 
Mstep: Class 16 contains 14151 members 
Mstep: Class 17 contains 185250 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 42604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51537548.000000 Penalty: 36646.726562
Iteration 34Q: 18 clusters Score -5.153755e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 159726 members 
Mstep: Class 3 contains 5740 members 
Mstep: Class 4 contains 47072 members 
Mstep: Class 5 contains 18821 members 
Mstep: Class 6 contains 7360 members 
Mstep: Class 7 contains 23108 members 
Mstep: Class 8 contains 4901 members 
Mstep: Class 10 contains 34824 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 14 contains 11152 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 14068 members 
Mstep: Class 17 contains 185081 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 3957 members 
Mstep: Class 21 contains 42609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51538116.000000 Penalty: 36646.726562
Iteration 35Q: 18 clusters Score -5.153812e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 161523 members 
Mstep: Class 3 contains 5740 members 
Mstep: Class 4 contains 47164 members 
Mstep: Class 5 contains 18060 members 
Mstep: Class 6 contains 7365 members 
Mstep: Class 7 contains 23068 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 10 contains 33819 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 14 contains 11159 members 
Mstep: Class 15 contains 7865 members 
Mstep: Class 16 contains 13976 members 
Mstep: Class 17 contains 184949 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 3958 members 
Mstep: Class 21 contains 42608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51538536.000000 Penalty: 36646.726562
Iteration 36Q: 18 clusters Score -5.153854e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 163207 members 
Mstep: Class 3 contains 5739 members 
Mstep: Class 4 contains 47242 members 
Mstep: Class 5 contains 17351 members 
Mstep: Class 6 contains 7369 members 
Mstep: Class 7 contains 23035 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 10 contains 32874 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 14 contains 11157 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 13920 members 
Mstep: Class 17 contains 184782 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 3954 members 
Mstep: Class 21 contains 42617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51539020.000000 Penalty: 36646.726562
Iteration 37Q: 18 clusters Score -5.153902e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 164799 members 
Mstep: Class 3 contains 5736 members 
Mstep: Class 4 contains 47312 members 
Mstep: Class 5 contains 16694 members 
Mstep: Class 6 contains 7369 members 
Mstep: Class 7 contains 23001 members 
Mstep: Class 8 contains 5351 members 
Mstep: Class 10 contains 31964 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 14 contains 11135 members 
Mstep: Class 15 contains 7810 members 
Mstep: Class 16 contains 13834 members 
Mstep: Class 17 contains 184644 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 42625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51539496.000000 Penalty: 36646.726562
Iteration 38Q: 18 clusters Score -5.15395e+07 nChanged 2307
Entering ConstructFrom: 
Score: -51539496.000000 Penalty: 36646.726562
Entering ConstructFrom: 
Trying to split cluster 2 (166274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Entering Unmasked Estep 
Score: -15601215.000000 Penalty: 1953.476196
	Iteration 0F: 2 clusters Score -1.560122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -15489342.000000 Penalty: 3906.952393
	Iteration 0F: 3 clusters Score -1.548934e+07 nChanged 80344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -15537181.000000 Penalty: 3906.952393
	Iteration 1F: 3 clusters Score -1.553718e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -15539245.000000 Penalty: 3906.952393
	Iteration 2Q: 3 clusters Score -1.553924e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -15542520.000000 Penalty: 3906.952393
	Iteration 3Q: 3 clusters Score -1.554252e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -15548651.000000 Penalty: 3906.952393
	Iteration 4F: 3 clusters Score -1.554865e+07 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113320 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -15557826.000000 Penalty: 3906.952393
	Iteration 5F: 3 clusters Score -1.555783e+07 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -15568527.000000 Penalty: 3906.952393
	Iteration 6F: 3 clusters Score -1.556853e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137042 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -15578940.000000 Penalty: 3906.952393
	Iteration 7F: 3 clusters Score -1.557894e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -15587082.000000 Penalty: 3906.952393
	Iteration 8F: 3 clusters Score -1.558708e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -15592498.000000 Penalty: 3906.952393
	Iteration 9Q: 3 clusters Score -1.55925e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158233 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -15595676.000000 Penalty: 3906.952393
	Iteration 10Q: 3 clusters Score -1.559568e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161084 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -15597595.000000 Penalty: 3906.952393
	Iteration 11Q: 3 clusters Score -1.55976e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162774 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -15598655.000000 Penalty: 3906.952393
	Iteration 12Q: 3 clusters Score -1.559866e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163769 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -15599251.000000 Penalty: 3906.952393
	Iteration 13Q: 3 clusters Score -1.559925e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -15599581.000000 Penalty: 3906.952393
	Iteration 14Q: 3 clusters Score -1.559958e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164644 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -15599754.000000 Penalty: 3906.952393
	Iteration 15Q: 3 clusters Score -1.559975e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -15599925.000000 Penalty: 3906.952393
	Iteration 16Q: 3 clusters Score -1.559992e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164929 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -15600045.000000 Penalty: 3906.952393
	Iteration 17Q: 3 clusters Score -1.560004e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15600162.000000 Penalty: 3906.952393
	Iteration 18Q: 3 clusters Score -1.560016e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -15600271.000000 Penalty: 3906.952393
	Iteration 19Q: 3 clusters Score -1.560027e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165030 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15600316.000000 Penalty: 3906.952393
	Iteration 20F: 3 clusters Score -1.560032e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164998 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -15600396.000000 Penalty: 3906.952393
	Iteration 21Q: 3 clusters Score -1.56004e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164963 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -15600425.000000 Penalty: 3906.952393
	Iteration 22Q: 3 clusters Score -1.560042e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164930 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15600453.000000 Penalty: 3906.952393
	Iteration 23Q: 3 clusters Score -1.560045e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164884 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15600476.000000 Penalty: 3906.952393
	Iteration 24Q: 3 clusters Score -1.560048e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15600507.000000 Penalty: 3906.952393
	Iteration 25Q: 3 clusters Score -1.560051e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15600529.000000 Penalty: 3906.952393
	Iteration 26Q: 3 clusters Score -1.560053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15600522.000000 Penalty: 3906.952393
	Iteration 27Q: 3 clusters Score -1.560052e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164789 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15600512.000000 Penalty: 3906.952393
	Iteration 28Q: 3 clusters Score -1.560051e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164773 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15600508.000000 Penalty: 3906.952393
	Iteration 29Q: 3 clusters Score -1.560051e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164755 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -15600505.000000 Penalty: 3906.952393
	Iteration 30Q: 3 clusters Score -1.56005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164746 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -15600499.000000 Penalty: 3906.952393
	Iteration 31Q: 3 clusters Score -1.56005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164731 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -15600507.000000 Penalty: 3906.952393
	Iteration 32Q: 3 clusters Score -1.560051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164724 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -15600518.000000 Penalty: 3906.952393
	Iteration 33Q: 3 clusters Score -1.560052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164718 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15600510.000000 Penalty: 3906.952393
	Iteration 34Q: 3 clusters Score -1.560051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -15600512.000000 Penalty: 3906.952393
	Iteration 35Q: 3 clusters Score -1.560051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164712 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15600511.000000 Penalty: 3906.952393
	Iteration 36Q: 3 clusters Score -1.560051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164712 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15600509.000000 Penalty: 3906.952393
	Iteration 37Q: 3 clusters Score -1.560051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164712 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15600509.000000 Penalty: 3906.952393
	Iteration 38F: 3 clusters Score -1.560051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Entering Unmasked Estep 
Score: -506724.312500 Penalty: 1406.274170
	Iteration 0F: 2 clusters Score -506724.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -502244.812500 Penalty: 2812.548340
	Iteration 0F: 3 clusters Score -502244.8 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -503492.843750 Penalty: 2812.548340
	Iteration 1F: 3 clusters Score -503492.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -503650.781250 Penalty: 2812.548340
	Iteration 2F: 3 clusters Score -503650.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -503746.812500 Penalty: 2812.548340
	Iteration 3Q: 3 clusters Score -503746.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -503820.718750 Penalty: 2812.548340
	Iteration 4Q: 3 clusters Score -503820.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -503894.468750 Penalty: 2812.548340
	Iteration 5Q: 3 clusters Score -503894.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -503975.968750 Penalty: 2812.548340
	Iteration 6Q: 3 clusters Score -503976 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -504064.093750 Penalty: 2812.548340
	Iteration 7Q: 3 clusters Score -504064.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -504160.843750 Penalty: 2812.548340
	Iteration 8Q: 3 clusters Score -504160.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -504268.875000 Penalty: 2812.548340
	Iteration 9Q: 3 clusters Score -504268.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -504435.500000 Penalty: 2812.548340
	Iteration 10Q: 3 clusters Score -504435.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -504637.593750 Penalty: 2812.548340
	Iteration 11Q: 3 clusters Score -504637.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -504870.500000 Penalty: 2812.548340
	Iteration 12Q: 3 clusters Score -504870.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -505092.656250 Penalty: 2812.548340
	Iteration 13Q: 3 clusters Score -505092.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -505250.343750 Penalty: 2812.548340
	Iteration 14Q: 3 clusters Score -505250.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -505348.125000 Penalty: 2812.548340
	Iteration 15Q: 3 clusters Score -505348.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -505410.218750 Penalty: 2812.548340
	Iteration 16Q: 3 clusters Score -505410.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -505449.531250 Penalty: 2812.548340
	Iteration 17Q: 3 clusters Score -505449.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -505484.781250 Penalty: 2812.548340
	Iteration 18Q: 3 clusters Score -505484.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -505509.750000 Penalty: 2812.548340
	Iteration 19Q: 3 clusters Score -505509.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -505536.062500 Penalty: 2812.548340
	Iteration 20F: 3 clusters Score -505536.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -505554.187500 Penalty: 2812.548340
	Iteration 21Q: 3 clusters Score -505554.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -505562.812500 Penalty: 2812.548340
	Iteration 22Q: 3 clusters Score -505562.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -505577.187500 Penalty: 2812.548340
	Iteration 23Q: 3 clusters Score -505577.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -505593.062500 Penalty: 2812.548340
	Iteration 24Q: 3 clusters Score -505593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -505601.750000 Penalty: 2812.548340
	Iteration 25Q: 3 clusters Score -505601.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -505608.156250 Penalty: 2812.548340
	Iteration 26Q: 3 clusters Score -505608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -505608.750000 Penalty: 2812.548340
	Iteration 27Q: 3 clusters Score -505608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -505610.750000 Penalty: 2812.548340
	Iteration 28Q: 3 clusters Score -505610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -505611.906250 Penalty: 2812.548340
	Iteration 29Q: 3 clusters Score -505611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -505612.156250 Penalty: 2812.548340
	Iteration 30Q: 3 clusters Score -505612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -505615.093750 Penalty: 2812.548340
	Iteration 31Q: 3 clusters Score -505615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -505617.500000 Penalty: 2812.548340
	Iteration 32Q: 3 clusters Score -505617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -505621.375000 Penalty: 2812.548340
	Iteration 33Q: 3 clusters Score -505621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -505623.843750 Penalty: 2812.548340
	Iteration 34Q: 3 clusters Score -505623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -505624.468750 Penalty: 2812.548340
	Iteration 35Q: 3 clusters Score -505624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -505626.218750 Penalty: 2812.548340
	Iteration 36Q: 3 clusters Score -505626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -505629.906250 Penalty: 2812.548340
	Iteration 37Q: 3 clusters Score -505629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -505632.437500 Penalty: 2812.548340
	Iteration 38Q: 3 clusters Score -505632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -505634.437500 Penalty: 2812.548340
	Iteration 39Q: 3 clusters Score -505634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -505634.906250 Penalty: 2812.548340
	Iteration 40F: 3 clusters Score -505634.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Entering Unmasked Estep 
Score: -4401218.500000 Penalty: 1749.430054
	Iteration 0F: 2 clusters Score -4401218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -4369451.000000 Penalty: 3498.860107
	Iteration 0F: 3 clusters Score -4369451 nChanged 22220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4382846.000000 Penalty: 3498.860107
	Iteration 1F: 3 clusters Score -4382846 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4383562.500000 Penalty: 3498.860107
	Iteration 2Q: 3 clusters Score -4383562 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -4384257.000000 Penalty: 3498.860107
	Iteration 3Q: 3 clusters Score -4384257 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4385023.000000 Penalty: 3498.860107
	Iteration 4Q: 3 clusters Score -4385023 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4385817.000000 Penalty: 3498.860107
	Iteration 5Q: 3 clusters Score -4385817 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4386665.000000 Penalty: 3498.860107
	Iteration 6Q: 3 clusters Score -4386665 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -4387664.500000 Penalty: 3498.860107
	Iteration 7Q: 3 clusters Score -4387664 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -4388868.000000 Penalty: 3498.860107
	Iteration 8Q: 3 clusters Score -4388868 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4390138.000000 Penalty: 3498.860107
	Iteration 9Q: 3 clusters Score -4390138 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4391357.500000 Penalty: 3498.860107
	Iteration 10Q: 3 clusters Score -4391358 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4392361.500000 Penalty: 3498.860107
	Iteration 11Q: 3 clusters Score -4392362 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4393072.500000 Penalty: 3498.860107
	Iteration 12Q: 3 clusters Score -4393072 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4393479.000000 Penalty: 3498.860107
	Iteration 13Q: 3 clusters Score -4393479 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4393835.500000 Penalty: 3498.860107
	Iteration 14Q: 3 clusters Score -4393836 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4394127.500000 Penalty: 3498.860107
	Iteration 15Q: 3 clusters Score -4394128 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4394406.000000 Penalty: 3498.860107
	Iteration 16Q: 3 clusters Score -4394406 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4394680.000000 Penalty: 3498.860107
	Iteration 17Q: 3 clusters Score -4394680 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4394983.500000 Penalty: 3498.860107
	Iteration 18Q: 3 clusters Score -4394984 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -4395325.500000 Penalty: 3498.860107
	Iteration 19Q: 3 clusters Score -4395326 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -4395632.500000 Penalty: 3498.860107
	Iteration 20F: 3 clusters Score -4395632 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4396007.000000 Penalty: 3498.860107
	Iteration 21Q: 3 clusters Score -4396007 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -4396420.500000 Penalty: 3498.860107
	Iteration 22Q: 3 clusters Score -4396420 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -4396872.000000 Penalty: 3498.860107
	Iteration 23Q: 3 clusters Score -4396872 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4397324.000000 Penalty: 3498.860107
	Iteration 24Q: 3 clusters Score -4397324 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -4397793.500000 Penalty: 3498.860107
	Iteration 25Q: 3 clusters Score -4397794 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -4398191.000000 Penalty: 3498.860107
	Iteration 26Q: 3 clusters Score -4398191 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -4398601.500000 Penalty: 3498.860107
	Iteration 27Q: 3 clusters Score -4398602 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -4398899.500000 Penalty: 3498.860107
	Iteration 28Q: 3 clusters Score -4398900 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -4399174.000000 Penalty: 3498.860107
	Iteration 29Q: 3 clusters Score -4399174 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -4399388.000000 Penalty: 3498.860107
	Iteration 30Q: 3 clusters Score -4399388 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -4399522.500000 Penalty: 3498.860107
	Iteration 31Q: 3 clusters Score -4399522 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -4399626.500000 Penalty: 3498.860107
	Iteration 32Q: 3 clusters Score -4399626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -4399693.000000 Penalty: 3498.860107
	Iteration 33Q: 3 clusters Score -4399693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -4399732.000000 Penalty: 3498.860107
	Iteration 34Q: 3 clusters Score -4399732 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -4399778.500000 Penalty: 3498.860107
	Iteration 35Q: 3 clusters Score -4399778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -4399810.500000 Penalty: 3498.860107
	Iteration 36Q: 3 clusters Score -4399810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -4399848.500000 Penalty: 3498.860107
	Iteration 37Q: 3 clusters Score -4399848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -4399886.500000 Penalty: 3498.860107
	Iteration 38Q: 3 clusters Score -4399886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -4399919.500000 Penalty: 3498.860107
	Iteration 39Q: 3 clusters Score -4399920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -4399954.000000 Penalty: 3498.860107
	Iteration 40F: 3 clusters Score -4399954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -4399977.500000 Penalty: 3498.860107
	Iteration 41Q: 3 clusters Score -4399978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -4399998.000000 Penalty: 3498.860107
	Iteration 42Q: 3 clusters Score -4399998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -4400013.000000 Penalty: 3498.860107
	Iteration 43Q: 3 clusters Score -4400013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -4400010.000000 Penalty: 3498.860107
	Iteration 44Q: 3 clusters Score -4400010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -4400012.500000 Penalty: 3498.860107
	Iteration 45Q: 3 clusters Score -4400012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -4400019.500000 Penalty: 3498.860107
	Iteration 46Q: 3 clusters Score -4400020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -4400026.000000 Penalty: 3498.860107
	Iteration 47Q: 3 clusters Score -4400026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -4400040.500000 Penalty: 3498.860107
	Iteration 48Q: 3 clusters Score -4400040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -4400046.500000 Penalty: 3498.860107
	Iteration 49Q: 3 clusters Score -4400046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -4400049.000000 Penalty: 3498.860107
	Iteration 50Q: 3 clusters Score -4400049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -4400051.000000 Penalty: 3498.860107
	Iteration 51Q: 3 clusters Score -4400051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -4400053.500000 Penalty: 3498.860107
	Iteration 52Q: 3 clusters Score -4400054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -4400057.500000 Penalty: 3498.860107
	Iteration 53Q: 3 clusters Score -4400058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -4400060.000000 Penalty: 3498.860107
	Iteration 54Q: 3 clusters Score -4400060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -4400061.000000 Penalty: 3498.860107
	Iteration 55Q: 3 clusters Score -4400061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -4400061.000000 Penalty: 3498.860107
	Iteration 56F: 3 clusters Score -4400061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Entering Unmasked Estep 
Score: -1551660.750000 Penalty: 1573.967407
	Iteration 0F: 2 clusters Score -1551661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1540499.375000 Penalty: 3147.934814
	Iteration 0F: 3 clusters Score -1540499 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1544378.750000 Penalty: 3147.934814
	Iteration 1F: 3 clusters Score -1544379 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1544707.125000 Penalty: 3147.934814
	Iteration 2F: 3 clusters Score -1544707 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1545004.250000 Penalty: 3147.934814
	Iteration 3Q: 3 clusters Score -1545004 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1545337.000000 Penalty: 3147.934814
	Iteration 4Q: 3 clusters Score -1545337 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1545676.375000 Penalty: 3147.934814
	Iteration 5Q: 3 clusters Score -1545676 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1546090.625000 Penalty: 3147.934814
	Iteration 6Q: 3 clusters Score -1546091 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1546615.500000 Penalty: 3147.934814
	Iteration 7F: 3 clusters Score -1546616 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1547372.875000 Penalty: 3147.934814
	Iteration 8F: 3 clusters Score -1547373 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1548264.750000 Penalty: 3147.934814
	Iteration 9F: 3 clusters Score -1548265 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1548952.125000 Penalty: 3147.934814
	Iteration 10F: 3 clusters Score -1548952 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1549304.500000 Penalty: 3147.934814
	Iteration 11Q: 3 clusters Score -1549304 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1549485.125000 Penalty: 3147.934814
	Iteration 12Q: 3 clusters Score -1549485 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1549601.750000 Penalty: 3147.934814
	Iteration 13Q: 3 clusters Score -1549602 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1549714.750000 Penalty: 3147.934814
	Iteration 14Q: 3 clusters Score -1549715 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1549815.375000 Penalty: 3147.934814
	Iteration 15Q: 3 clusters Score -1549815 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1549880.750000 Penalty: 3147.934814
	Iteration 16Q: 3 clusters Score -1549881 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1549941.375000 Penalty: 3147.934814
	Iteration 17Q: 3 clusters Score -1549941 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1549982.750000 Penalty: 3147.934814
	Iteration 18Q: 3 clusters Score -1549983 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1550022.625000 Penalty: 3147.934814
	Iteration 19Q: 3 clusters Score -1550023 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1550055.625000 Penalty: 3147.934814
	Iteration 20F: 3 clusters Score -1550056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1550090.125000 Penalty: 3147.934814
	Iteration 21Q: 3 clusters Score -1550090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1550126.750000 Penalty: 3147.934814
	Iteration 22Q: 3 clusters Score -1550127 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1550152.250000 Penalty: 3147.934814
	Iteration 23Q: 3 clusters Score -1550152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1550183.375000 Penalty: 3147.934814
	Iteration 24Q: 3 clusters Score -1550183 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1550211.000000 Penalty: 3147.934814
	Iteration 25Q: 3 clusters Score -1550211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1550244.500000 Penalty: 3147.934814
	Iteration 26Q: 3 clusters Score -1550244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1550273.250000 Penalty: 3147.934814
	Iteration 27Q: 3 clusters Score -1550273 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1550299.375000 Penalty: 3147.934814
	Iteration 28Q: 3 clusters Score -1550299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1550322.125000 Penalty: 3147.934814
	Iteration 29Q: 3 clusters Score -1550322 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1550348.375000 Penalty: 3147.934814
	Iteration 30Q: 3 clusters Score -1550348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1550372.500000 Penalty: 3147.934814
	Iteration 31Q: 3 clusters Score -1550372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1550390.875000 Penalty: 3147.934814
	Iteration 32Q: 3 clusters Score -1550391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1550410.125000 Penalty: 3147.934814
	Iteration 33Q: 3 clusters Score -1550410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1550428.875000 Penalty: 3147.934814
	Iteration 34Q: 3 clusters Score -1550429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1550444.375000 Penalty: 3147.934814
	Iteration 35Q: 3 clusters Score -1550444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1550462.875000 Penalty: 3147.934814
	Iteration 36Q: 3 clusters Score -1550463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1550473.125000 Penalty: 3147.934814
	Iteration 37Q: 3 clusters Score -1550473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1550490.000000 Penalty: 3147.934814
	Iteration 38Q: 3 clusters Score -1550490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1550507.875000 Penalty: 3147.934814
	Iteration 39Q: 3 clusters Score -1550508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1550522.000000 Penalty: 3147.934814
	Iteration 40F: 3 clusters Score -1550522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1550535.750000 Penalty: 3147.934814
	Iteration 41Q: 3 clusters Score -1550536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1550550.500000 Penalty: 3147.934814
	Iteration 42Q: 3 clusters Score -1550550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1550559.125000 Penalty: 3147.934814
	Iteration 43Q: 3 clusters Score -1550559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1550574.125000 Penalty: 3147.934814
	Iteration 44Q: 3 clusters Score -1550574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1550582.125000 Penalty: 3147.934814
	Iteration 45Q: 3 clusters Score -1550582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1550589.500000 Penalty: 3147.934814
	Iteration 46Q: 3 clusters Score -1550590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1550595.875000 Penalty: 3147.934814
	Iteration 47Q: 3 clusters Score -1550596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1550600.000000 Penalty: 3147.934814
	Iteration 48Q: 3 clusters Score -1550600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1550609.625000 Penalty: 3147.934814
	Iteration 49Q: 3 clusters Score -1550610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1550621.625000 Penalty: 3147.934814
	Iteration 50Q: 3 clusters Score -1550622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1550626.000000 Penalty: 3147.934814
	Iteration 51Q: 3 clusters Score -1550626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1550637.875000 Penalty: 3147.934814
	Iteration 52Q: 3 clusters Score -1550638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1550650.125000 Penalty: 3147.934814
	Iteration 53Q: 3 clusters Score -1550650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1550661.375000 Penalty: 3147.934814
	Iteration 54Q: 3 clusters Score -1550661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1550667.000000 Penalty: 3147.934814
	Iteration 55Q: 3 clusters Score -1550667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1550671.125000 Penalty: 3147.934814
	Iteration 56Q: 3 clusters Score -1550671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1550677.875000 Penalty: 3147.934814
	Iteration 57Q: 3 clusters Score -1550678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1550683.375000 Penalty: 3147.934814
	Iteration 58Q: 3 clusters Score -1550683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1550686.500000 Penalty: 3147.934814
	Iteration 59Q: 3 clusters Score -1550686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1550690.500000 Penalty: 3147.934814
	Iteration 60F: 3 clusters Score -1550690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1550690.750000 Penalty: 3147.934814
	Iteration 61Q: 3 clusters Score -1550691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1550693.375000 Penalty: 3147.934814
	Iteration 62Q: 3 clusters Score -1550693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1550697.500000 Penalty: 3147.934814
	Iteration 63Q: 3 clusters Score -1550698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1550697.250000 Penalty: 3147.934814
	Iteration 64Q: 3 clusters Score -1550697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1550697.125000 Penalty: 3147.934814
	Iteration 65Q: 3 clusters Score -1550697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1550701.250000 Penalty: 3147.934814
	Iteration 66Q: 3 clusters Score -1550701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1550699.375000 Penalty: 3147.934814
	Iteration 67Q: 3 clusters Score -1550699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1550699.375000 Penalty: 3147.934814
	Iteration 68Q: 3 clusters Score -1550699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1550699.375000 Penalty: 3147.934814
	Iteration 69Q: 3 clusters Score -1550699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1550701.875000 Penalty: 3147.934814
	Iteration 70Q: 3 clusters Score -1550702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1550703.500000 Penalty: 3147.934814
	Iteration 71Q: 3 clusters Score -1550704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1550703.750000 Penalty: 3147.934814
	Iteration 72Q: 3 clusters Score -1550704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1550705.625000 Penalty: 3147.934814
	Iteration 73Q: 3 clusters Score -1550706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1550706.000000 Penalty: 3147.934814
	Iteration 74Q: 3 clusters Score -1550706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1550707.000000 Penalty: 3147.934814
	Iteration 75Q: 3 clusters Score -1550707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1550707.875000 Penalty: 3147.934814
	Iteration 76Q: 3 clusters Score -1550708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1550709.250000 Penalty: 3147.934814
	Iteration 77Q: 3 clusters Score -1550709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1550709.875000 Penalty: 3147.934814
	Iteration 78Q: 3 clusters Score -1550710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1550711.875000 Penalty: 3147.934814
	Iteration 79Q: 3 clusters Score -1550712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1550713.375000 Penalty: 3147.934814
	Iteration 80F: 3 clusters Score -1550713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Entering Unmasked Estep 
Score: -684742.500000 Penalty: 1447.046509
	Iteration 0F: 2 clusters Score -684742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -679332.625000 Penalty: 2894.093018
	Iteration 0F: 3 clusters Score -679332.6 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -681026.125000 Penalty: 2894.093018
	Iteration 1F: 3 clusters Score -681026.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -681381.312500 Penalty: 2894.093018
	Iteration 2F: 3 clusters Score -681381.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -681768.375000 Penalty: 2894.093018
	Iteration 3F: 3 clusters Score -681768.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -682241.812500 Penalty: 2894.093018
	Iteration 4F: 3 clusters Score -682241.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -682757.812500 Penalty: 2894.093018
	Iteration 5F: 3 clusters Score -682757.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -683207.250000 Penalty: 2894.093018
	Iteration 6F: 3 clusters Score -683207.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -683581.812500 Penalty: 2894.093018
	Iteration 7F: 3 clusters Score -683581.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -683857.437500 Penalty: 2894.093018
	Iteration 8Q: 3 clusters Score -683857.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -684076.125000 Penalty: 2894.093018
	Iteration 9Q: 3 clusters Score -684076.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -684233.000000 Penalty: 2894.093018
	Iteration 10Q: 3 clusters Score -684233 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -684337.812500 Penalty: 2894.093018
	Iteration 11Q: 3 clusters Score -684337.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -684397.500000 Penalty: 2894.093018
	Iteration 12Q: 3 clusters Score -684397.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -684438.937500 Penalty: 2894.093018
	Iteration 13Q: 3 clusters Score -684438.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -684463.812500 Penalty: 2894.093018
	Iteration 14Q: 3 clusters Score -684463.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -684483.375000 Penalty: 2894.093018
	Iteration 15Q: 3 clusters Score -684483.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -684495.562500 Penalty: 2894.093018
	Iteration 16Q: 3 clusters Score -684495.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -684505.500000 Penalty: 2894.093018
	Iteration 17Q: 3 clusters Score -684505.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -684511.437500 Penalty: 2894.093018
	Iteration 18Q: 3 clusters Score -684511.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -684514.812500 Penalty: 2894.093018
	Iteration 19Q: 3 clusters Score -684514.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -684516.812500 Penalty: 2894.093018
	Iteration 20F: 3 clusters Score -684516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -684517.437500 Penalty: 2894.093018
	Iteration 21Q: 3 clusters Score -684517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -684517.125000 Penalty: 2894.093018
	Iteration 22Q: 3 clusters Score -684517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -684519.187500 Penalty: 2894.093018
	Iteration 23Q: 3 clusters Score -684519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -684521.250000 Penalty: 2894.093018
	Iteration 24Q: 3 clusters Score -684521.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -684523.125000 Penalty: 2894.093018
	Iteration 25Q: 3 clusters Score -684523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -684524.312500 Penalty: 2894.093018
	Iteration 26Q: 3 clusters Score -684524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -684526.062500 Penalty: 2894.093018
	Iteration 27Q: 3 clusters Score -684526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -684525.437500 Penalty: 2894.093018
	Iteration 28Q: 3 clusters Score -684525.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -684527.812500 Penalty: 2894.093018
	Iteration 29Q: 3 clusters Score -684527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -684529.312500 Penalty: 2894.093018
	Iteration 30Q: 3 clusters Score -684529.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -684528.937500 Penalty: 2894.093018
	Iteration 31Q: 3 clusters Score -684528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -684529.187500 Penalty: 2894.093018
	Iteration 32Q: 3 clusters Score -684529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -684530.062500 Penalty: 2894.093018
	Iteration 33Q: 3 clusters Score -684530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -684530.312500 Penalty: 2894.093018
	Iteration 34Q: 3 clusters Score -684530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -684530.312500 Penalty: 2894.093018
	Iteration 35F: 3 clusters Score -684530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Entering Unmasked Estep 
Score: -2186980.750000 Penalty: 1631.879639
	Iteration 0F: 2 clusters Score -2186981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2171393.250000 Penalty: 3263.759277
	Iteration 0F: 3 clusters Score -2171393 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2177138.750000 Penalty: 3263.759277
	Iteration 1F: 3 clusters Score -2177139 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2177633.000000 Penalty: 3263.759277
	Iteration 2F: 3 clusters Score -2177633 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2178246.750000 Penalty: 3263.759277
	Iteration 3F: 3 clusters Score -2178247 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2179159.750000 Penalty: 3263.759277
	Iteration 4F: 3 clusters Score -2179160 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2180463.250000 Penalty: 3263.759277
	Iteration 5F: 3 clusters Score -2180463 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2182005.250000 Penalty: 3263.759277
	Iteration 6F: 3 clusters Score -2182005 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2183482.750000 Penalty: 3263.759277
	Iteration 7F: 3 clusters Score -2183483 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2184513.250000 Penalty: 3263.759277
	Iteration 8F: 3 clusters Score -2184513 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2185120.500000 Penalty: 3263.759277
	Iteration 9Q: 3 clusters Score -2185120 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2185459.000000 Penalty: 3263.759277
	Iteration 10Q: 3 clusters Score -2185459 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2185665.750000 Penalty: 3263.759277
	Iteration 11Q: 3 clusters Score -2185666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2185749.000000 Penalty: 3263.759277
	Iteration 12Q: 3 clusters Score -2185749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2185777.250000 Penalty: 3263.759277
	Iteration 13Q: 3 clusters Score -2185777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2185797.000000 Penalty: 3263.759277
	Iteration 14Q: 3 clusters Score -2185797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2185808.250000 Penalty: 3263.759277
	Iteration 15Q: 3 clusters Score -2185808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2185810.250000 Penalty: 3263.759277
	Iteration 16Q: 3 clusters Score -2185810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2185817.750000 Penalty: 3263.759277
	Iteration 17Q: 3 clusters Score -2185818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2185821.500000 Penalty: 3263.759277
	Iteration 18Q: 3 clusters Score -2185822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2185824.250000 Penalty: 3263.759277
	Iteration 19Q: 3 clusters Score -2185824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2185829.500000 Penalty: 3263.759277
	Iteration 20F: 3 clusters Score -2185830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2185833.500000 Penalty: 3263.759277
	Iteration 21Q: 3 clusters Score -2185834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2185833.500000 Penalty: 3263.759277
	Iteration 22F: 3 clusters Score -2185834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Entering Unmasked Estep 
Score: -471584.687500 Penalty: 1400.621338
	Iteration 0F: 2 clusters Score -471584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -467305.781250 Penalty: 2801.242676
	Iteration 0F: 3 clusters Score -467305.8 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -468916.406250 Penalty: 2801.242676
	Iteration 1F: 3 clusters Score -468916.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -469816.812500 Penalty: 2801.242676
	Iteration 2F: 3 clusters Score -469816.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -470850.312500 Penalty: 2801.242676
	Iteration 3F: 3 clusters Score -470850.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -471685.000000 Penalty: 2801.242676
	Iteration 4F: 3 clusters Score -471685 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -472071.093750 Penalty: 2801.242676
	Iteration 5F: 3 clusters Score -472071.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -472275.156250 Penalty: 2801.242676
	Iteration 6Q: 3 clusters Score -472275.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -472393.750000 Penalty: 2801.242676
	Iteration 7Q: 3 clusters Score -472393.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -472455.343750 Penalty: 2801.242676
	Iteration 8Q: 3 clusters Score -472455.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -472497.218750 Penalty: 2801.242676
	Iteration 9Q: 3 clusters Score -472497.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -472527.093750 Penalty: 2801.242676
	Iteration 10Q: 3 clusters Score -472527.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -472554.218750 Penalty: 2801.242676
	Iteration 11Q: 3 clusters Score -472554.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -472583.687500 Penalty: 2801.242676
	Iteration 12Q: 3 clusters Score -472583.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -472595.687500 Penalty: 2801.242676
	Iteration 13Q: 3 clusters Score -472595.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -472604.906250 Penalty: 2801.242676
	Iteration 14Q: 3 clusters Score -472604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -472608.718750 Penalty: 2801.242676
	Iteration 15Q: 3 clusters Score -472608.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -472612.125000 Penalty: 2801.242676
	Iteration 16Q: 3 clusters Score -472612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -472614.531250 Penalty: 2801.242676
	Iteration 17Q: 3 clusters Score -472614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -472614.687500 Penalty: 2801.242676
	Iteration 18Q: 3 clusters Score -472614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -472614.687500 Penalty: 2801.242676
	Iteration 19F: 3 clusters Score -472614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 166274 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 22979 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 184493 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 42627 members 
Entering Unmasked Estep 
Score: -51540104.000000 Penalty: 38802.417969
Splitting cluster 8 changes total score from -51539496.000000 to -51540104.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (31092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Entering Unmasked Estep 
Score: -2914017.750000 Penalty: 1681.014648
	Iteration 0F: 2 clusters Score -2914018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2893053.750000 Penalty: 3362.029297
	Iteration 0F: 3 clusters Score -2893054 nChanged 14373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2900899.000000 Penalty: 3362.029297
	Iteration 1F: 3 clusters Score -2900899 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2901322.000000 Penalty: 3362.029297
	Iteration 2Q: 3 clusters Score -2901322 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2901749.250000 Penalty: 3362.029297
	Iteration 3Q: 3 clusters Score -2901749 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2902289.250000 Penalty: 3362.029297
	Iteration 4Q: 3 clusters Score -2902289 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2902868.250000 Penalty: 3362.029297
	Iteration 5Q: 3 clusters Score -2902868 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2903508.750000 Penalty: 3362.029297
	Iteration 6Q: 3 clusters Score -2903509 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2904173.250000 Penalty: 3362.029297
	Iteration 7Q: 3 clusters Score -2904173 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2904819.250000 Penalty: 3362.029297
	Iteration 8Q: 3 clusters Score -2904819 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2905519.500000 Penalty: 3362.029297
	Iteration 9Q: 3 clusters Score -2905520 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2906316.250000 Penalty: 3362.029297
	Iteration 10Q: 3 clusters Score -2906316 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2907259.250000 Penalty: 3362.029297
	Iteration 11Q: 3 clusters Score -2907259 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2908176.750000 Penalty: 3362.029297
	Iteration 12Q: 3 clusters Score -2908177 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2909066.000000 Penalty: 3362.029297
	Iteration 13Q: 3 clusters Score -2909066 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2909922.500000 Penalty: 3362.029297
	Iteration 14Q: 3 clusters Score -2909922 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2910727.250000 Penalty: 3362.029297
	Iteration 15Q: 3 clusters Score -2910727 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2911485.750000 Penalty: 3362.029297
	Iteration 16Q: 3 clusters Score -2911486 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2912089.500000 Penalty: 3362.029297
	Iteration 17Q: 3 clusters Score -2912090 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2912531.000000 Penalty: 3362.029297
	Iteration 18Q: 3 clusters Score -2912531 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2912827.500000 Penalty: 3362.029297
	Iteration 19Q: 3 clusters Score -2912828 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2913012.500000 Penalty: 3362.029297
	Iteration 20F: 3 clusters Score -2913012 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2913108.250000 Penalty: 3362.029297
	Iteration 21Q: 3 clusters Score -2913108 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2913193.750000 Penalty: 3362.029297
	Iteration 22Q: 3 clusters Score -2913194 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2913231.750000 Penalty: 3362.029297
	Iteration 23Q: 3 clusters Score -2913232 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2913265.250000 Penalty: 3362.029297
	Iteration 24Q: 3 clusters Score -2913265 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2913288.000000 Penalty: 3362.029297
	Iteration 25Q: 3 clusters Score -2913288 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2913304.500000 Penalty: 3362.029297
	Iteration 26Q: 3 clusters Score -2913304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2913310.000000 Penalty: 3362.029297
	Iteration 27Q: 3 clusters Score -2913310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2913320.250000 Penalty: 3362.029297
	Iteration 28Q: 3 clusters Score -2913320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2913331.750000 Penalty: 3362.029297
	Iteration 29Q: 3 clusters Score -2913332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2913333.750000 Penalty: 3362.029297
	Iteration 30Q: 3 clusters Score -2913334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2913338.750000 Penalty: 3362.029297
	Iteration 31Q: 3 clusters Score -2913339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2913337.750000 Penalty: 3362.029297
	Iteration 32Q: 3 clusters Score -2913338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2913336.250000 Penalty: 3362.029297
	Iteration 33Q: 3 clusters Score -2913336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2913337.250000 Penalty: 3362.029297
	Iteration 34Q: 3 clusters Score -2913337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2913340.250000 Penalty: 3362.029297
	Iteration 35Q: 3 clusters Score -2913340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2913338.750000 Penalty: 3362.029297
	Iteration 36Q: 3 clusters Score -2913339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2913338.250000 Penalty: 3362.029297
	Iteration 37Q: 3 clusters Score -2913338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2913341.750000 Penalty: 3362.029297
	Iteration 38Q: 3 clusters Score -2913342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2913343.000000 Penalty: 3362.029297
	Iteration 39Q: 3 clusters Score -2913343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2913343.250000 Penalty: 3362.029297
	Iteration 40F: 3 clusters Score -2913343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2913345.500000 Penalty: 3362.029297
	Iteration 41Q: 3 clusters Score -2913346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2913344.250000 Penalty: 3362.029297
	Iteration 42Q: 3 clusters Score -2913344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2913345.750000 Penalty: 3362.029297
	Iteration 43Q: 3 clusters Score -2913346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2913353.000000 Penalty: 3362.029297
	Iteration 44Q: 3 clusters Score -2913353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2913360.750000 Penalty: 3362.029297
	Iteration 45Q: 3 clusters Score -2913361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2913357.500000 Penalty: 3362.029297
	Iteration 46Q: 3 clusters Score -2913358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2913356.500000 Penalty: 3362.029297
	Iteration 47Q: 3 clusters Score -2913356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2913356.250000 Penalty: 3362.029297
	Iteration 48Q: 3 clusters Score -2913356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2913357.250000 Penalty: 3362.029297
	Iteration 49Q: 3 clusters Score -2913357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2913357.250000 Penalty: 3362.029297
	Iteration 50F: 3 clusters Score -2913357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -240289.656250 Penalty: 1283.068848
	Iteration 0F: 2 clusters Score -240289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -237740.953125 Penalty: 2566.137695
	Iteration 0F: 3 clusters Score -237741 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -238320.484375 Penalty: 2566.137695
	Iteration 1F: 3 clusters Score -238320.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -238480.812500 Penalty: 2566.137695
	Iteration 2F: 3 clusters Score -238480.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -238598.453125 Penalty: 2566.137695
	Iteration 3F: 3 clusters Score -238598.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -238677.968750 Penalty: 2566.137695
	Iteration 4Q: 3 clusters Score -238678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -238741.296875 Penalty: 2566.137695
	Iteration 5Q: 3 clusters Score -238741.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -238803.515625 Penalty: 2566.137695
	Iteration 6Q: 3 clusters Score -238803.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -238847.765625 Penalty: 2566.137695
	Iteration 7Q: 3 clusters Score -238847.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -238881.281250 Penalty: 2566.137695
	Iteration 8Q: 3 clusters Score -238881.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -238911.484375 Penalty: 2566.137695
	Iteration 9Q: 3 clusters Score -238911.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -238946.468750 Penalty: 2566.137695
	Iteration 10Q: 3 clusters Score -238946.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -238973.171875 Penalty: 2566.137695
	Iteration 11Q: 3 clusters Score -238973.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -238990.093750 Penalty: 2566.137695
	Iteration 12Q: 3 clusters Score -238990.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -239001.750000 Penalty: 2566.137695
	Iteration 13Q: 3 clusters Score -239001.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -239013.625000 Penalty: 2566.137695
	Iteration 14Q: 3 clusters Score -239013.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -239021.625000 Penalty: 2566.137695
	Iteration 15Q: 3 clusters Score -239021.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -239033.828125 Penalty: 2566.137695
	Iteration 16Q: 3 clusters Score -239033.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -239045.281250 Penalty: 2566.137695
	Iteration 17Q: 3 clusters Score -239045.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -239057.484375 Penalty: 2566.137695
	Iteration 18Q: 3 clusters Score -239057.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -239064.437500 Penalty: 2566.137695
	Iteration 19Q: 3 clusters Score -239064.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -239069.250000 Penalty: 2566.137695
	Iteration 20F: 3 clusters Score -239069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -239074.765625 Penalty: 2566.137695
	Iteration 21Q: 3 clusters Score -239074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -239078.515625 Penalty: 2566.137695
	Iteration 22Q: 3 clusters Score -239078.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -239080.640625 Penalty: 2566.137695
	Iteration 23Q: 3 clusters Score -239080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -239082.609375 Penalty: 2566.137695
	Iteration 24Q: 3 clusters Score -239082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -239084.390625 Penalty: 2566.137695
	Iteration 25Q: 3 clusters Score -239084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -239088.687500 Penalty: 2566.137695
	Iteration 26Q: 3 clusters Score -239088.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -239093.218750 Penalty: 2566.137695
	Iteration 27Q: 3 clusters Score -239093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -239099.875000 Penalty: 2566.137695
	Iteration 28Q: 3 clusters Score -239099.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -239105.484375 Penalty: 2566.137695
	Iteration 29Q: 3 clusters Score -239105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -239106.421875 Penalty: 2566.137695
	Iteration 30Q: 3 clusters Score -239106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -239107.187500 Penalty: 2566.137695
	Iteration 31Q: 3 clusters Score -239107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -239107.500000 Penalty: 2566.137695
	Iteration 32Q: 3 clusters Score -239107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -239107.843750 Penalty: 2566.137695
	Iteration 33Q: 3 clusters Score -239107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -239108.062500 Penalty: 2566.137695
	Iteration 34Q: 3 clusters Score -239108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -239108.234375 Penalty: 2566.137695
	Iteration 35Q: 3 clusters Score -239108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -239108.593750 Penalty: 2566.137695
	Iteration 36Q: 3 clusters Score -239108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -239108.593750 Penalty: 2566.137695
	Iteration 37F: 3 clusters Score -239108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -518256.593750 Penalty: 1398.880493
	Iteration 0F: 2 clusters Score -518256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -513930.312500 Penalty: 2797.760986
	Iteration 0F: 3 clusters Score -513930.3 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -515134.718750 Penalty: 2797.760986
	Iteration 1F: 3 clusters Score -515134.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -515269.062500 Penalty: 2797.760986
	Iteration 2F: 3 clusters Score -515269.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -515361.000000 Penalty: 2797.760986
	Iteration 3Q: 3 clusters Score -515361 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -515420.031250 Penalty: 2797.760986
	Iteration 4Q: 3 clusters Score -515420 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -515476.281250 Penalty: 2797.760986
	Iteration 5Q: 3 clusters Score -515476.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -515525.218750 Penalty: 2797.760986
	Iteration 6Q: 3 clusters Score -515525.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -515565.062500 Penalty: 2797.760986
	Iteration 7Q: 3 clusters Score -515565.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -515594.593750 Penalty: 2797.760986
	Iteration 8Q: 3 clusters Score -515594.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -515615.031250 Penalty: 2797.760986
	Iteration 9Q: 3 clusters Score -515615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -515633.000000 Penalty: 2797.760986
	Iteration 10Q: 3 clusters Score -515633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -515649.375000 Penalty: 2797.760986
	Iteration 11Q: 3 clusters Score -515649.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -515662.906250 Penalty: 2797.760986
	Iteration 12Q: 3 clusters Score -515662.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -515679.812500 Penalty: 2797.760986
	Iteration 13Q: 3 clusters Score -515679.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -515690.593750 Penalty: 2797.760986
	Iteration 14Q: 3 clusters Score -515690.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -515702.906250 Penalty: 2797.760986
	Iteration 15Q: 3 clusters Score -515702.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -515719.562500 Penalty: 2797.760986
	Iteration 16Q: 3 clusters Score -515719.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -515739.781250 Penalty: 2797.760986
	Iteration 17Q: 3 clusters Score -515739.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -515761.906250 Penalty: 2797.760986
	Iteration 18Q: 3 clusters Score -515761.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -515788.437500 Penalty: 2797.760986
	Iteration 19Q: 3 clusters Score -515788.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -515818.187500 Penalty: 2797.760986
	Iteration 20F: 3 clusters Score -515818.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -515857.312500 Penalty: 2797.760986
	Iteration 21Q: 3 clusters Score -515857.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -515904.625000 Penalty: 2797.760986
	Iteration 22Q: 3 clusters Score -515904.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -515965.625000 Penalty: 2797.760986
	Iteration 23Q: 3 clusters Score -515965.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -516044.562500 Penalty: 2797.760986
	Iteration 24Q: 3 clusters Score -516044.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -516151.343750 Penalty: 2797.760986
	Iteration 25Q: 3 clusters Score -516151.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -516268.187500 Penalty: 2797.760986
	Iteration 26Q: 3 clusters Score -516268.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -516378.281250 Penalty: 2797.760986
	Iteration 27Q: 3 clusters Score -516378.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -516488.687500 Penalty: 2797.760986
	Iteration 28Q: 3 clusters Score -516488.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -516589.093750 Penalty: 2797.760986
	Iteration 29Q: 3 clusters Score -516589.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -516657.187500 Penalty: 2797.760986
	Iteration 30Q: 3 clusters Score -516657.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -516702.968750 Penalty: 2797.760986
	Iteration 31Q: 3 clusters Score -516703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -516741.281250 Penalty: 2797.760986
	Iteration 32Q: 3 clusters Score -516741.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -516781.625000 Penalty: 2797.760986
	Iteration 33Q: 3 clusters Score -516781.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -516832.406250 Penalty: 2797.760986
	Iteration 34Q: 3 clusters Score -516832.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -516873.750000 Penalty: 2797.760986
	Iteration 35Q: 3 clusters Score -516873.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -516896.875000 Penalty: 2797.760986
	Iteration 36Q: 3 clusters Score -516896.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -516909.781250 Penalty: 2797.760986
	Iteration 37Q: 3 clusters Score -516909.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -516929.531250 Penalty: 2797.760986
	Iteration 38Q: 3 clusters Score -516929.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -516941.312500 Penalty: 2797.760986
	Iteration 39Q: 3 clusters Score -516941.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -516952.437500 Penalty: 2797.760986
	Iteration 40F: 3 clusters Score -516952.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -516958.312500 Penalty: 2797.760986
	Iteration 41Q: 3 clusters Score -516958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -516962.218750 Penalty: 2797.760986
	Iteration 42Q: 3 clusters Score -516962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -516966.406250 Penalty: 2797.760986
	Iteration 43Q: 3 clusters Score -516966.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -516971.687500 Penalty: 2797.760986
	Iteration 44Q: 3 clusters Score -516971.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -516974.437500 Penalty: 2797.760986
	Iteration 45Q: 3 clusters Score -516974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -516976.781250 Penalty: 2797.760986
	Iteration 46Q: 3 clusters Score -516976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -516979.968750 Penalty: 2797.760986
	Iteration 47Q: 3 clusters Score -516980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -516986.875000 Penalty: 2797.760986
	Iteration 48Q: 3 clusters Score -516986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -516992.093750 Penalty: 2797.760986
	Iteration 49Q: 3 clusters Score -516992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -516997.500000 Penalty: 2797.760986
	Iteration 50Q: 3 clusters Score -516997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -516999.875000 Penalty: 2797.760986
	Iteration 51Q: 3 clusters Score -516999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -517002.812500 Penalty: 2797.760986
	Iteration 52Q: 3 clusters Score -517002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -517004.093750 Penalty: 2797.760986
	Iteration 53Q: 3 clusters Score -517004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -517004.843750 Penalty: 2797.760986
	Iteration 54Q: 3 clusters Score -517004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -517005.812500 Penalty: 2797.760986
	Iteration 55Q: 3 clusters Score -517005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -517005.750000 Penalty: 2797.760986
	Iteration 56Q: 3 clusters Score -517005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -517007.468750 Penalty: 2797.760986
	Iteration 57Q: 3 clusters Score -517007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -517009.937500 Penalty: 2797.760986
	Iteration 58Q: 3 clusters Score -517009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -517010.125000 Penalty: 2797.760986
	Iteration 59Q: 3 clusters Score -517010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -517011.218750 Penalty: 2797.760986
	Iteration 60F: 3 clusters Score -517011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -517012.406250 Penalty: 2797.760986
	Iteration 61Q: 3 clusters Score -517012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -517012.218750 Penalty: 2797.760986
	Iteration 62Q: 3 clusters Score -517012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -517014.750000 Penalty: 2797.760986
	Iteration 63Q: 3 clusters Score -517014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -517016.375000 Penalty: 2797.760986
	Iteration 64Q: 3 clusters Score -517016.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -517017.312500 Penalty: 2797.760986
	Iteration 65Q: 3 clusters Score -517017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -517019.187500 Penalty: 2797.760986
	Iteration 66Q: 3 clusters Score -517019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -517019.937500 Penalty: 2797.760986
	Iteration 67Q: 3 clusters Score -517019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -517019.937500 Penalty: 2797.760986
	Iteration 68F: 3 clusters Score -517019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Entering Unmasked Estep 
Score: -974438.625000 Penalty: 1514.135742
	Iteration 0F: 2 clusters Score -974438.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -966600.562500 Penalty: 3028.271484
	Iteration 0F: 3 clusters Score -966600.6 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -969290.000000 Penalty: 3028.271484
	Iteration 1F: 3 clusters Score -969290 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -969615.750000 Penalty: 3028.271484
	Iteration 2F: 3 clusters Score -969615.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -969932.250000 Penalty: 3028.271484
	Iteration 3F: 3 clusters Score -969932.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -970290.062500 Penalty: 3028.271484
	Iteration 4F: 3 clusters Score -970290.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -970719.062500 Penalty: 3028.271484
	Iteration 5F: 3 clusters Score -970719.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -971176.125000 Penalty: 3028.271484
	Iteration 6F: 3 clusters Score -971176.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -971627.687500 Penalty: 3028.271484
	Iteration 7F: 3 clusters Score -971627.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -972056.687500 Penalty: 3028.271484
	Iteration 8F: 3 clusters Score -972056.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -972448.312500 Penalty: 3028.271484
	Iteration 9F: 3 clusters Score -972448.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -972737.062500 Penalty: 3028.271484
	Iteration 10Q: 3 clusters Score -972737.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -972960.187500 Penalty: 3028.271484
	Iteration 11Q: 3 clusters Score -972960.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -973127.250000 Penalty: 3028.271484
	Iteration 12Q: 3 clusters Score -973127.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -973303.250000 Penalty: 3028.271484
	Iteration 13Q: 3 clusters Score -973303.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -973490.437500 Penalty: 3028.271484
	Iteration 14Q: 3 clusters Score -973490.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -973673.937500 Penalty: 3028.271484
	Iteration 15Q: 3 clusters Score -973673.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -973848.625000 Penalty: 3028.271484
	Iteration 16Q: 3 clusters Score -973848.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -973992.875000 Penalty: 3028.271484
	Iteration 17Q: 3 clusters Score -973992.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -974098.937500 Penalty: 3028.271484
	Iteration 18Q: 3 clusters Score -974098.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -974186.500000 Penalty: 3028.271484
	Iteration 19Q: 3 clusters Score -974186.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -974279.062500 Penalty: 3028.271484
	Iteration 20F: 3 clusters Score -974279.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -974342.937500 Penalty: 3028.271484
	Iteration 21Q: 3 clusters Score -974342.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -974381.250000 Penalty: 3028.271484
	Iteration 22Q: 3 clusters Score -974381.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -974412.937500 Penalty: 3028.271484
	Iteration 23Q: 3 clusters Score -974412.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -974426.687500 Penalty: 3028.271484
	Iteration 24Q: 3 clusters Score -974426.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -974438.125000 Penalty: 3028.271484
	Iteration 25Q: 3 clusters Score -974438.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -974445.125000 Penalty: 3028.271484
	Iteration 26Q: 3 clusters Score -974445.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -974445.937500 Penalty: 3028.271484
	Iteration 27Q: 3 clusters Score -974445.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -974453.187500 Penalty: 3028.271484
	Iteration 28Q: 3 clusters Score -974453.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -974456.000000 Penalty: 3028.271484
	Iteration 29Q: 3 clusters Score -974456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -974456.562500 Penalty: 3028.271484
	Iteration 30Q: 3 clusters Score -974456.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -974458.875000 Penalty: 3028.271484
	Iteration 31Q: 3 clusters Score -974458.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -974463.875000 Penalty: 3028.271484
	Iteration 32Q: 3 clusters Score -974463.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -974466.437500 Penalty: 3028.271484
	Iteration 33Q: 3 clusters Score -974466.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -974467.562500 Penalty: 3028.271484
	Iteration 34Q: 3 clusters Score -974467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -974465.687500 Penalty: 3028.271484
	Iteration 35Q: 3 clusters Score -974465.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -974470.375000 Penalty: 3028.271484
	Iteration 36Q: 3 clusters Score -974470.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -974469.187500 Penalty: 3028.271484
	Iteration 37Q: 3 clusters Score -974469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -974472.375000 Penalty: 3028.271484
	Iteration 38Q: 3 clusters Score -974472.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -974473.312500 Penalty: 3028.271484
	Iteration 39Q: 3 clusters Score -974473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -974471.625000 Penalty: 3028.271484
	Iteration 40F: 3 clusters Score -974471.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -974472.812500 Penalty: 3028.271484
	Iteration 41Q: 3 clusters Score -974472.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -974475.937500 Penalty: 3028.271484
	Iteration 42Q: 3 clusters Score -974475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -974475.187500 Penalty: 3028.271484
	Iteration 43Q: 3 clusters Score -974475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -974476.187500 Penalty: 3028.271484
	Iteration 44Q: 3 clusters Score -974476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -974477.062500 Penalty: 3028.271484
	Iteration 45Q: 3 clusters Score -974477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -974478.687500 Penalty: 3028.271484
	Iteration 46Q: 3 clusters Score -974478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -974477.125000 Penalty: 3028.271484
	Iteration 47Q: 3 clusters Score -974477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -974477.125000 Penalty: 3028.271484
	Iteration 48F: 3 clusters Score -974477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 166274 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 22979 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 184493 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 42627 members 
Entering Unmasked Estep 
Score: -51539220.000000 Penalty: 40958.105469
Splitting cluster 14 changes total score from -51539496.000000 to -51539220.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -623792.312500 Penalty: 1455.971680
	Iteration 0F: 2 clusters Score -623792.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -618066.562500 Penalty: 2911.943359
	Iteration 0F: 3 clusters Score -618066.6 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -619990.000000 Penalty: 2911.943359
	Iteration 1F: 3 clusters Score -619990 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -620462.500000 Penalty: 2911.943359
	Iteration 2F: 3 clusters Score -620462.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -621176.375000 Penalty: 2911.943359
	Iteration 3F: 3 clusters Score -621176.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -622017.062500 Penalty: 2911.943359
	Iteration 4F: 3 clusters Score -622017.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -622912.562500 Penalty: 2911.943359
	Iteration 5F: 3 clusters Score -622912.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -623793.062500 Penalty: 2911.943359
	Iteration 6F: 3 clusters Score -623793.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -624573.625000 Penalty: 2911.943359
	Iteration 7F: 3 clusters Score -624573.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -625365.937500 Penalty: 2911.943359
	Iteration 8F: 3 clusters Score -625365.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -625910.937500 Penalty: 2911.943359
	Iteration 9Q: 3 clusters Score -625910.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -626154.250000 Penalty: 2911.943359
	Iteration 10Q: 3 clusters Score -626154.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -626244.000000 Penalty: 2911.943359
	Iteration 11Q: 3 clusters Score -626244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -626290.375000 Penalty: 2911.943359
	Iteration 12Q: 3 clusters Score -626290.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -626320.062500 Penalty: 2911.943359
	Iteration 13Q: 3 clusters Score -626320.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -626345.687500 Penalty: 2911.943359
	Iteration 14Q: 3 clusters Score -626345.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -626373.250000 Penalty: 2911.943359
	Iteration 15Q: 3 clusters Score -626373.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -626405.000000 Penalty: 2911.943359
	Iteration 16Q: 3 clusters Score -626405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -626450.250000 Penalty: 2911.943359
	Iteration 17Q: 3 clusters Score -626450.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -626509.500000 Penalty: 2911.943359
	Iteration 18Q: 3 clusters Score -626509.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -626580.375000 Penalty: 2911.943359
	Iteration 19Q: 3 clusters Score -626580.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -626648.187500 Penalty: 2911.943359
	Iteration 20F: 3 clusters Score -626648.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -626697.312500 Penalty: 2911.943359
	Iteration 21Q: 3 clusters Score -626697.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -626723.062500 Penalty: 2911.943359
	Iteration 22Q: 3 clusters Score -626723.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -626735.937500 Penalty: 2911.943359
	Iteration 23Q: 3 clusters Score -626735.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -626744.937500 Penalty: 2911.943359
	Iteration 24Q: 3 clusters Score -626744.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -626750.937500 Penalty: 2911.943359
	Iteration 25Q: 3 clusters Score -626750.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -626753.000000 Penalty: 2911.943359
	Iteration 26Q: 3 clusters Score -626753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -626753.875000 Penalty: 2911.943359
	Iteration 27Q: 3 clusters Score -626753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -626755.437500 Penalty: 2911.943359
	Iteration 28Q: 3 clusters Score -626755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -626755.437500 Penalty: 2911.943359
	Iteration 29F: 3 clusters Score -626755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 166274 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 22979 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 184493 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 42627 members 
Entering Unmasked Estep 
Score: -51542412.000000 Penalty: 40958.105469
Splitting cluster 15 changes total score from -51539496.000000 to -51542412.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 16 (13769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Entering Unmasked Estep 
Score: -1234440.875000 Penalty: 1548.653442
	Iteration 0F: 2 clusters Score -1234441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1224913.875000 Penalty: 3097.306885
	Iteration 0F: 3 clusters Score -1224914 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1228321.875000 Penalty: 3097.306885
	Iteration 1F: 3 clusters Score -1228322 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1228738.000000 Penalty: 3097.306885
	Iteration 2F: 3 clusters Score -1228738 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1229184.250000 Penalty: 3097.306885
	Iteration 3F: 3 clusters Score -1229184 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1229725.875000 Penalty: 3097.306885
	Iteration 4F: 3 clusters Score -1229726 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1230280.125000 Penalty: 3097.306885
	Iteration 5F: 3 clusters Score -1230280 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1230817.375000 Penalty: 3097.306885
	Iteration 6F: 3 clusters Score -1230817 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1231306.375000 Penalty: 3097.306885
	Iteration 7F: 3 clusters Score -1231306 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1231842.250000 Penalty: 3097.306885
	Iteration 8F: 3 clusters Score -1231842 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1232584.500000 Penalty: 3097.306885
	Iteration 9F: 3 clusters Score -1232584 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1233208.750000 Penalty: 3097.306885
	Iteration 10F: 3 clusters Score -1233209 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1233572.125000 Penalty: 3097.306885
	Iteration 11Q: 3 clusters Score -1233572 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1233757.000000 Penalty: 3097.306885
	Iteration 12Q: 3 clusters Score -1233757 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1233852.625000 Penalty: 3097.306885
	Iteration 13Q: 3 clusters Score -1233853 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1233899.625000 Penalty: 3097.306885
	Iteration 14Q: 3 clusters Score -1233900 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1233926.750000 Penalty: 3097.306885
	Iteration 15Q: 3 clusters Score -1233927 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1233949.875000 Penalty: 3097.306885
	Iteration 16Q: 3 clusters Score -1233950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1233964.500000 Penalty: 3097.306885
	Iteration 17Q: 3 clusters Score -1233964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1233974.500000 Penalty: 3097.306885
	Iteration 18Q: 3 clusters Score -1233974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1233988.125000 Penalty: 3097.306885
	Iteration 19Q: 3 clusters Score -1233988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1234003.875000 Penalty: 3097.306885
	Iteration 20F: 3 clusters Score -1234004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1234016.000000 Penalty: 3097.306885
	Iteration 21Q: 3 clusters Score -1234016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1234032.000000 Penalty: 3097.306885
	Iteration 22Q: 3 clusters Score -1234032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1234042.875000 Penalty: 3097.306885
	Iteration 23Q: 3 clusters Score -1234043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1234051.750000 Penalty: 3097.306885
	Iteration 24Q: 3 clusters Score -1234052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1234055.750000 Penalty: 3097.306885
	Iteration 25Q: 3 clusters Score -1234056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1234060.000000 Penalty: 3097.306885
	Iteration 26Q: 3 clusters Score -1234060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1234065.000000 Penalty: 3097.306885
	Iteration 27Q: 3 clusters Score -1234065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1234067.625000 Penalty: 3097.306885
	Iteration 28Q: 3 clusters Score -1234068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1234073.000000 Penalty: 3097.306885
	Iteration 29Q: 3 clusters Score -1234073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1234072.625000 Penalty: 3097.306885
	Iteration 30Q: 3 clusters Score -1234073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1234073.750000 Penalty: 3097.306885
	Iteration 31Q: 3 clusters Score -1234074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1234072.125000 Penalty: 3097.306885
	Iteration 32Q: 3 clusters Score -1234072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1234073.500000 Penalty: 3097.306885
	Iteration 33Q: 3 clusters Score -1234074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1234073.875000 Penalty: 3097.306885
	Iteration 34Q: 3 clusters Score -1234074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1234073.875000 Penalty: 3097.306885
	Iteration 35F: 3 clusters Score -1234074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (184493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184493 members 
Entering Unmasked Estep 
Score: -16398745.000000 Penalty: 1970.372192
	Iteration 0F: 2 clusters Score -1.639874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92208 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -16274750.000000 Penalty: 3940.744385
	Iteration 0F: 3 clusters Score -1.627475e+07 nChanged 89648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -16328759.000000 Penalty: 3940.744385
	Iteration 1F: 3 clusters Score -1.632876e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -16330197.000000 Penalty: 3940.744385
	Iteration 2Q: 3 clusters Score -1.63302e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -16332345.000000 Penalty: 3940.744385
	Iteration 3Q: 3 clusters Score -1.633234e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 91893 members 
Entering Unmasked Estep 
Score: -16335256.000000 Penalty: 3940.744385
	Iteration 4Q: 3 clusters Score -1.633526e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -16339663.000000 Penalty: 3940.744385
	Iteration 5Q: 3 clusters Score -1.633966e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -16345415.000000 Penalty: 3940.744385
	Iteration 6F: 3 clusters Score -1.634542e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -16351875.000000 Penalty: 3940.744385
	Iteration 7F: 3 clusters Score -1.635188e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -16357600.000000 Penalty: 3940.744385
	Iteration 8F: 3 clusters Score -1.63576e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -16362257.000000 Penalty: 3940.744385
	Iteration 9F: 3 clusters Score -1.636226e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 111607 members 
Entering Unmasked Estep 
Score: -16365933.000000 Penalty: 3940.744385
	Iteration 10Q: 3 clusters Score -1.636593e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 115201 members 
Entering Unmasked Estep 
Score: -16369015.000000 Penalty: 3940.744385
	Iteration 11Q: 3 clusters Score -1.636902e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 118821 members 
Entering Unmasked Estep 
Score: -16371822.000000 Penalty: 3940.744385
	Iteration 12Q: 3 clusters Score -1.637182e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 122378 members 
Entering Unmasked Estep 
Score: -16374785.000000 Penalty: 3940.744385
	Iteration 13Q: 3 clusters Score -1.637478e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 125750 members 
Entering Unmasked Estep 
Score: -16377398.000000 Penalty: 3940.744385
	Iteration 14Q: 3 clusters Score -1.63774e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -16379664.000000 Penalty: 3940.744385
	Iteration 15Q: 3 clusters Score -1.637966e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 131459 members 
Entering Unmasked Estep 
Score: -16381801.000000 Penalty: 3940.744385
	Iteration 16Q: 3 clusters Score -1.63818e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
Score: -16383594.000000 Penalty: 3940.744385
	Iteration 17Q: 3 clusters Score -1.638359e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -16385083.000000 Penalty: 3940.744385
	Iteration 18Q: 3 clusters Score -1.638508e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 138775 members 
Entering Unmasked Estep 
Score: -16386248.000000 Penalty: 3940.744385
	Iteration 19Q: 3 clusters Score -1.638625e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 141045 members 
Entering Unmasked Estep 
Score: -16387268.000000 Penalty: 3940.744385
	Iteration 20F: 3 clusters Score -1.638727e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 143241 members 
Entering Unmasked Estep 
Score: -16388218.000000 Penalty: 3940.744385
	Iteration 21Q: 3 clusters Score -1.638822e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -16389058.000000 Penalty: 3940.744385
	Iteration 22Q: 3 clusters Score -1.638906e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 147288 members 
Entering Unmasked Estep 
Score: -16389884.000000 Penalty: 3940.744385
	Iteration 23Q: 3 clusters Score -1.638988e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -16390655.000000 Penalty: 3940.744385
	Iteration 24Q: 3 clusters Score -1.639066e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 151326 members 
Entering Unmasked Estep 
Score: -16391561.000000 Penalty: 3940.744385
	Iteration 25Q: 3 clusters Score -1.639156e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -16392390.000000 Penalty: 3940.744385
	Iteration 26Q: 3 clusters Score -1.639239e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -16393085.000000 Penalty: 3940.744385
	Iteration 27Q: 3 clusters Score -1.639308e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -16393815.000000 Penalty: 3940.744385
	Iteration 28Q: 3 clusters Score -1.639382e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 158543 members 
Entering Unmasked Estep 
Score: -16394378.000000 Penalty: 3940.744385
	Iteration 29Q: 3 clusters Score -1.639438e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 160179 members 
Entering Unmasked Estep 
Score: -16394942.000000 Penalty: 3940.744385
	Iteration 30Q: 3 clusters Score -1.639494e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 161739 members 
Entering Unmasked Estep 
Score: -16395528.000000 Penalty: 3940.744385
	Iteration 31Q: 3 clusters Score -1.639553e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 163189 members 
Entering Unmasked Estep 
Score: -16395942.000000 Penalty: 3940.744385
	Iteration 32Q: 3 clusters Score -1.639594e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 164490 members 
Entering Unmasked Estep 
Score: -16396331.000000 Penalty: 3940.744385
	Iteration 33Q: 3 clusters Score -1.639633e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 165734 members 
Entering Unmasked Estep 
Score: -16396686.000000 Penalty: 3940.744385
	Iteration 34Q: 3 clusters Score -1.639669e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 166768 members 
Entering Unmasked Estep 
Score: -16397027.000000 Penalty: 3940.744385
	Iteration 35Q: 3 clusters Score -1.639703e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 167707 members 
Entering Unmasked Estep 
Score: -16397242.000000 Penalty: 3940.744385
	Iteration 36Q: 3 clusters Score -1.639724e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 168543 members 
Entering Unmasked Estep 
Score: -16397392.000000 Penalty: 3940.744385
	Iteration 37Q: 3 clusters Score -1.639739e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 169266 members 
Entering Unmasked Estep 
Score: -16397547.000000 Penalty: 3940.744385
	Iteration 38Q: 3 clusters Score -1.639755e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 169994 members 
Entering Unmasked Estep 
Score: -16397737.000000 Penalty: 3940.744385
	Iteration 39Q: 3 clusters Score -1.639774e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 170654 members 
Entering Unmasked Estep 
Score: -16397862.000000 Penalty: 3940.744385
	Iteration 40F: 3 clusters Score -1.639786e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 171238 members 
Entering Unmasked Estep 
Score: -16397988.000000 Penalty: 3940.744385
	Iteration 41Q: 3 clusters Score -1.639799e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 171749 members 
Entering Unmasked Estep 
Score: -16398030.000000 Penalty: 3940.744385
	Iteration 42Q: 3 clusters Score -1.639803e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 172199 members 
Entering Unmasked Estep 
Score: -16398107.000000 Penalty: 3940.744385
	Iteration 43Q: 3 clusters Score -1.639811e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -16398186.000000 Penalty: 3940.744385
	Iteration 44Q: 3 clusters Score -1.639819e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 173005 members 
Entering Unmasked Estep 
Score: -16398237.000000 Penalty: 3940.744385
	Iteration 45Q: 3 clusters Score -1.639824e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 173403 members 
Entering Unmasked Estep 
Score: -16398355.000000 Penalty: 3940.744385
	Iteration 46Q: 3 clusters Score -1.639836e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 173772 members 
Entering Unmasked Estep 
Score: -16398432.000000 Penalty: 3940.744385
	Iteration 47Q: 3 clusters Score -1.639843e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 174118 members 
Entering Unmasked Estep 
Score: -16398452.000000 Penalty: 3940.744385
	Iteration 48Q: 3 clusters Score -1.639845e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 174475 members 
Entering Unmasked Estep 
Score: -16398515.000000 Penalty: 3940.744385
	Iteration 49Q: 3 clusters Score -1.639852e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 174828 members 
Entering Unmasked Estep 
Score: -16398539.000000 Penalty: 3940.744385
	Iteration 50Q: 3 clusters Score -1.639854e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 175165 members 
Entering Unmasked Estep 
Score: -16398603.000000 Penalty: 3940.744385
	Iteration 51Q: 3 clusters Score -1.63986e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -16398616.000000 Penalty: 3940.744385
	Iteration 52Q: 3 clusters Score -1.639862e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 175786 members 
Entering Unmasked Estep 
Score: -16398686.000000 Penalty: 3940.744385
	Iteration 53Q: 3 clusters Score -1.639869e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 176060 members 
Entering Unmasked Estep 
Score: -16398741.000000 Penalty: 3940.744385
	Iteration 54Q: 3 clusters Score -1.639874e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 176327 members 
Entering Unmasked Estep 
Score: -16398754.000000 Penalty: 3940.744385
	Iteration 55Q: 3 clusters Score -1.639875e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 176585 members 
Entering Unmasked Estep 
Score: -16398797.000000 Penalty: 3940.744385
	Iteration 56Q: 3 clusters Score -1.63988e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 176828 members 
Entering Unmasked Estep 
Score: -16398816.000000 Penalty: 3940.744385
	Iteration 57Q: 3 clusters Score -1.639882e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 177054 members 
Entering Unmasked Estep 
Score: -16398844.000000 Penalty: 3940.744385
	Iteration 58Q: 3 clusters Score -1.639884e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 177275 members 
Entering Unmasked Estep 
Score: -16398855.000000 Penalty: 3940.744385
	Iteration 59Q: 3 clusters Score -1.639886e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 177505 members 
Entering Unmasked Estep 
Score: -16398884.000000 Penalty: 3940.744385
	Iteration 60F: 3 clusters Score -1.639888e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 177728 members 
Entering Unmasked Estep 
Score: -16398917.000000 Penalty: 3940.744385
	Iteration 61Q: 3 clusters Score -1.639892e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 177924 members 
Entering Unmasked Estep 
Score: -16398978.000000 Penalty: 3940.744385
	Iteration 62Q: 3 clusters Score -1.639898e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 178086 members 
Entering Unmasked Estep 
Score: -16399026.000000 Penalty: 3940.744385
	Iteration 63Q: 3 clusters Score -1.639903e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 178245 members 
Entering Unmasked Estep 
Score: -16399069.000000 Penalty: 3940.744385
	Iteration 64Q: 3 clusters Score -1.639907e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 178391 members 
Entering Unmasked Estep 
Score: -16399088.000000 Penalty: 3940.744385
	Iteration 65Q: 3 clusters Score -1.639909e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 178513 members 
Entering Unmasked Estep 
Score: -16399093.000000 Penalty: 3940.744385
	Iteration 66Q: 3 clusters Score -1.639909e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 178640 members 
Entering Unmasked Estep 
Score: -16399133.000000 Penalty: 3940.744385
	Iteration 67Q: 3 clusters Score -1.639913e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 178746 members 
Entering Unmasked Estep 
Score: -16399123.000000 Penalty: 3940.744385
	Iteration 68Q: 3 clusters Score -1.639912e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 178834 members 
Entering Unmasked Estep 
Score: -16399145.000000 Penalty: 3940.744385
	Iteration 69Q: 3 clusters Score -1.639914e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 178907 members 
Entering Unmasked Estep 
Score: -16399178.000000 Penalty: 3940.744385
	Iteration 70Q: 3 clusters Score -1.639918e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 178987 members 
Entering Unmasked Estep 
Score: -16399204.000000 Penalty: 3940.744385
	Iteration 71Q: 3 clusters Score -1.63992e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 179064 members 
Entering Unmasked Estep 
Score: -16399235.000000 Penalty: 3940.744385
	Iteration 72Q: 3 clusters Score -1.639924e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 179125 members 
Entering Unmasked Estep 
Score: -16399225.000000 Penalty: 3940.744385
	Iteration 73Q: 3 clusters Score -1.639922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 179165 members 
Entering Unmasked Estep 
Score: -16399231.000000 Penalty: 3940.744385
	Iteration 74Q: 3 clusters Score -1.639923e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 179201 members 
Entering Unmasked Estep 
Score: -16399238.000000 Penalty: 3940.744385
	Iteration 75Q: 3 clusters Score -1.639924e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 179228 members 
Entering Unmasked Estep 
Score: -16399252.000000 Penalty: 3940.744385
	Iteration 76Q: 3 clusters Score -1.639925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 179254 members 
Entering Unmasked Estep 
Score: -16399263.000000 Penalty: 3940.744385
	Iteration 77Q: 3 clusters Score -1.639926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -16399267.000000 Penalty: 3940.744385
	Iteration 78Q: 3 clusters Score -1.639927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 179309 members 
Entering Unmasked Estep 
Score: -16399264.000000 Penalty: 3940.744385
	Iteration 79Q: 3 clusters Score -1.639926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 179331 members 
Entering Unmasked Estep 
Score: -16399265.000000 Penalty: 3940.744385
	Iteration 80F: 3 clusters Score -1.639926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 179351 members 
Entering Unmasked Estep 
Score: -16399266.000000 Penalty: 3940.744385
	Iteration 81Q: 3 clusters Score -1.639927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 179365 members 
Entering Unmasked Estep 
Score: -16399267.000000 Penalty: 3940.744385
	Iteration 82Q: 3 clusters Score -1.639927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 179375 members 
Entering Unmasked Estep 
Score: -16399258.000000 Penalty: 3940.744385
	Iteration 83Q: 3 clusters Score -1.639926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 179385 members 
Entering Unmasked Estep 
Score: -16399264.000000 Penalty: 3940.744385
	Iteration 84Q: 3 clusters Score -1.639926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 179397 members 
Entering Unmasked Estep 
Score: -16399243.000000 Penalty: 3940.744385
	Iteration 85Q: 3 clusters Score -1.639924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 179403 members 
Entering Unmasked Estep 
Score: -16399264.000000 Penalty: 3940.744385
	Iteration 86Q: 3 clusters Score -1.639926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 179413 members 
Entering Unmasked Estep 
Score: -16399243.000000 Penalty: 3940.744385
	Iteration 87Q: 3 clusters Score -1.639924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 179422 members 
Entering Unmasked Estep 
Score: -16399245.000000 Penalty: 3940.744385
	Iteration 88Q: 3 clusters Score -1.639924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 179431 members 
Entering Unmasked Estep 
Score: -16399240.000000 Penalty: 3940.744385
	Iteration 89Q: 3 clusters Score -1.639924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 179437 members 
Entering Unmasked Estep 
Score: -16399242.000000 Penalty: 3940.744385
	Iteration 90Q: 3 clusters Score -1.639924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 179446 members 
Entering Unmasked Estep 
Score: -16399244.000000 Penalty: 3940.744385
	Iteration 91Q: 3 clusters Score -1.639924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 179459 members 
Entering Unmasked Estep 
Score: -16399238.000000 Penalty: 3940.744385
	Iteration 92Q: 3 clusters Score -1.639924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 179475 members 
Entering Unmasked Estep 
Score: -16399241.000000 Penalty: 3940.744385
	Iteration 93Q: 3 clusters Score -1.639924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 179488 members 
Entering Unmasked Estep 
Score: -16399264.000000 Penalty: 3940.744385
	Iteration 94Q: 3 clusters Score -1.639926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 179497 members 
Entering Unmasked Estep 
Score: -16399272.000000 Penalty: 3940.744385
	Iteration 95Q: 3 clusters Score -1.639927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 179502 members 
Entering Unmasked Estep 
Score: -16399266.000000 Penalty: 3940.744385
	Iteration 96Q: 3 clusters Score -1.639927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 179505 members 
Entering Unmasked Estep 
Score: -16399273.000000 Penalty: 3940.744385
	Iteration 97Q: 3 clusters Score -1.639927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 179507 members 
Entering Unmasked Estep 
Score: -16399267.000000 Penalty: 3940.744385
	Iteration 98Q: 3 clusters Score -1.639927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 179512 members 
Entering Unmasked Estep 
Score: -16399255.000000 Penalty: 3940.744385
	Iteration 99Q: 3 clusters Score -1.639926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 179514 members 
Entering Unmasked Estep 
Score: -16399259.000000 Penalty: 3940.744385
	Iteration 100F: 3 clusters Score -1.639926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 179518 members 
Entering Unmasked Estep 
Score: -16399262.000000 Penalty: 3940.744385
	Iteration 101Q: 3 clusters Score -1.639926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 179522 members 
Entering Unmasked Estep 
Score: -16399249.000000 Penalty: 3940.744385
	Iteration 102Q: 3 clusters Score -1.639925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 179525 members 
Entering Unmasked Estep 
Score: -16399253.000000 Penalty: 3940.744385
	Iteration 103Q: 3 clusters Score -1.639925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 179530 members 
Entering Unmasked Estep 
Score: -16399252.000000 Penalty: 3940.744385
	Iteration 104Q: 3 clusters Score -1.639925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 179538 members 
Entering Unmasked Estep 
Score: -16399258.000000 Penalty: 3940.744385
	Iteration 105Q: 3 clusters Score -1.639926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 179546 members 
Entering Unmasked Estep 
Score: -16399262.000000 Penalty: 3940.744385
	Iteration 106Q: 3 clusters Score -1.639926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 179560 members 
Entering Unmasked Estep 
Score: -16399251.000000 Penalty: 3940.744385
	Iteration 107Q: 3 clusters Score -1.639925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 179574 members 
Entering Unmasked Estep 
Score: -16399252.000000 Penalty: 3940.744385
	Iteration 108Q: 3 clusters Score -1.639925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 179586 members 
Entering Unmasked Estep 
Score: -16399254.000000 Penalty: 3940.744385
	Iteration 109Q: 3 clusters Score -1.639925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 179595 members 
Entering Unmasked Estep 
Score: -16399240.000000 Penalty: 3940.744385
	Iteration 110Q: 3 clusters Score -1.639924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -16399251.000000 Penalty: 3940.744385
	Iteration 111Q: 3 clusters Score -1.639925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 179609 members 
Entering Unmasked Estep 
Score: -16399267.000000 Penalty: 3940.744385
	Iteration 112Q: 3 clusters Score -1.639927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 179619 members 
Entering Unmasked Estep 
Score: -16399260.000000 Penalty: 3940.744385
	Iteration 113Q: 3 clusters Score -1.639926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 179628 members 
Entering Unmasked Estep 
Score: -16399261.000000 Penalty: 3940.744385
	Iteration 114Q: 3 clusters Score -1.639926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 179640 members 
Entering Unmasked Estep 
Score: -16399266.000000 Penalty: 3940.744385
	Iteration 115Q: 3 clusters Score -1.639927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 179651 members 
Entering Unmasked Estep 
Score: -16399262.000000 Penalty: 3940.744385
	Iteration 116Q: 3 clusters Score -1.639926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 179670 members 
Entering Unmasked Estep 
Score: -16399243.000000 Penalty: 3940.744385
	Iteration 117Q: 3 clusters Score -1.639924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 179685 members 
Entering Unmasked Estep 
Score: -16399240.000000 Penalty: 3940.744385
	Iteration 118Q: 3 clusters Score -1.639924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 179698 members 
Entering Unmasked Estep 
Score: -16399232.000000 Penalty: 3940.744385
	Iteration 119Q: 3 clusters Score -1.639923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 179706 members 
Entering Unmasked Estep 
Score: -16399244.000000 Penalty: 3940.744385
	Iteration 120F: 3 clusters Score -1.639924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -16399236.000000 Penalty: 3940.744385
	Iteration 121Q: 3 clusters Score -1.639924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 179715 members 
Entering Unmasked Estep 
Score: -16399235.000000 Penalty: 3940.744385
	Iteration 122Q: 3 clusters Score -1.639924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 179729 members 
Entering Unmasked Estep 
Score: -16399234.000000 Penalty: 3940.744385
	Iteration 123Q: 3 clusters Score -1.639923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 179740 members 
Entering Unmasked Estep 
Score: -16399240.000000 Penalty: 3940.744385
	Iteration 124Q: 3 clusters Score -1.639924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 179759 members 
Entering Unmasked Estep 
Score: -16399231.000000 Penalty: 3940.744385
	Iteration 125Q: 3 clusters Score -1.639923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 179772 members 
Entering Unmasked Estep 
Score: -16399241.000000 Penalty: 3940.744385
	Iteration 126Q: 3 clusters Score -1.639924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 179793 members 
Entering Unmasked Estep 
Score: -16399238.000000 Penalty: 3940.744385
	Iteration 127Q: 3 clusters Score -1.639924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 179809 members 
Entering Unmasked Estep 
Score: -16399248.000000 Penalty: 3940.744385
	Iteration 128Q: 3 clusters Score -1.639925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 179822 members 
Entering Unmasked Estep 
Score: -16399252.000000 Penalty: 3940.744385
	Iteration 129Q: 3 clusters Score -1.639925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 179831 members 
Entering Unmasked Estep 
Score: -16399263.000000 Penalty: 3940.744385
	Iteration 130Q: 3 clusters Score -1.639926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 179837 members 
Entering Unmasked Estep 
Score: -16399273.000000 Penalty: 3940.744385
	Iteration 131Q: 3 clusters Score -1.639927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 179845 members 
Entering Unmasked Estep 
Score: -16399273.000000 Penalty: 3940.744385
	Iteration 132Q: 3 clusters Score -1.639927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -16399249.000000 Penalty: 3940.744385
	Iteration 133Q: 3 clusters Score -1.639925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 179866 members 
Entering Unmasked Estep 
Score: -16399258.000000 Penalty: 3940.744385
	Iteration 134Q: 3 clusters Score -1.639926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -16399264.000000 Penalty: 3940.744385
	Iteration 135Q: 3 clusters Score -1.639926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 179887 members 
Entering Unmasked Estep 
Score: -16399263.000000 Penalty: 3940.744385
	Iteration 136Q: 3 clusters Score -1.639926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 179901 members 
Entering Unmasked Estep 
Score: -16399270.000000 Penalty: 3940.744385
	Iteration 137Q: 3 clusters Score -1.639927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 179917 members 
Entering Unmasked Estep 
Score: -16399268.000000 Penalty: 3940.744385
	Iteration 138Q: 3 clusters Score -1.639927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 179927 members 
Entering Unmasked Estep 
Score: -16399259.000000 Penalty: 3940.744385
	Iteration 139Q: 3 clusters Score -1.639926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 179937 members 
Entering Unmasked Estep 
Score: -16399258.000000 Penalty: 3940.744385
	Iteration 140F: 3 clusters Score -1.639926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 179948 members 
Entering Unmasked Estep 
Score: -16399257.000000 Penalty: 3940.744385
	Iteration 141Q: 3 clusters Score -1.639926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 179959 members 
Entering Unmasked Estep 
Score: -16399264.000000 Penalty: 3940.744385
	Iteration 142Q: 3 clusters Score -1.639926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 179967 members 
Entering Unmasked Estep 
Score: -16399266.000000 Penalty: 3940.744385
	Iteration 143Q: 3 clusters Score -1.639927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 179973 members 
Entering Unmasked Estep 
Score: -16399265.000000 Penalty: 3940.744385
	Iteration 144Q: 3 clusters Score -1.639926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 179977 members 
Entering Unmasked Estep 
Score: -16399270.000000 Penalty: 3940.744385
	Iteration 145Q: 3 clusters Score -1.639927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 179982 members 
Entering Unmasked Estep 
Score: -16399255.000000 Penalty: 3940.744385
	Iteration 146Q: 3 clusters Score -1.639926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 179987 members 
Entering Unmasked Estep 
Score: -16399271.000000 Penalty: 3940.744385
	Iteration 147Q: 3 clusters Score -1.639927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 179993 members 
Entering Unmasked Estep 
Score: -16399274.000000 Penalty: 3940.744385
	Iteration 148Q: 3 clusters Score -1.639927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -16399257.000000 Penalty: 3940.744385
	Iteration 149Q: 3 clusters Score -1.639926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 180006 members 
Entering Unmasked Estep 
Score: -16399256.000000 Penalty: 3940.744385
	Iteration 150Q: 3 clusters Score -1.639926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 180009 members 
Entering Unmasked Estep 
Score: -16399255.000000 Penalty: 3940.744385
	Iteration 151Q: 3 clusters Score -1.639926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 180011 members 
Entering Unmasked Estep 
Score: -16399253.000000 Penalty: 3940.744385
	Iteration 152Q: 3 clusters Score -1.639925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 180012 members 
Entering Unmasked Estep 
Score: -16399257.000000 Penalty: 3940.744385
	Iteration 153Q: 3 clusters Score -1.639926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 180016 members 
Entering Unmasked Estep 
Score: -16399253.000000 Penalty: 3940.744385
	Iteration 154Q: 3 clusters Score -1.639925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 180020 members 
Entering Unmasked Estep 
Score: -16399257.000000 Penalty: 3940.744385
	Iteration 155Q: 3 clusters Score -1.639926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 180023 members 
Entering Unmasked Estep 
Score: -16399251.000000 Penalty: 3940.744385
	Iteration 156Q: 3 clusters Score -1.639925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 180023 members 
Entering Unmasked Estep 
Score: -16399251.000000 Penalty: 3940.744385
	Iteration 157F: 3 clusters Score -1.639925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 166274 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 22979 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 13 contains 180023 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 42627 members 
Entering Unmasked Estep 
Score: -51542792.000000 Penalty: 43113.796875
Splitting cluster 17 changes total score from -51539496.000000 to -51542792.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (2715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Entering Unmasked Estep 
Score: -234076.968750 Penalty: 1284.813843
	Iteration 0F: 2 clusters Score -234077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -231556.671875 Penalty: 2569.627686
	Iteration 0F: 3 clusters Score -231556.7 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -232180.828125 Penalty: 2569.627686
	Iteration 1F: 3 clusters Score -232180.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -232326.390625 Penalty: 2569.627686
	Iteration 2F: 3 clusters Score -232326.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -232440.265625 Penalty: 2569.627686
	Iteration 3F: 3 clusters Score -232440.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -232542.968750 Penalty: 2569.627686
	Iteration 4Q: 3 clusters Score -232543 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -232682.968750 Penalty: 2569.627686
	Iteration 5Q: 3 clusters Score -232683 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -232879.500000 Penalty: 2569.627686
	Iteration 6F: 3 clusters Score -232879.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -233102.750000 Penalty: 2569.627686
	Iteration 7F: 3 clusters Score -233102.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -233303.640625 Penalty: 2569.627686
	Iteration 8F: 3 clusters Score -233303.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -233476.828125 Penalty: 2569.627686
	Iteration 9F: 3 clusters Score -233476.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -233624.328125 Penalty: 2569.627686
	Iteration 10Q: 3 clusters Score -233624.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -233726.828125 Penalty: 2569.627686
	Iteration 11Q: 3 clusters Score -233726.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -233824.968750 Penalty: 2569.627686
	Iteration 12Q: 3 clusters Score -233825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -234015.718750 Penalty: 2569.627686
	Iteration 13Q: 3 clusters Score -234015.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -234159.500000 Penalty: 2569.627686
	Iteration 14Q: 3 clusters Score -234159.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234208.953125 Penalty: 2569.627686
	Iteration 15Q: 3 clusters Score -234209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -234230.765625 Penalty: 2569.627686
	Iteration 16Q: 3 clusters Score -234230.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -234249.218750 Penalty: 2569.627686
	Iteration 17Q: 3 clusters Score -234249.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -234267.015625 Penalty: 2569.627686
	Iteration 18Q: 3 clusters Score -234267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -234277.140625 Penalty: 2569.627686
	Iteration 19Q: 3 clusters Score -234277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -234281.046875 Penalty: 2569.627686
	Iteration 20F: 3 clusters Score -234281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -234284.515625 Penalty: 2569.627686
	Iteration 21Q: 3 clusters Score -234284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -234286.250000 Penalty: 2569.627686
	Iteration 22Q: 3 clusters Score -234286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -234286.812500 Penalty: 2569.627686
	Iteration 23Q: 3 clusters Score -234286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -234286.812500 Penalty: 2569.627686
	Iteration 24Q: 3 clusters Score -234286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -234286.812500 Penalty: 2569.627686
	Iteration 25F: 3 clusters Score -234286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 166274 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 22979 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 13 contains 180023 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 42627 members 
Entering Unmasked Estep 
Score: -51542024.000000 Penalty: 45269.484375
Splitting cluster 19 changes total score from -51539496.000000 to -51542024.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 20 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -310084.375000 Penalty: 1346.190918
	Iteration 0F: 2 clusters Score -310084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -306855.093750 Penalty: 2692.381836
	Iteration 0F: 3 clusters Score -306855.1 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -308798.187500 Penalty: 2692.381836
	Iteration 1F: 3 clusters Score -308798.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -309888.875000 Penalty: 2692.381836
	Iteration 2F: 3 clusters Score -309888.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -310405.937500 Penalty: 2692.381836
	Iteration 3F: 3 clusters Score -310405.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -310606.906250 Penalty: 2692.381836
	Iteration 4F: 3 clusters Score -310606.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -310707.406250 Penalty: 2692.381836
	Iteration 5Q: 3 clusters Score -310707.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -310789.968750 Penalty: 2692.381836
	Iteration 6Q: 3 clusters Score -310790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -310839.968750 Penalty: 2692.381836
	Iteration 7Q: 3 clusters Score -310840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -310898.531250 Penalty: 2692.381836
	Iteration 8Q: 3 clusters Score -310898.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -310981.656250 Penalty: 2692.381836
	Iteration 9Q: 3 clusters Score -310981.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -311039.562500 Penalty: 2692.381836
	Iteration 10Q: 3 clusters Score -311039.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -311123.781250 Penalty: 2692.381836
	Iteration 11Q: 3 clusters Score -311123.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -311238.375000 Penalty: 2692.381836
	Iteration 12Q: 3 clusters Score -311238.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -311364.031250 Penalty: 2692.381836
	Iteration 13Q: 3 clusters Score -311364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -311492.531250 Penalty: 2692.381836
	Iteration 14Q: 3 clusters Score -311492.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -311619.187500 Penalty: 2692.381836
	Iteration 15Q: 3 clusters Score -311619.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -311750.562500 Penalty: 2692.381836
	Iteration 16Q: 3 clusters Score -311750.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -311861.750000 Penalty: 2692.381836
	Iteration 17Q: 3 clusters Score -311861.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -311948.937500 Penalty: 2692.381836
	Iteration 18Q: 3 clusters Score -311948.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -311997.093750 Penalty: 2692.381836
	Iteration 19Q: 3 clusters Score -311997.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -312043.343750 Penalty: 2692.381836
	Iteration 20F: 3 clusters Score -312043.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -312108.250000 Penalty: 2692.381836
	Iteration 21Q: 3 clusters Score -312108.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -312193.937500 Penalty: 2692.381836
	Iteration 22Q: 3 clusters Score -312193.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -312242.218750 Penalty: 2692.381836
	Iteration 23Q: 3 clusters Score -312242.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -312261.187500 Penalty: 2692.381836
	Iteration 24Q: 3 clusters Score -312261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -312264.531250 Penalty: 2692.381836
	Iteration 25Q: 3 clusters Score -312264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -312265.468750 Penalty: 2692.381836
	Iteration 26Q: 3 clusters Score -312265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -312265.468750 Penalty: 2692.381836
	Iteration 27F: 3 clusters Score -312265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 166274 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 22979 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 4813 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 13 contains 180023 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 42627 members 
Mstep: Class 22 contains 2632 members 
Entering Unmasked Estep 
Score: -51543420.000000 Penalty: 47425.175781
Splitting cluster 20 changes total score from -51539496.000000 to -51543420.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (42627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Entering Unmasked Estep 
Score: -3853786.000000 Penalty: 1732.289551
	Iteration 0F: 2 clusters Score -3853786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3825227.500000 Penalty: 3464.579102
	Iteration 0F: 3 clusters Score -3825228 nChanged 19945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3836510.750000 Penalty: 3464.579102
	Iteration 1F: 3 clusters Score -3836511 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3837127.000000 Penalty: 3464.579102
	Iteration 2Q: 3 clusters Score -3837127 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3837996.500000 Penalty: 3464.579102
	Iteration 3Q: 3 clusters Score -3837996 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3839397.500000 Penalty: 3464.579102
	Iteration 4F: 3 clusters Score -3839398 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3841575.000000 Penalty: 3464.579102
	Iteration 5F: 3 clusters Score -3841575 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3844125.750000 Penalty: 3464.579102
	Iteration 6F: 3 clusters Score -3844126 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3846136.500000 Penalty: 3464.579102
	Iteration 7F: 3 clusters Score -3846136 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3847357.000000 Penalty: 3464.579102
	Iteration 8F: 3 clusters Score -3847357 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3847978.750000 Penalty: 3464.579102
	Iteration 9Q: 3 clusters Score -3847979 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3848303.750000 Penalty: 3464.579102
	Iteration 10Q: 3 clusters Score -3848304 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3848519.500000 Penalty: 3464.579102
	Iteration 11Q: 3 clusters Score -3848520 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3848705.000000 Penalty: 3464.579102
	Iteration 12Q: 3 clusters Score -3848705 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -3848857.250000 Penalty: 3464.579102
	Iteration 13Q: 3 clusters Score -3848857 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3849054.250000 Penalty: 3464.579102
	Iteration 14Q: 3 clusters Score -3849054 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -3849258.500000 Penalty: 3464.579102
	Iteration 15Q: 3 clusters Score -3849258 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -3849424.000000 Penalty: 3464.579102
	Iteration 16Q: 3 clusters Score -3849424 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -3849632.750000 Penalty: 3464.579102
	Iteration 17Q: 3 clusters Score -3849633 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -3849858.250000 Penalty: 3464.579102
	Iteration 18Q: 3 clusters Score -3849858 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -3850101.500000 Penalty: 3464.579102
	Iteration 19Q: 3 clusters Score -3850102 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -3850351.000000 Penalty: 3464.579102
	Iteration 20F: 3 clusters Score -3850351 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -3850605.500000 Penalty: 3464.579102
	Iteration 21Q: 3 clusters Score -3850606 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -3850851.750000 Penalty: 3464.579102
	Iteration 22Q: 3 clusters Score -3850852 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -3851073.750000 Penalty: 3464.579102
	Iteration 23Q: 3 clusters Score -3851074 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -3851280.250000 Penalty: 3464.579102
	Iteration 24Q: 3 clusters Score -3851280 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -3851459.000000 Penalty: 3464.579102
	Iteration 25Q: 3 clusters Score -3851459 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -3851579.500000 Penalty: 3464.579102
	Iteration 26Q: 3 clusters Score -3851580 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -3851699.000000 Penalty: 3464.579102
	Iteration 27Q: 3 clusters Score -3851699 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -3851816.500000 Penalty: 3464.579102
	Iteration 28Q: 3 clusters Score -3851816 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -3851913.750000 Penalty: 3464.579102
	Iteration 29Q: 3 clusters Score -3851914 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -3851991.000000 Penalty: 3464.579102
	Iteration 30Q: 3 clusters Score -3851991 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -3852047.000000 Penalty: 3464.579102
	Iteration 31Q: 3 clusters Score -3852047 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -3852093.750000 Penalty: 3464.579102
	Iteration 32Q: 3 clusters Score -3852094 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -3852129.750000 Penalty: 3464.579102
	Iteration 33Q: 3 clusters Score -3852130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -3852170.500000 Penalty: 3464.579102
	Iteration 34Q: 3 clusters Score -3852170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -3852198.500000 Penalty: 3464.579102
	Iteration 35Q: 3 clusters Score -3852198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -3852245.750000 Penalty: 3464.579102
	Iteration 36Q: 3 clusters Score -3852246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -3852259.750000 Penalty: 3464.579102
	Iteration 37Q: 3 clusters Score -3852260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -3852279.250000 Penalty: 3464.579102
	Iteration 38Q: 3 clusters Score -3852279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -3852301.250000 Penalty: 3464.579102
	Iteration 39Q: 3 clusters Score -3852301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -3852319.250000 Penalty: 3464.579102
	Iteration 40F: 3 clusters Score -3852319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -3852319.750000 Penalty: 3464.579102
	Iteration 41Q: 3 clusters Score -3852320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -3852335.000000 Penalty: 3464.579102
	Iteration 42Q: 3 clusters Score -3852335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -3852335.250000 Penalty: 3464.579102
	Iteration 43Q: 3 clusters Score -3852335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -3852348.750000 Penalty: 3464.579102
	Iteration 44Q: 3 clusters Score -3852349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -3852357.250000 Penalty: 3464.579102
	Iteration 45Q: 3 clusters Score -3852357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -3852363.250000 Penalty: 3464.579102
	Iteration 46Q: 3 clusters Score -3852363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -3852370.000000 Penalty: 3464.579102
	Iteration 47Q: 3 clusters Score -3852370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -3852367.250000 Penalty: 3464.579102
	Iteration 48Q: 3 clusters Score -3852367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -3852366.250000 Penalty: 3464.579102
	Iteration 49Q: 3 clusters Score -3852366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -3852368.500000 Penalty: 3464.579102
	Iteration 50Q: 3 clusters Score -3852368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -3852368.500000 Penalty: 3464.579102
	Iteration 51F: 3 clusters Score -3852368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 166274 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 22979 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 42627 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -5.15465e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 167612 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 47799 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 22957 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 30301 members 
Mstep: Class 11 contains 2705 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 178131 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 5062 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1352 members 
Mstep: Class 21 contains 42740 members 
Mstep: Class 22 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 23 clusters Score -5.154902e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 168460 members 
Mstep: Class 3 contains 5597 members 
Mstep: Class 4 contains 47865 members 
Mstep: Class 5 contains 15053 members 
Mstep: Class 6 contains 7416 members 
Mstep: Class 7 contains 22904 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 5968 members 
Mstep: Class 10 contains 29493 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 177161 members 
Mstep: Class 14 contains 11016 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 14169 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 42391 members 
Mstep: Class 22 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -5.155122e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 169403 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 47929 members 
Mstep: Class 5 contains 14609 members 
Mstep: Class 6 contains 7418 members 
Mstep: Class 7 contains 22875 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 6549 members 
Mstep: Class 10 contains 28750 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 176270 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 14246 members 
Mstep: Class 17 contains 5485 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 1293 members 
Mstep: Class 21 contains 42153 members 
Mstep: Class 22 contains 2600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 23 clusters Score -5.155215e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 170365 members 
Mstep: Class 3 contains 5436 members 
Mstep: Class 4 contains 48025 members 
Mstep: Class 5 contains 14159 members 
Mstep: Class 6 contains 7432 members 
Mstep: Class 7 contains 22852 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 6982 members 
Mstep: Class 10 contains 28092 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 5451 members 
Mstep: Class 13 contains 175564 members 
Mstep: Class 14 contains 10949 members 
Mstep: Class 15 contains 3367 members 
Mstep: Class 16 contains 14278 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 1272 members 
Mstep: Class 21 contains 41963 members 
Mstep: Class 22 contains 2620 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -5.155304e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 171221 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 48116 members 
Mstep: Class 5 contains 13777 members 
Mstep: Class 6 contains 7445 members 
Mstep: Class 7 contains 22832 members 
Mstep: Class 8 contains 1409 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 27530 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 5452 members 
Mstep: Class 13 contains 174964 members 
Mstep: Class 14 contains 10933 members 
Mstep: Class 15 contains 3458 members 
Mstep: Class 16 contains 14274 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 798 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 41841 members 
Mstep: Class 22 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51553580.000000 Penalty: 47425.175781
Iteration 44Q: 23 clusters Score -5.155358e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 172012 members 
Mstep: Class 3 contains 5339 members 
Mstep: Class 4 contains 48190 members 
Mstep: Class 5 contains 13456 members 
Mstep: Class 6 contains 7465 members 
Mstep: Class 7 contains 22810 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 27017 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 5452 members 
Mstep: Class 13 contains 174419 members 
Mstep: Class 14 contains 10935 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 16 contains 14352 members 
Mstep: Class 17 contains 5793 members 
Mstep: Class 18 contains 794 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 21 contains 41761 members 
Mstep: Class 22 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51553848.000000 Penalty: 47425.175781
Iteration 45Q: 23 clusters Score -5.155385e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 172760 members 
Mstep: Class 3 contains 5312 members 
Mstep: Class 4 contains 48259 members 
Mstep: Class 5 contains 13177 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 22775 members 
Mstep: Class 8 contains 1653 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 26524 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 12 contains 5448 members 
Mstep: Class 13 contains 173940 members 
Mstep: Class 14 contains 10939 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 14407 members 
Mstep: Class 17 contains 5863 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 1230 members 
Mstep: Class 21 contains 41705 members 
Mstep: Class 22 contains 2626 members 
Entering Unmasked Estep 
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Score: -51554112.000000 Penalty: 47425.175781
Iteration 46Q: 23 clusters Score -5.155411e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 173479 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 48330 members 
Mstep: Class 5 contains 12909 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 22757 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 7781 members 
Mstep: Class 10 contains 26025 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 5451 members 
Mstep: Class 13 contains 173515 members 
Mstep: Class 14 contains 10936 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 41662 members 
Mstep: Class 22 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554340.000000 Penalty: 47425.175781
Iteration 47Q: 23 clusters Score -5.155434e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 174142 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 48400 members 
Mstep: Class 5 contains 12673 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 7900 members 
Mstep: Class 10 contains 25556 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 173151 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 14512 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 1203 members 
Mstep: Class 21 contains 41604 members 
Mstep: Class 22 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554492.000000 Penalty: 47425.175781
Iteration 48Q: 23 clusters Score -5.155449e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 174798 members 
Mstep: Class 3 contains 5259 members 
Mstep: Class 4 contains 48480 members 
Mstep: Class 5 contains 12417 members 
Mstep: Class 6 contains 7517 members 
Mstep: Class 7 contains 22731 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 25136 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 172852 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 14538 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 41562 members 
Mstep: Class 22 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554756.000000 Penalty: 47425.175781
Iteration 49Q: 23 clusters Score -5.155476e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 175408 members 
Mstep: Class 3 contains 5251 members 
Mstep: Class 4 contains 48541 members 
Mstep: Class 5 contains 12186 members 
Mstep: Class 6 contains 7540 members 
Mstep: Class 7 contains 22718 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 8043 members 
Mstep: Class 10 contains 24747 members 
Mstep: Class 11 contains 2675 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 172582 members 
Mstep: Class 14 contains 10928 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 14571 members 
Mstep: Class 17 contains 6068 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 41530 members 
Mstep: Class 22 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554804.000000 Penalty: 47425.175781
Iteration 50Q: 23 clusters Score -5.15548e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 175937 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 48607 members 
Mstep: Class 5 contains 11994 members 
Mstep: Class 6 contains 7563 members 
Mstep: Class 7 contains 22704 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 10 contains 24379 members 
Mstep: Class 11 contains 2671 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 172350 members 
Mstep: Class 14 contains 10906 members 
Mstep: Class 15 contains 3814 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 41512 members 
Mstep: Class 22 contains 2617 members 
Entering Unmasked Estep 
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Score: -51554952.000000 Penalty: 47425.175781
Iteration 51Q: 23 clusters Score -5.155495e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 176451 members 
Mstep: Class 3 contains 5246 members 
Mstep: Class 4 contains 48682 members 
Mstep: Class 5 contains 11828 members 
Mstep: Class 6 contains 7584 members 
Mstep: Class 7 contains 22689 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 24007 members 
Mstep: Class 11 contains 2671 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 172118 members 
Mstep: Class 14 contains 10898 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 14624 members 
Mstep: Class 17 contains 6141 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 41505 members 
Mstep: Class 22 contains 2618 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -5.155525e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 176936 members 
Mstep: Class 3 contains 5241 members 
Mstep: Class 4 contains 48756 members 
Mstep: Class 5 contains 11676 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 22678 members 
Mstep: Class 8 contains 3064 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 23644 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 171929 members 
Mstep: Class 14 contains 10900 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 14626 members 
Mstep: Class 17 contains 6162 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 41495 members 
Mstep: Class 22 contains 2621 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -5.155575e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 177381 members 
Mstep: Class 3 contains 5235 members 
Mstep: Class 4 contains 48824 members 
Mstep: Class 5 contains 11541 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 22673 members 
Mstep: Class 8 contains 3434 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 23301 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 171765 members 
Mstep: Class 14 contains 10897 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 14612 members 
Mstep: Class 17 contains 6189 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 41481 members 
Mstep: Class 22 contains 2622 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -5.155614e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 177816 members 
Mstep: Class 3 contains 5229 members 
Mstep: Class 4 contains 48875 members 
Mstep: Class 5 contains 11423 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 22655 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 8218 members 
Mstep: Class 10 contains 22944 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 171631 members 
Mstep: Class 14 contains 10894 members 
Mstep: Class 15 contains 3891 members 
Mstep: Class 16 contains 14593 members 
Mstep: Class 17 contains 6209 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41476 members 
Mstep: Class 22 contains 2629 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -5.155672e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 178189 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 48914 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 7651 members 
Mstep: Class 7 contains 22632 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 22593 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 171510 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 14599 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41475 members 
Mstep: Class 22 contains 2626 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -5.155733e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 178556 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 48926 members 
Mstep: Class 5 contains 11232 members 
Mstep: Class 6 contains 7664 members 
Mstep: Class 7 contains 22606 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 22241 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 171391 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 14601 members 
Mstep: Class 17 contains 6228 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 41469 members 
Mstep: Class 22 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558032.000000 Penalty: 47425.175781
Iteration 57Q: 23 clusters Score -5.155803e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 178851 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 48951 members 
Mstep: Class 5 contains 11158 members 
Mstep: Class 6 contains 7672 members 
Mstep: Class 7 contains 22581 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 21909 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 171275 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 14590 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 41469 members 
Mstep: Class 22 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558556.000000 Penalty: 47425.175781
Iteration 58Q: 23 clusters Score -5.155856e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 179096 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 48964 members 
Mstep: Class 5 contains 11108 members 
Mstep: Class 6 contains 7682 members 
Mstep: Class 7 contains 22558 members 
Mstep: Class 8 contains 5090 members 
Mstep: Class 9 contains 8269 members 
Mstep: Class 10 contains 21587 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 5408 members 
Mstep: Class 13 contains 171197 members 
Mstep: Class 14 contains 10893 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 14578 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 41469 members 
Mstep: Class 22 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558668.000000 Penalty: 47425.175781
Iteration 59Q: 23 clusters Score -5.155867e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 179329 members 
Mstep: Class 3 contains 5223 members 
Mstep: Class 4 contains 48982 members 
Mstep: Class 5 contains 11041 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 22539 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 8284 members 
Mstep: Class 10 contains 21313 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 5406 members 
Mstep: Class 13 contains 171116 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 16 contains 14598 members 
Mstep: Class 17 contains 6227 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 41471 members 
Mstep: Class 22 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558692.000000 Penalty: 47425.175781
Iteration 60F: 23 clusters Score -5.155869e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 179538 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 49006 members 
Mstep: Class 5 contains 10982 members 
Mstep: Class 6 contains 7691 members 
Mstep: Class 7 contains 22514 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 8295 members 
Mstep: Class 10 contains 21066 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 171038 members 
Mstep: Class 14 contains 10896 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 14619 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 41470 members 
Mstep: Class 22 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558780.000000 Penalty: 47425.175781
Iteration 61Q: 23 clusters Score -5.155878e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 179739 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 49041 members 
Mstep: Class 5 contains 10944 members 
Mstep: Class 6 contains 7694 members 
Mstep: Class 7 contains 22489 members 
Mstep: Class 8 contains 5304 members 
Mstep: Class 9 contains 8310 members 
Mstep: Class 10 contains 20834 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 170960 members 
Mstep: Class 14 contains 10906 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 14635 members 
Mstep: Class 17 contains 6209 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 41468 members 
Mstep: Class 22 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558796.000000 Penalty: 47425.175781
Iteration 62Q: 23 clusters Score -5.15588e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 179961 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 49053 members 
Mstep: Class 5 contains 10936 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 22465 members 
Mstep: Class 8 contains 5341 members 
Mstep: Class 9 contains 8317 members 
Mstep: Class 10 contains 20573 members 
Mstep: Class 11 contains 2295 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 170877 members 
Mstep: Class 14 contains 10917 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 14663 members 
Mstep: Class 17 contains 6203 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 41468 members 
Mstep: Class 22 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558824.000000 Penalty: 47425.175781
Iteration 63Q: 23 clusters Score -5.155882e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 180208 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 49055 members 
Mstep: Class 5 contains 10930 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 22448 members 
Mstep: Class 8 contains 5378 members 
Mstep: Class 9 contains 8317 members 
Mstep: Class 10 contains 20302 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5408 members 
Mstep: Class 13 contains 170815 members 
Mstep: Class 14 contains 10922 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 14695 members 
Mstep: Class 17 contains 6193 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 41465 members 
Mstep: Class 22 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558880.000000 Penalty: 47425.175781
Iteration 64Q: 23 clusters Score -5.155888e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 180485 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 49072 members 
Mstep: Class 5 contains 10911 members 
Mstep: Class 6 contains 7699 members 
Mstep: Class 7 contains 22428 members 
Mstep: Class 8 contains 5409 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 20020 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 170772 members 
Mstep: Class 14 contains 10921 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 6182 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 41466 members 
Mstep: Class 22 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559056.000000 Penalty: 47425.175781
Iteration 65Q: 23 clusters Score -5.155906e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 180760 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 49083 members 
Mstep: Class 5 contains 10917 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 22406 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 8336 members 
Mstep: Class 10 contains 19732 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 5402 members 
Mstep: Class 13 contains 170736 members 
Mstep: Class 14 contains 10922 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559140.000000 Penalty: 47425.175781
Iteration 66Q: 23 clusters Score -5.155914e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 181049 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 49096 members 
Mstep: Class 5 contains 10944 members 
Mstep: Class 6 contains 7699 members 
Mstep: Class 7 contains 22387 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 19403 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 170707 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 14734 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559240.000000 Penalty: 47425.175781
Iteration 67Q: 23 clusters Score -5.155924e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 181349 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 49108 members 
Mstep: Class 5 contains 10956 members 
Mstep: Class 6 contains 7699 members 
Mstep: Class 7 contains 22371 members 
Mstep: Class 8 contains 5468 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 19090 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 170679 members 
Mstep: Class 14 contains 10930 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 14748 members 
Mstep: Class 17 contains 6180 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559352.000000 Penalty: 47425.175781
Iteration 68Q: 23 clusters Score -5.155935e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 181639 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 49106 members 
Mstep: Class 5 contains 10998 members 
Mstep: Class 6 contains 7700 members 
Mstep: Class 7 contains 22359 members 
Mstep: Class 8 contains 5476 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 18761 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 170662 members 
Mstep: Class 14 contains 10928 members 
Mstep: Class 15 contains 3988 members 
Mstep: Class 16 contains 14763 members 
Mstep: Class 17 contains 6181 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 41464 members 
Mstep: Class 22 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559504.000000 Penalty: 47425.175781
Iteration 69Q: 23 clusters Score -5.15595e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 181908 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 49111 members 
Mstep: Class 5 contains 11056 members 
Mstep: Class 6 contains 7699 members 
Mstep: Class 7 contains 22353 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 18431 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 170647 members 
Mstep: Class 14 contains 10928 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 14777 members 
Mstep: Class 17 contains 6172 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559692.000000 Penalty: 47425.175781
Iteration 70Q: 23 clusters Score -5.155969e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 182172 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 49113 members 
Mstep: Class 5 contains 11133 members 
Mstep: Class 6 contains 7702 members 
Mstep: Class 7 contains 22344 members 
Mstep: Class 8 contains 5487 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 170614 members 
Mstep: Class 14 contains 10932 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 14788 members 
Mstep: Class 17 contains 6171 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559852.000000 Penalty: 47425.175781
Iteration 71Q: 23 clusters Score -5.155985e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 182454 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 11231 members 
Mstep: Class 6 contains 7707 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 8344 members 
Mstep: Class 10 contains 17727 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 170588 members 
Mstep: Class 14 contains 10936 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 14794 members 
Mstep: Class 17 contains 6167 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 41464 members 
Mstep: Class 22 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560000.000000 Penalty: 47425.175781
Iteration 72Q: 23 clusters Score -5.156e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 182737 members 
Mstep: Class 3 contains 5221 members 
Mstep: Class 4 contains 49118 members 
Mstep: Class 5 contains 11351 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 22309 members 
Mstep: Class 8 contains 5501 members 
Mstep: Class 9 contains 8350 members 
Mstep: Class 10 contains 17321 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 170568 members 
Mstep: Class 14 contains 10932 members 
Mstep: Class 15 contains 4010 members 
Mstep: Class 16 contains 14803 members 
Mstep: Class 17 contains 6161 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 41464 members 
Mstep: Class 22 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560368.000000 Penalty: 47425.175781
Iteration 73Q: 23 clusters Score -5.156037e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 182989 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 49118 members 
Mstep: Class 5 contains 11517 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 22296 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 8357 members 
Mstep: Class 10 contains 16900 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 170553 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 14810 members 
Mstep: Class 17 contains 6157 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 41465 members 
Mstep: Class 22 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560644.000000 Penalty: 47425.175781
Iteration 74Q: 23 clusters Score -5.156064e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 183216 members 
Mstep: Class 3 contains 5217 members 
Mstep: Class 4 contains 49118 members 
Mstep: Class 5 contains 11740 members 
Mstep: Class 6 contains 7724 members 
Mstep: Class 7 contains 22281 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 16469 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 170535 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 4028 members 
Mstep: Class 16 contains 14816 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41465 members 
Mstep: Class 22 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560992.000000 Penalty: 47425.175781
Iteration 75Q: 23 clusters Score -5.156099e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 183435 members 
Mstep: Class 3 contains 5216 members 
Mstep: Class 4 contains 49117 members 
Mstep: Class 5 contains 11955 members 
Mstep: Class 6 contains 7724 members 
Mstep: Class 7 contains 22264 members 
Mstep: Class 8 contains 5516 members 
Mstep: Class 9 contains 8363 members 
Mstep: Class 10 contains 16050 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 170532 members 
Mstep: Class 14 contains 10925 members 
Mstep: Class 15 contains 4029 members 
Mstep: Class 16 contains 14822 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561216.000000 Penalty: 47425.175781
Iteration 76Q: 23 clusters Score -5.156122e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 183649 members 
Mstep: Class 3 contains 5216 members 
Mstep: Class 4 contains 49122 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 7731 members 
Mstep: Class 7 contains 22247 members 
Mstep: Class 8 contains 5522 members 
Mstep: Class 9 contains 8365 members 
Mstep: Class 10 contains 15627 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 170532 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 4034 members 
Mstep: Class 16 contains 14824 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41462 members 
Mstep: Class 22 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561448.000000 Penalty: 47425.175781
Iteration 77Q: 23 clusters Score -5.156145e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 183829 members 
Mstep: Class 3 contains 5216 members 
Mstep: Class 4 contains 49125 members 
Mstep: Class 5 contains 12367 members 
Mstep: Class 6 contains 7732 members 
Mstep: Class 7 contains 22230 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 8368 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 170531 members 
Mstep: Class 14 contains 10921 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 14834 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561652.000000 Penalty: 47425.175781
Iteration 78Q: 23 clusters Score -5.156165e+07 nChanged 877
Entering ConstructFrom: 
Score: -51561652.000000 Penalty: 47425.175781
Entering ConstructFrom: 
Trying to split cluster 1 (5476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Entering Unmasked Estep 
Score: -480138.156250 Penalty: 1398.821167
	Iteration 0F: 2 clusters Score -480138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -475922.750000 Penalty: 2797.642334
	Iteration 0F: 3 clusters Score -475922.8 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -477111.906250 Penalty: 2797.642334
	Iteration 1F: 3 clusters Score -477111.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -477300.125000 Penalty: 2797.642334
	Iteration 2F: 3 clusters Score -477300.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -477448.750000 Penalty: 2797.642334
	Iteration 3F: 3 clusters Score -477448.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -477615.687500 Penalty: 2797.642334
	Iteration 4Q: 3 clusters Score -477615.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -477830.937500 Penalty: 2797.642334
	Iteration 5Q: 3 clusters Score -477830.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -478024.656250 Penalty: 2797.642334
	Iteration 6Q: 3 clusters Score -478024.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -478179.062500 Penalty: 2797.642334
	Iteration 7Q: 3 clusters Score -478179.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -478311.375000 Penalty: 2797.642334
	Iteration 8Q: 3 clusters Score -478311.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -478401.156250 Penalty: 2797.642334
	Iteration 9Q: 3 clusters Score -478401.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -478467.812500 Penalty: 2797.642334
	Iteration 10Q: 3 clusters Score -478467.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -478532.500000 Penalty: 2797.642334
	Iteration 11Q: 3 clusters Score -478532.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -478595.750000 Penalty: 2797.642334
	Iteration 12Q: 3 clusters Score -478595.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -478666.718750 Penalty: 2797.642334
	Iteration 13Q: 3 clusters Score -478666.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -478722.000000 Penalty: 2797.642334
	Iteration 14Q: 3 clusters Score -478722 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -478755.750000 Penalty: 2797.642334
	Iteration 15Q: 3 clusters Score -478755.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -478780.812500 Penalty: 2797.642334
	Iteration 16Q: 3 clusters Score -478780.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -478796.218750 Penalty: 2797.642334
	Iteration 17Q: 3 clusters Score -478796.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -478811.625000 Penalty: 2797.642334
	Iteration 18Q: 3 clusters Score -478811.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -478822.968750 Penalty: 2797.642334
	Iteration 19Q: 3 clusters Score -478823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -478836.406250 Penalty: 2797.642334
	Iteration 20F: 3 clusters Score -478836.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -478855.093750 Penalty: 2797.642334
	Iteration 21Q: 3 clusters Score -478855.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -478876.375000 Penalty: 2797.642334
	Iteration 22Q: 3 clusters Score -478876.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -478905.468750 Penalty: 2797.642334
	Iteration 23Q: 3 clusters Score -478905.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -478935.531250 Penalty: 2797.642334
	Iteration 24Q: 3 clusters Score -478935.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -478957.437500 Penalty: 2797.642334
	Iteration 25Q: 3 clusters Score -478957.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -478973.062500 Penalty: 2797.642334
	Iteration 26Q: 3 clusters Score -478973.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -478991.250000 Penalty: 2797.642334
	Iteration 27Q: 3 clusters Score -478991.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -479005.937500 Penalty: 2797.642334
	Iteration 28Q: 3 clusters Score -479005.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -479019.781250 Penalty: 2797.642334
	Iteration 29Q: 3 clusters Score -479019.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -479036.218750 Penalty: 2797.642334
	Iteration 30Q: 3 clusters Score -479036.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -479056.500000 Penalty: 2797.642334
	Iteration 31Q: 3 clusters Score -479056.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -479081.125000 Penalty: 2797.642334
	Iteration 32Q: 3 clusters Score -479081.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -479103.812500 Penalty: 2797.642334
	Iteration 33Q: 3 clusters Score -479103.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -479122.906250 Penalty: 2797.642334
	Iteration 34Q: 3 clusters Score -479122.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -479144.375000 Penalty: 2797.642334
	Iteration 35Q: 3 clusters Score -479144.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -479171.375000 Penalty: 2797.642334
	Iteration 36Q: 3 clusters Score -479171.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -479208.500000 Penalty: 2797.642334
	Iteration 37Q: 3 clusters Score -479208.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -479254.562500 Penalty: 2797.642334
	Iteration 38Q: 3 clusters Score -479254.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -479309.750000 Penalty: 2797.642334
	Iteration 39Q: 3 clusters Score -479309.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -479354.562500 Penalty: 2797.642334
	Iteration 40F: 3 clusters Score -479354.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -479402.750000 Penalty: 2797.642334
	Iteration 41Q: 3 clusters Score -479402.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -479451.343750 Penalty: 2797.642334
	Iteration 42Q: 3 clusters Score -479451.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -479500.406250 Penalty: 2797.642334
	Iteration 43Q: 3 clusters Score -479500.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -479554.187500 Penalty: 2797.642334
	Iteration 44Q: 3 clusters Score -479554.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -479602.750000 Penalty: 2797.642334
	Iteration 45Q: 3 clusters Score -479602.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479651.218750 Penalty: 2797.642334
	Iteration 46Q: 3 clusters Score -479651.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -479689.000000 Penalty: 2797.642334
	Iteration 47Q: 3 clusters Score -479689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -479725.812500 Penalty: 2797.642334
	Iteration 48Q: 3 clusters Score -479725.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -479766.812500 Penalty: 2797.642334
	Iteration 49Q: 3 clusters Score -479766.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -479800.468750 Penalty: 2797.642334
	Iteration 50Q: 3 clusters Score -479800.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -479831.906250 Penalty: 2797.642334
	Iteration 51Q: 3 clusters Score -479831.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -479864.968750 Penalty: 2797.642334
	Iteration 52Q: 3 clusters Score -479865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -479910.562500 Penalty: 2797.642334
	Iteration 53Q: 3 clusters Score -479910.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -479961.156250 Penalty: 2797.642334
	Iteration 54Q: 3 clusters Score -479961.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -480023.062500 Penalty: 2797.642334
	Iteration 55Q: 3 clusters Score -480023.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -480077.593750 Penalty: 2797.642334
	Iteration 56Q: 3 clusters Score -480077.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -480120.281250 Penalty: 2797.642334
	Iteration 57Q: 3 clusters Score -480120.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -480153.750000 Penalty: 2797.642334
	Iteration 58Q: 3 clusters Score -480153.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -480187.312500 Penalty: 2797.642334
	Iteration 59Q: 3 clusters Score -480187.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -480215.375000 Penalty: 2797.642334
	Iteration 60F: 3 clusters Score -480215.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -480232.281250 Penalty: 2797.642334
	Iteration 61Q: 3 clusters Score -480232.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -480238.968750 Penalty: 2797.642334
	Iteration 62Q: 3 clusters Score -480239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -480245.187500 Penalty: 2797.642334
	Iteration 63Q: 3 clusters Score -480245.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -480252.968750 Penalty: 2797.642334
	Iteration 64Q: 3 clusters Score -480253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -480259.312500 Penalty: 2797.642334
	Iteration 65Q: 3 clusters Score -480259.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -480264.062500 Penalty: 2797.642334
	Iteration 66Q: 3 clusters Score -480264.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -480267.093750 Penalty: 2797.642334
	Iteration 67Q: 3 clusters Score -480267.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -480270.343750 Penalty: 2797.642334
	Iteration 68Q: 3 clusters Score -480270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -480273.500000 Penalty: 2797.642334
	Iteration 69Q: 3 clusters Score -480273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -480274.031250 Penalty: 2797.642334
	Iteration 70Q: 3 clusters Score -480274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -480274.750000 Penalty: 2797.642334
	Iteration 71Q: 3 clusters Score -480274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -480274.500000 Penalty: 2797.642334
	Iteration 72Q: 3 clusters Score -480274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -480274.500000 Penalty: 2797.642334
	Iteration 73F: 3 clusters Score -480274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 184042 members 
Mstep: Class 3 contains 5215 members 
Mstep: Class 4 contains 49127 members 
Mstep: Class 5 contains 12506 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 170521 members 
Mstep: Class 14 contains 10929 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 14839 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41462 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 1166 members 
Entering Unmasked Estep 
Score: -51561088.000000 Penalty: 49580.863281
Splitting cluster 1 changes total score from -51561652.000000 to -51561088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (184042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Entering Unmasked Estep 
Score: -17263754.000000 Penalty: 1969.974365
	Iteration 0F: 2 clusters Score -1.726375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -17140558.000000 Penalty: 3939.948730
	Iteration 0F: 3 clusters Score -1.714056e+07 nChanged 88758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -17194308.000000 Penalty: 3939.948730
	Iteration 1F: 3 clusters Score -1.719431e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -17197014.000000 Penalty: 3939.948730
	Iteration 2Q: 3 clusters Score -1.719701e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 114458 members 
Entering Unmasked Estep 
Score: -17201746.000000 Penalty: 3939.948730
	Iteration 3F: 3 clusters Score -1.720175e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 126073 members 
Entering Unmasked Estep 
Score: -17210434.000000 Penalty: 3939.948730
	Iteration 4F: 3 clusters Score -1.721043e+07 nChanged 15279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -17223274.000000 Penalty: 3939.948730
	Iteration 5F: 3 clusters Score -1.722327e+07 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 155258 members 
Entering Unmasked Estep 
Score: -17237590.000000 Penalty: 3939.948730
	Iteration 6F: 3 clusters Score -1.723759e+07 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 166468 members 
Entering Unmasked Estep 
Score: -17248390.000000 Penalty: 3939.948730
	Iteration 7F: 3 clusters Score -1.724839e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 173518 members 
Entering Unmasked Estep 
Score: -17254932.000000 Penalty: 3939.948730
	Iteration 8Q: 3 clusters Score -1.725493e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 177460 members 
Entering Unmasked Estep 
Score: -17258252.000000 Penalty: 3939.948730
	Iteration 9Q: 3 clusters Score -1.725825e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 179789 members 
Entering Unmasked Estep 
Score: -17259968.000000 Penalty: 3939.948730
	Iteration 10Q: 3 clusters Score -1.725997e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 181183 members 
Entering Unmasked Estep 
Score: -17260888.000000 Penalty: 3939.948730
	Iteration 11Q: 3 clusters Score -1.726089e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 181989 members 
Entering Unmasked Estep 
Score: -17261406.000000 Penalty: 3939.948730
	Iteration 12Q: 3 clusters Score -1.726141e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 182464 members 
Entering Unmasked Estep 
Score: -17261694.000000 Penalty: 3939.948730
	Iteration 13Q: 3 clusters Score -1.726169e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 182752 members 
Entering Unmasked Estep 
Score: -17261876.000000 Penalty: 3939.948730
	Iteration 14Q: 3 clusters Score -1.726188e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 182933 members 
Entering Unmasked Estep 
Score: -17262006.000000 Penalty: 3939.948730
	Iteration 15Q: 3 clusters Score -1.726201e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 183048 members 
Entering Unmasked Estep 
Score: -17262158.000000 Penalty: 3939.948730
	Iteration 16Q: 3 clusters Score -1.726216e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 183125 members 
Entering Unmasked Estep 
Score: -17262364.000000 Penalty: 3939.948730
	Iteration 17Q: 3 clusters Score -1.726236e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 183161 members 
Entering Unmasked Estep 
Score: -17262576.000000 Penalty: 3939.948730
	Iteration 18Q: 3 clusters Score -1.726258e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 183142 members 
Entering Unmasked Estep 
Score: -17262648.000000 Penalty: 3939.948730
	Iteration 19Q: 3 clusters Score -1.726265e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 183108 members 
Entering Unmasked Estep 
Score: -17262670.000000 Penalty: 3939.948730
	Iteration 20F: 3 clusters Score -1.726267e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -17262682.000000 Penalty: 3939.948730
	Iteration 21Q: 3 clusters Score -1.726268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 183048 members 
Entering Unmasked Estep 
Score: -17262716.000000 Penalty: 3939.948730
	Iteration 22Q: 3 clusters Score -1.726272e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 183030 members 
Entering Unmasked Estep 
Score: -17262732.000000 Penalty: 3939.948730
	Iteration 23Q: 3 clusters Score -1.726273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 183009 members 
Entering Unmasked Estep 
Score: -17262764.000000 Penalty: 3939.948730
	Iteration 24Q: 3 clusters Score -1.726276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 182998 members 
Entering Unmasked Estep 
Score: -17262760.000000 Penalty: 3939.948730
	Iteration 25Q: 3 clusters Score -1.726276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 182980 members 
Entering Unmasked Estep 
Score: -17262784.000000 Penalty: 3939.948730
	Iteration 26Q: 3 clusters Score -1.726278e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 182952 members 
Entering Unmasked Estep 
Score: -17262802.000000 Penalty: 3939.948730
	Iteration 27Q: 3 clusters Score -1.72628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 182926 members 
Entering Unmasked Estep 
Score: -17262834.000000 Penalty: 3939.948730
	Iteration 28Q: 3 clusters Score -1.726283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 182912 members 
Entering Unmasked Estep 
Score: -17262846.000000 Penalty: 3939.948730
	Iteration 29Q: 3 clusters Score -1.726285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 182898 members 
Entering Unmasked Estep 
Score: -17262856.000000 Penalty: 3939.948730
	Iteration 30Q: 3 clusters Score -1.726286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 182888 members 
Entering Unmasked Estep 
Score: -17262856.000000 Penalty: 3939.948730
	Iteration 31Q: 3 clusters Score -1.726286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 182885 members 
Entering Unmasked Estep 
Score: -17262864.000000 Penalty: 3939.948730
	Iteration 32Q: 3 clusters Score -1.726286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 182885 members 
Entering Unmasked Estep 
Score: -17262868.000000 Penalty: 3939.948730
	Iteration 33Q: 3 clusters Score -1.726287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 182883 members 
Entering Unmasked Estep 
Score: -17262866.000000 Penalty: 3939.948730
	Iteration 34Q: 3 clusters Score -1.726287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 182878 members 
Entering Unmasked Estep 
Score: -17262862.000000 Penalty: 3939.948730
	Iteration 35Q: 3 clusters Score -1.726286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 182875 members 
Entering Unmasked Estep 
Score: -17262872.000000 Penalty: 3939.948730
	Iteration 36Q: 3 clusters Score -1.726287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 182871 members 
Entering Unmasked Estep 
Score: -17262862.000000 Penalty: 3939.948730
	Iteration 37Q: 3 clusters Score -1.726286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 182868 members 
Entering Unmasked Estep 
Score: -17262872.000000 Penalty: 3939.948730
	Iteration 38Q: 3 clusters Score -1.726287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 182865 members 
Entering Unmasked Estep 
Score: -17262860.000000 Penalty: 3939.948730
	Iteration 39Q: 3 clusters Score -1.726286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 182863 members 
Entering Unmasked Estep 
Score: -17262862.000000 Penalty: 3939.948730
	Iteration 40F: 3 clusters Score -1.726286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 182861 members 
Entering Unmasked Estep 
Score: -17262862.000000 Penalty: 3939.948730
	Iteration 41Q: 3 clusters Score -1.726286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 182860 members 
Entering Unmasked Estep 
Score: -17262856.000000 Penalty: 3939.948730
	Iteration 42Q: 3 clusters Score -1.726286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 182859 members 
Entering Unmasked Estep 
Score: -17262864.000000 Penalty: 3939.948730
	Iteration 43Q: 3 clusters Score -1.726286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 182857 members 
Entering Unmasked Estep 
Score: -17262864.000000 Penalty: 3939.948730
	Iteration 44Q: 3 clusters Score -1.726286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 182856 members 
Entering Unmasked Estep 
Score: -17262862.000000 Penalty: 3939.948730
	Iteration 45Q: 3 clusters Score -1.726286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 182854 members 
Entering Unmasked Estep 
Score: -17262862.000000 Penalty: 3939.948730
	Iteration 46Q: 3 clusters Score -1.726286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 182852 members 
Entering Unmasked Estep 
Score: -17262864.000000 Penalty: 3939.948730
	Iteration 47Q: 3 clusters Score -1.726286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -17262858.000000 Penalty: 3939.948730
	Iteration 48Q: 3 clusters Score -1.726286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 182847 members 
Entering Unmasked Estep 
Score: -17262856.000000 Penalty: 3939.948730
	Iteration 49Q: 3 clusters Score -1.726286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 182846 members 
Entering Unmasked Estep 
Score: -17262864.000000 Penalty: 3939.948730
	Iteration 50Q: 3 clusters Score -1.726286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 182846 members 
Entering Unmasked Estep 
Score: -17262864.000000 Penalty: 3939.948730
	Iteration 51F: 3 clusters Score -1.726286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Entering Unmasked Estep 
Score: -463999.593750 Penalty: 1390.885376
	Iteration 0F: 2 clusters Score -463999.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -459861.343750 Penalty: 2781.770752
	Iteration 0F: 3 clusters Score -459861.3 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -461032.125000 Penalty: 2781.770752
	Iteration 1F: 3 clusters Score -461032.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -461200.843750 Penalty: 2781.770752
	Iteration 2F: 3 clusters Score -461200.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -461317.531250 Penalty: 2781.770752
	Iteration 3F: 3 clusters Score -461317.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -461385.000000 Penalty: 2781.770752
	Iteration 4Q: 3 clusters Score -461385 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -461438.500000 Penalty: 2781.770752
	Iteration 5Q: 3 clusters Score -461438.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -461480.531250 Penalty: 2781.770752
	Iteration 6Q: 3 clusters Score -461480.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -461519.750000 Penalty: 2781.770752
	Iteration 7Q: 3 clusters Score -461519.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -461560.000000 Penalty: 2781.770752
	Iteration 8Q: 3 clusters Score -461560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -461598.656250 Penalty: 2781.770752
	Iteration 9Q: 3 clusters Score -461598.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -461635.437500 Penalty: 2781.770752
	Iteration 10Q: 3 clusters Score -461635.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -461687.187500 Penalty: 2781.770752
	Iteration 11Q: 3 clusters Score -461687.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -461753.187500 Penalty: 2781.770752
	Iteration 12Q: 3 clusters Score -461753.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -461834.500000 Penalty: 2781.770752
	Iteration 13Q: 3 clusters Score -461834.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -461932.937500 Penalty: 2781.770752
	Iteration 14Q: 3 clusters Score -461932.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -462055.437500 Penalty: 2781.770752
	Iteration 15Q: 3 clusters Score -462055.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -462170.062500 Penalty: 2781.770752
	Iteration 16Q: 3 clusters Score -462170.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -462256.437500 Penalty: 2781.770752
	Iteration 17Q: 3 clusters Score -462256.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -462327.218750 Penalty: 2781.770752
	Iteration 18Q: 3 clusters Score -462327.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -462390.687500 Penalty: 2781.770752
	Iteration 19Q: 3 clusters Score -462390.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -462449.500000 Penalty: 2781.770752
	Iteration 20F: 3 clusters Score -462449.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -462495.625000 Penalty: 2781.770752
	Iteration 21Q: 3 clusters Score -462495.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -462537.875000 Penalty: 2781.770752
	Iteration 22Q: 3 clusters Score -462537.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -462564.187500 Penalty: 2781.770752
	Iteration 23Q: 3 clusters Score -462564.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -462587.656250 Penalty: 2781.770752
	Iteration 24Q: 3 clusters Score -462587.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -462608.093750 Penalty: 2781.770752
	Iteration 25Q: 3 clusters Score -462608.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -462631.125000 Penalty: 2781.770752
	Iteration 26Q: 3 clusters Score -462631.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -462666.593750 Penalty: 2781.770752
	Iteration 27Q: 3 clusters Score -462666.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -462688.406250 Penalty: 2781.770752
	Iteration 28Q: 3 clusters Score -462688.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -462705.750000 Penalty: 2781.770752
	Iteration 29Q: 3 clusters Score -462705.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -462720.125000 Penalty: 2781.770752
	Iteration 30Q: 3 clusters Score -462720.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -462731.281250 Penalty: 2781.770752
	Iteration 31Q: 3 clusters Score -462731.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -462746.718750 Penalty: 2781.770752
	Iteration 32Q: 3 clusters Score -462746.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -462758.750000 Penalty: 2781.770752
	Iteration 33Q: 3 clusters Score -462758.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -462769.343750 Penalty: 2781.770752
	Iteration 34Q: 3 clusters Score -462769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -462777.750000 Penalty: 2781.770752
	Iteration 35Q: 3 clusters Score -462777.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -462783.750000 Penalty: 2781.770752
	Iteration 36Q: 3 clusters Score -462783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -462788.500000 Penalty: 2781.770752
	Iteration 37Q: 3 clusters Score -462788.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -462795.187500 Penalty: 2781.770752
	Iteration 38Q: 3 clusters Score -462795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -462798.343750 Penalty: 2781.770752
	Iteration 39Q: 3 clusters Score -462798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -462798.781250 Penalty: 2781.770752
	Iteration 40F: 3 clusters Score -462798.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Entering Unmasked Estep 
Score: -4561890.500000 Penalty: 1755.351685
	Iteration 0F: 2 clusters Score -4561890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4529014.000000 Penalty: 3510.703369
	Iteration 0F: 3 clusters Score -4529014 nChanged 23169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4541754.500000 Penalty: 3510.703369
	Iteration 1F: 3 clusters Score -4541754 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4542155.000000 Penalty: 3510.703369
	Iteration 2Q: 3 clusters Score -4542155 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4542564.500000 Penalty: 3510.703369
	Iteration 3Q: 3 clusters Score -4542564 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -4543011.000000 Penalty: 3510.703369
	Iteration 4Q: 3 clusters Score -4543011 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4543542.000000 Penalty: 3510.703369
	Iteration 5Q: 3 clusters Score -4543542 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4544237.000000 Penalty: 3510.703369
	Iteration 6Q: 3 clusters Score -4544237 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4545221.000000 Penalty: 3510.703369
	Iteration 7Q: 3 clusters Score -4545221 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4546671.000000 Penalty: 3510.703369
	Iteration 8F: 3 clusters Score -4546671 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4548847.000000 Penalty: 3510.703369
	Iteration 9F: 3 clusters Score -4548847 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4551877.500000 Penalty: 3510.703369
	Iteration 10F: 3 clusters Score -4551878 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4555062.500000 Penalty: 3510.703369
	Iteration 11F: 3 clusters Score -4555062 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4557530.500000 Penalty: 3510.703369
	Iteration 12F: 3 clusters Score -4557530 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4559160.500000 Penalty: 3510.703369
	Iteration 13Q: 3 clusters Score -4559160 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4560004.500000 Penalty: 3510.703369
	Iteration 14Q: 3 clusters Score -4560004 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4560424.500000 Penalty: 3510.703369
	Iteration 15Q: 3 clusters Score -4560424 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4560620.000000 Penalty: 3510.703369
	Iteration 16Q: 3 clusters Score -4560620 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4560726.000000 Penalty: 3510.703369
	Iteration 17Q: 3 clusters Score -4560726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4560783.000000 Penalty: 3510.703369
	Iteration 18Q: 3 clusters Score -4560783 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4560806.500000 Penalty: 3510.703369
	Iteration 19Q: 3 clusters Score -4560806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4560838.500000 Penalty: 3510.703369
	Iteration 20F: 3 clusters Score -4560838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4560855.500000 Penalty: 3510.703369
	Iteration 21Q: 3 clusters Score -4560856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4560874.500000 Penalty: 3510.703369
	Iteration 22Q: 3 clusters Score -4560874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4560867.500000 Penalty: 3510.703369
	Iteration 23Q: 3 clusters Score -4560868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4560871.000000 Penalty: 3510.703369
	Iteration 24Q: 3 clusters Score -4560871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4560876.500000 Penalty: 3510.703369
	Iteration 25Q: 3 clusters Score -4560876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4560873.500000 Penalty: 3510.703369
	Iteration 26Q: 3 clusters Score -4560874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4560878.000000 Penalty: 3510.703369
	Iteration 27Q: 3 clusters Score -4560878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4560877.500000 Penalty: 3510.703369
	Iteration 28Q: 3 clusters Score -4560878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4560875.500000 Penalty: 3510.703369
	Iteration 29Q: 3 clusters Score -4560876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4560891.000000 Penalty: 3510.703369
	Iteration 30Q: 3 clusters Score -4560891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4560888.000000 Penalty: 3510.703369
	Iteration 31Q: 3 clusters Score -4560888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4560888.500000 Penalty: 3510.703369
	Iteration 32Q: 3 clusters Score -4560888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4560896.500000 Penalty: 3510.703369
	Iteration 33Q: 3 clusters Score -4560896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4560899.000000 Penalty: 3510.703369
	Iteration 34Q: 3 clusters Score -4560899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4560899.000000 Penalty: 3510.703369
	Iteration 35Q: 3 clusters Score -4560899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4560901.500000 Penalty: 3510.703369
	Iteration 36Q: 3 clusters Score -4560902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4560902.000000 Penalty: 3510.703369
	Iteration 37Q: 3 clusters Score -4560902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4560899.500000 Penalty: 3510.703369
	Iteration 38Q: 3 clusters Score -4560900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4560898.000000 Penalty: 3510.703369
	Iteration 39Q: 3 clusters Score -4560898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4560894.500000 Penalty: 3510.703369
	Iteration 40F: 3 clusters Score -4560894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4560898.500000 Penalty: 3510.703369
	Iteration 41Q: 3 clusters Score -4560898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4560898.000000 Penalty: 3510.703369
	Iteration 42Q: 3 clusters Score -4560898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4560901.500000 Penalty: 3510.703369
	Iteration 43Q: 3 clusters Score -4560902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4560901.500000 Penalty: 3510.703369
	Iteration 44F: 3 clusters Score -4560902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Entering Unmasked Estep 
Score: -1193779.375000 Penalty: 1533.019165
	Iteration 0F: 2 clusters Score -1193779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1185027.250000 Penalty: 3066.038330
	Iteration 0F: 3 clusters Score -1185027 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1188011.750000 Penalty: 3066.038330
	Iteration 1F: 3 clusters Score -1188012 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1188429.625000 Penalty: 3066.038330
	Iteration 2F: 3 clusters Score -1188430 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1188877.125000 Penalty: 3066.038330
	Iteration 3F: 3 clusters Score -1188877 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1189393.375000 Penalty: 3066.038330
	Iteration 4F: 3 clusters Score -1189393 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1189990.375000 Penalty: 3066.038330
	Iteration 5F: 3 clusters Score -1189990 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1190587.000000 Penalty: 3066.038330
	Iteration 6F: 3 clusters Score -1190587 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1191058.250000 Penalty: 3066.038330
	Iteration 7F: 3 clusters Score -1191058 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1191416.750000 Penalty: 3066.038330
	Iteration 8Q: 3 clusters Score -1191417 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1191632.250000 Penalty: 3066.038330
	Iteration 9Q: 3 clusters Score -1191632 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1191744.250000 Penalty: 3066.038330
	Iteration 10Q: 3 clusters Score -1191744 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1191816.625000 Penalty: 3066.038330
	Iteration 11Q: 3 clusters Score -1191817 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1191878.000000 Penalty: 3066.038330
	Iteration 12Q: 3 clusters Score -1191878 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1191934.125000 Penalty: 3066.038330
	Iteration 13Q: 3 clusters Score -1191934 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1191996.375000 Penalty: 3066.038330
	Iteration 14Q: 3 clusters Score -1191996 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1192065.000000 Penalty: 3066.038330
	Iteration 15Q: 3 clusters Score -1192065 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1192132.000000 Penalty: 3066.038330
	Iteration 16Q: 3 clusters Score -1192132 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1192199.250000 Penalty: 3066.038330
	Iteration 17Q: 3 clusters Score -1192199 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1192256.500000 Penalty: 3066.038330
	Iteration 18Q: 3 clusters Score -1192256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1192317.875000 Penalty: 3066.038330
	Iteration 19Q: 3 clusters Score -1192318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1192377.125000 Penalty: 3066.038330
	Iteration 20F: 3 clusters Score -1192377 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1192415.875000 Penalty: 3066.038330
	Iteration 21Q: 3 clusters Score -1192416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1192450.375000 Penalty: 3066.038330
	Iteration 22Q: 3 clusters Score -1192450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1192482.750000 Penalty: 3066.038330
	Iteration 23Q: 3 clusters Score -1192483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1192512.750000 Penalty: 3066.038330
	Iteration 24Q: 3 clusters Score -1192513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1192550.250000 Penalty: 3066.038330
	Iteration 25Q: 3 clusters Score -1192550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1192569.875000 Penalty: 3066.038330
	Iteration 26Q: 3 clusters Score -1192570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1192586.625000 Penalty: 3066.038330
	Iteration 27Q: 3 clusters Score -1192587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1192603.000000 Penalty: 3066.038330
	Iteration 28Q: 3 clusters Score -1192603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1192621.750000 Penalty: 3066.038330
	Iteration 29Q: 3 clusters Score -1192622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1192643.375000 Penalty: 3066.038330
	Iteration 30Q: 3 clusters Score -1192643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1192658.750000 Penalty: 3066.038330
	Iteration 31Q: 3 clusters Score -1192659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1192675.375000 Penalty: 3066.038330
	Iteration 32Q: 3 clusters Score -1192675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1192686.625000 Penalty: 3066.038330
	Iteration 33Q: 3 clusters Score -1192687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1192703.750000 Penalty: 3066.038330
	Iteration 34Q: 3 clusters Score -1192704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1192716.250000 Penalty: 3066.038330
	Iteration 35Q: 3 clusters Score -1192716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1192720.000000 Penalty: 3066.038330
	Iteration 36Q: 3 clusters Score -1192720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1192728.500000 Penalty: 3066.038330
	Iteration 37Q: 3 clusters Score -1192728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1192733.125000 Penalty: 3066.038330
	Iteration 38Q: 3 clusters Score -1192733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1192736.125000 Penalty: 3066.038330
	Iteration 39Q: 3 clusters Score -1192736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1192738.000000 Penalty: 3066.038330
	Iteration 40F: 3 clusters Score -1192738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1192738.875000 Penalty: 3066.038330
	Iteration 41Q: 3 clusters Score -1192739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1192737.875000 Penalty: 3066.038330
	Iteration 42Q: 3 clusters Score -1192738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1192740.875000 Penalty: 3066.038330
	Iteration 43Q: 3 clusters Score -1192741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1192741.375000 Penalty: 3066.038330
	Iteration 44Q: 3 clusters Score -1192741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1192740.500000 Penalty: 3066.038330
	Iteration 45Q: 3 clusters Score -1192740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1192744.375000 Penalty: 3066.038330
	Iteration 46Q: 3 clusters Score -1192744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1192744.875000 Penalty: 3066.038330
	Iteration 47Q: 3 clusters Score -1192745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1192745.000000 Penalty: 3066.038330
	Iteration 48Q: 3 clusters Score -1192745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1192746.375000 Penalty: 3066.038330
	Iteration 49Q: 3 clusters Score -1192746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1192744.500000 Penalty: 3066.038330
	Iteration 50Q: 3 clusters Score -1192744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1192746.375000 Penalty: 3066.038330
	Iteration 51Q: 3 clusters Score -1192746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1192745.000000 Penalty: 3066.038330
	Iteration 52Q: 3 clusters Score -1192745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1192748.375000 Penalty: 3066.038330
	Iteration 53Q: 3 clusters Score -1192748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1192750.625000 Penalty: 3066.038330
	Iteration 54Q: 3 clusters Score -1192751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1192751.750000 Penalty: 3066.038330
	Iteration 55Q: 3 clusters Score -1192752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1192753.750000 Penalty: 3066.038330
	Iteration 56Q: 3 clusters Score -1192754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1192755.875000 Penalty: 3066.038330
	Iteration 57Q: 3 clusters Score -1192756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1192761.875000 Penalty: 3066.038330
	Iteration 58Q: 3 clusters Score -1192762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1192762.500000 Penalty: 3066.038330
	Iteration 59Q: 3 clusters Score -1192762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1192765.125000 Penalty: 3066.038330
	Iteration 60F: 3 clusters Score -1192765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1192768.875000 Penalty: 3066.038330
	Iteration 61Q: 3 clusters Score -1192769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1192774.250000 Penalty: 3066.038330
	Iteration 62Q: 3 clusters Score -1192774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1192775.500000 Penalty: 3066.038330
	Iteration 63Q: 3 clusters Score -1192776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1192779.625000 Penalty: 3066.038330
	Iteration 64Q: 3 clusters Score -1192780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1192779.375000 Penalty: 3066.038330
	Iteration 65Q: 3 clusters Score -1192779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1192784.750000 Penalty: 3066.038330
	Iteration 66Q: 3 clusters Score -1192785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1192782.875000 Penalty: 3066.038330
	Iteration 67Q: 3 clusters Score -1192783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1192782.875000 Penalty: 3066.038330
	Iteration 68F: 3 clusters Score -1192783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -717436.312500 Penalty: 1454.966553
	Iteration 0F: 2 clusters Score -717436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -711769.750000 Penalty: 2909.933105
	Iteration 0F: 3 clusters Score -711769.8 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -713445.562500 Penalty: 2909.933105
	Iteration 1F: 3 clusters Score -713445.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -713652.375000 Penalty: 2909.933105
	Iteration 2F: 3 clusters Score -713652.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -713806.687500 Penalty: 2909.933105
	Iteration 3F: 3 clusters Score -713806.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -713935.375000 Penalty: 2909.933105
	Iteration 4Q: 3 clusters Score -713935.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -714043.312500 Penalty: 2909.933105
	Iteration 5Q: 3 clusters Score -714043.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -714157.125000 Penalty: 2909.933105
	Iteration 6Q: 3 clusters Score -714157.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -714271.937500 Penalty: 2909.933105
	Iteration 7Q: 3 clusters Score -714271.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -714395.875000 Penalty: 2909.933105
	Iteration 8Q: 3 clusters Score -714395.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -714539.562500 Penalty: 2909.933105
	Iteration 9Q: 3 clusters Score -714539.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -714697.750000 Penalty: 2909.933105
	Iteration 10Q: 3 clusters Score -714697.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -714929.500000 Penalty: 2909.933105
	Iteration 11Q: 3 clusters Score -714929.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -715281.062500 Penalty: 2909.933105
	Iteration 12Q: 3 clusters Score -715281.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -715776.250000 Penalty: 2909.933105
	Iteration 13F: 3 clusters Score -715776.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -716301.687500 Penalty: 2909.933105
	Iteration 14F: 3 clusters Score -716301.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -716808.437500 Penalty: 2909.933105
	Iteration 15F: 3 clusters Score -716808.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -717150.125000 Penalty: 2909.933105
	Iteration 16Q: 3 clusters Score -717150.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -717296.437500 Penalty: 2909.933105
	Iteration 17Q: 3 clusters Score -717296.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -717345.187500 Penalty: 2909.933105
	Iteration 18Q: 3 clusters Score -717345.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -717365.500000 Penalty: 2909.933105
	Iteration 19Q: 3 clusters Score -717365.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -717372.625000 Penalty: 2909.933105
	Iteration 20F: 3 clusters Score -717372.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -717378.875000 Penalty: 2909.933105
	Iteration 21Q: 3 clusters Score -717378.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -717380.437500 Penalty: 2909.933105
	Iteration 22Q: 3 clusters Score -717380.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -717384.562500 Penalty: 2909.933105
	Iteration 23Q: 3 clusters Score -717384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -717386.187500 Penalty: 2909.933105
	Iteration 24Q: 3 clusters Score -717386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -717387.750000 Penalty: 2909.933105
	Iteration 25Q: 3 clusters Score -717387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -717387.937500 Penalty: 2909.933105
	Iteration 26Q: 3 clusters Score -717387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -717388.250000 Penalty: 2909.933105
	Iteration 27Q: 3 clusters Score -717388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -717388.312500 Penalty: 2909.933105
	Iteration 28Q: 3 clusters Score -717388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -717388.312500 Penalty: 2909.933105
	Iteration 29F: 3 clusters Score -717388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Entering Unmasked Estep 
Score: -2116999.000000 Penalty: 1626.363037
	Iteration 0F: 2 clusters Score -2116999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2101906.000000 Penalty: 3252.726074
	Iteration 0F: 3 clusters Score -2101906 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2107453.250000 Penalty: 3252.726074
	Iteration 1F: 3 clusters Score -2107453 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2107996.000000 Penalty: 3252.726074
	Iteration 2F: 3 clusters Score -2107996 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2108671.250000 Penalty: 3252.726074
	Iteration 3F: 3 clusters Score -2108671 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2109537.000000 Penalty: 3252.726074
	Iteration 4F: 3 clusters Score -2109537 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2110595.250000 Penalty: 3252.726074
	Iteration 5F: 3 clusters Score -2110595 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2111768.000000 Penalty: 3252.726074
	Iteration 6F: 3 clusters Score -2111768 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2112929.000000 Penalty: 3252.726074
	Iteration 7F: 3 clusters Score -2112929 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2113919.250000 Penalty: 3252.726074
	Iteration 8F: 3 clusters Score -2113919 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2114641.500000 Penalty: 3252.726074
	Iteration 9Q: 3 clusters Score -2114642 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2115077.500000 Penalty: 3252.726074
	Iteration 10Q: 3 clusters Score -2115078 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2115334.000000 Penalty: 3252.726074
	Iteration 11Q: 3 clusters Score -2115334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2115472.250000 Penalty: 3252.726074
	Iteration 12Q: 3 clusters Score -2115472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2115543.000000 Penalty: 3252.726074
	Iteration 13Q: 3 clusters Score -2115543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2115591.000000 Penalty: 3252.726074
	Iteration 14Q: 3 clusters Score -2115591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2115624.000000 Penalty: 3252.726074
	Iteration 15Q: 3 clusters Score -2115624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2115641.750000 Penalty: 3252.726074
	Iteration 16Q: 3 clusters Score -2115642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2115650.000000 Penalty: 3252.726074
	Iteration 17Q: 3 clusters Score -2115650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2115652.000000 Penalty: 3252.726074
	Iteration 18Q: 3 clusters Score -2115652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2115658.000000 Penalty: 3252.726074
	Iteration 19Q: 3 clusters Score -2115658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2115659.500000 Penalty: 3252.726074
	Iteration 20F: 3 clusters Score -2115660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2115666.250000 Penalty: 3252.726074
	Iteration 21Q: 3 clusters Score -2115666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2115670.000000 Penalty: 3252.726074
	Iteration 22Q: 3 clusters Score -2115670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2115674.750000 Penalty: 3252.726074
	Iteration 23Q: 3 clusters Score -2115675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2115677.500000 Penalty: 3252.726074
	Iteration 24Q: 3 clusters Score -2115678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2115680.750000 Penalty: 3252.726074
	Iteration 25Q: 3 clusters Score -2115681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2115684.250000 Penalty: 3252.726074
	Iteration 26Q: 3 clusters Score -2115684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2115686.500000 Penalty: 3252.726074
	Iteration 27Q: 3 clusters Score -2115686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2115689.500000 Penalty: 3252.726074
	Iteration 28Q: 3 clusters Score -2115690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2115688.250000 Penalty: 3252.726074
	Iteration 29Q: 3 clusters Score -2115688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2115688.250000 Penalty: 3252.726074
	Iteration 30F: 3 clusters Score -2115688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -485548.500000 Penalty: 1400.445190
	Iteration 0F: 2 clusters Score -485548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -481189.812500 Penalty: 2800.890381
	Iteration 0F: 3 clusters Score -481189.8 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -482725.562500 Penalty: 2800.890381
	Iteration 1F: 3 clusters Score -482725.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -483344.031250 Penalty: 2800.890381
	Iteration 2F: 3 clusters Score -483344 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -484106.156250 Penalty: 2800.890381
	Iteration 3F: 3 clusters Score -484106.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -484880.656250 Penalty: 2800.890381
	Iteration 4F: 3 clusters Score -484880.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -485383.406250 Penalty: 2800.890381
	Iteration 5F: 3 clusters Score -485383.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -485548.125000 Penalty: 2800.890381
	Iteration 6Q: 3 clusters Score -485548.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -485607.812500 Penalty: 2800.890381
	Iteration 7Q: 3 clusters Score -485607.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -485630.375000 Penalty: 2800.890381
	Iteration 8Q: 3 clusters Score -485630.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -485645.281250 Penalty: 2800.890381
	Iteration 9Q: 3 clusters Score -485645.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -485653.093750 Penalty: 2800.890381
	Iteration 10Q: 3 clusters Score -485653.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -485658.562500 Penalty: 2800.890381
	Iteration 11Q: 3 clusters Score -485658.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -485662.062500 Penalty: 2800.890381
	Iteration 12Q: 3 clusters Score -485662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -485664.781250 Penalty: 2800.890381
	Iteration 13Q: 3 clusters Score -485664.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -485669.187500 Penalty: 2800.890381
	Iteration 14Q: 3 clusters Score -485669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -485670.000000 Penalty: 2800.890381
	Iteration 15Q: 3 clusters Score -485670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -485670.218750 Penalty: 2800.890381
	Iteration 16Q: 3 clusters Score -485670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -485670.656250 Penalty: 2800.890381
	Iteration 17Q: 3 clusters Score -485670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -485669.906250 Penalty: 2800.890381
	Iteration 18Q: 3 clusters Score -485669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -485669.906250 Penalty: 2800.890381
	Iteration 19F: 3 clusters Score -485669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 184042 members 
Mstep: Class 3 contains 5215 members 
Mstep: Class 4 contains 49127 members 
Mstep: Class 5 contains 12506 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 170521 members 
Mstep: Class 14 contains 10929 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 14839 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41462 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 4131 members 
Entering Unmasked Estep 
Score: -51561112.000000 Penalty: 49580.863281
Splitting cluster 8 changes total score from -51561652.000000 to -51561112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Entering Unmasked Estep 
Score: -680282.500000 Penalty: 1467.766357
	Iteration 0F: 2 clusters Score -680282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -674154.562500 Penalty: 2935.532715
	Iteration 0F: 3 clusters Score -674154.6 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -676225.000000 Penalty: 2935.532715
	Iteration 1F: 3 clusters Score -676225 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -676710.000000 Penalty: 2935.532715
	Iteration 2F: 3 clusters Score -676710 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -677103.500000 Penalty: 2935.532715
	Iteration 3F: 3 clusters Score -677103.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -677490.062500 Penalty: 2935.532715
	Iteration 4F: 3 clusters Score -677490.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -677847.062500 Penalty: 2935.532715
	Iteration 5F: 3 clusters Score -677847.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -678117.000000 Penalty: 2935.532715
	Iteration 6F: 3 clusters Score -678117 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -678299.750000 Penalty: 2935.532715
	Iteration 7Q: 3 clusters Score -678299.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -678431.687500 Penalty: 2935.532715
	Iteration 8Q: 3 clusters Score -678431.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -678520.500000 Penalty: 2935.532715
	Iteration 9Q: 3 clusters Score -678520.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -678590.312500 Penalty: 2935.532715
	Iteration 10Q: 3 clusters Score -678590.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -678636.687500 Penalty: 2935.532715
	Iteration 11Q: 3 clusters Score -678636.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -678677.687500 Penalty: 2935.532715
	Iteration 12Q: 3 clusters Score -678677.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -678714.500000 Penalty: 2935.532715
	Iteration 13Q: 3 clusters Score -678714.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -678743.312500 Penalty: 2935.532715
	Iteration 14Q: 3 clusters Score -678743.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -678765.437500 Penalty: 2935.532715
	Iteration 15Q: 3 clusters Score -678765.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -678785.000000 Penalty: 2935.532715
	Iteration 16Q: 3 clusters Score -678785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -678795.687500 Penalty: 2935.532715
	Iteration 17Q: 3 clusters Score -678795.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -678801.500000 Penalty: 2935.532715
	Iteration 18Q: 3 clusters Score -678801.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -678810.437500 Penalty: 2935.532715
	Iteration 19Q: 3 clusters Score -678810.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -678813.500000 Penalty: 2935.532715
	Iteration 20F: 3 clusters Score -678813.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -678819.312500 Penalty: 2935.532715
	Iteration 21Q: 3 clusters Score -678819.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -678820.562500 Penalty: 2935.532715
	Iteration 22Q: 3 clusters Score -678820.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -678821.625000 Penalty: 2935.532715
	Iteration 23Q: 3 clusters Score -678821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -678822.000000 Penalty: 2935.532715
	Iteration 24Q: 3 clusters Score -678822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -678825.437500 Penalty: 2935.532715
	Iteration 25Q: 3 clusters Score -678825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -678825.750000 Penalty: 2935.532715
	Iteration 26Q: 3 clusters Score -678825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -678827.000000 Penalty: 2935.532715
	Iteration 27Q: 3 clusters Score -678827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -678828.687500 Penalty: 2935.532715
	Iteration 28Q: 3 clusters Score -678828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -678829.687500 Penalty: 2935.532715
	Iteration 29Q: 3 clusters Score -678829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -678831.687500 Penalty: 2935.532715
	Iteration 30Q: 3 clusters Score -678831.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -678830.625000 Penalty: 2935.532715
	Iteration 31Q: 3 clusters Score -678830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -678831.812500 Penalty: 2935.532715
	Iteration 32Q: 3 clusters Score -678831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -678831.125000 Penalty: 2935.532715
	Iteration 33Q: 3 clusters Score -678831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -678831.125000 Penalty: 2935.532715
	Iteration 34F: 3 clusters Score -678831.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Entering Unmasked Estep 
Score: -1404677.500000 Penalty: 1561.448730
	Iteration 0F: 2 clusters Score -1404678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1394374.500000 Penalty: 3122.897461
	Iteration 0F: 3 clusters Score -1394374 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1397863.875000 Penalty: 3122.897461
	Iteration 1F: 3 clusters Score -1397864 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1398176.750000 Penalty: 3122.897461
	Iteration 2F: 3 clusters Score -1398177 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1398454.375000 Penalty: 3122.897461
	Iteration 3Q: 3 clusters Score -1398454 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1398712.750000 Penalty: 3122.897461
	Iteration 4Q: 3 clusters Score -1398713 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1399009.125000 Penalty: 3122.897461
	Iteration 5Q: 3 clusters Score -1399009 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1399352.250000 Penalty: 3122.897461
	Iteration 6Q: 3 clusters Score -1399352 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1399696.250000 Penalty: 3122.897461
	Iteration 7Q: 3 clusters Score -1399696 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1400086.500000 Penalty: 3122.897461
	Iteration 8Q: 3 clusters Score -1400086 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1400513.500000 Penalty: 3122.897461
	Iteration 9Q: 3 clusters Score -1400514 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1401014.250000 Penalty: 3122.897461
	Iteration 10Q: 3 clusters Score -1401014 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1401484.125000 Penalty: 3122.897461
	Iteration 11Q: 3 clusters Score -1401484 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1401866.625000 Penalty: 3122.897461
	Iteration 12Q: 3 clusters Score -1401867 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1402103.625000 Penalty: 3122.897461
	Iteration 13Q: 3 clusters Score -1402104 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1402233.125000 Penalty: 3122.897461
	Iteration 14Q: 3 clusters Score -1402233 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1402309.000000 Penalty: 3122.897461
	Iteration 15Q: 3 clusters Score -1402309 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1402362.875000 Penalty: 3122.897461
	Iteration 16Q: 3 clusters Score -1402363 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1402407.875000 Penalty: 3122.897461
	Iteration 17Q: 3 clusters Score -1402408 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1402431.500000 Penalty: 3122.897461
	Iteration 18Q: 3 clusters Score -1402432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1402461.750000 Penalty: 3122.897461
	Iteration 19Q: 3 clusters Score -1402462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1402492.625000 Penalty: 3122.897461
	Iteration 20F: 3 clusters Score -1402493 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1402518.875000 Penalty: 3122.897461
	Iteration 21Q: 3 clusters Score -1402519 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1402543.375000 Penalty: 3122.897461
	Iteration 22Q: 3 clusters Score -1402543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1402567.875000 Penalty: 3122.897461
	Iteration 23Q: 3 clusters Score -1402568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1402585.750000 Penalty: 3122.897461
	Iteration 24Q: 3 clusters Score -1402586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1402606.000000 Penalty: 3122.897461
	Iteration 25Q: 3 clusters Score -1402606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1402620.250000 Penalty: 3122.897461
	Iteration 26Q: 3 clusters Score -1402620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1402633.375000 Penalty: 3122.897461
	Iteration 27Q: 3 clusters Score -1402633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1402651.500000 Penalty: 3122.897461
	Iteration 28Q: 3 clusters Score -1402652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1402664.250000 Penalty: 3122.897461
	Iteration 29Q: 3 clusters Score -1402664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1402676.125000 Penalty: 3122.897461
	Iteration 30Q: 3 clusters Score -1402676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1402689.500000 Penalty: 3122.897461
	Iteration 31Q: 3 clusters Score -1402690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1402699.125000 Penalty: 3122.897461
	Iteration 32Q: 3 clusters Score -1402699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1402714.000000 Penalty: 3122.897461
	Iteration 33Q: 3 clusters Score -1402714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1402734.750000 Penalty: 3122.897461
	Iteration 34Q: 3 clusters Score -1402735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1402756.000000 Penalty: 3122.897461
	Iteration 35Q: 3 clusters Score -1402756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1402776.500000 Penalty: 3122.897461
	Iteration 36Q: 3 clusters Score -1402776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1402796.875000 Penalty: 3122.897461
	Iteration 37Q: 3 clusters Score -1402797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1402814.750000 Penalty: 3122.897461
	Iteration 38Q: 3 clusters Score -1402815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1402836.625000 Penalty: 3122.897461
	Iteration 39Q: 3 clusters Score -1402837 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1402853.375000 Penalty: 3122.897461
	Iteration 40F: 3 clusters Score -1402853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1402877.125000 Penalty: 3122.897461
	Iteration 41Q: 3 clusters Score -1402877 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1402902.875000 Penalty: 3122.897461
	Iteration 42Q: 3 clusters Score -1402903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1402923.500000 Penalty: 3122.897461
	Iteration 43Q: 3 clusters Score -1402924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1402944.625000 Penalty: 3122.897461
	Iteration 44Q: 3 clusters Score -1402945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1402977.125000 Penalty: 3122.897461
	Iteration 45Q: 3 clusters Score -1402977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1403012.375000 Penalty: 3122.897461
	Iteration 46Q: 3 clusters Score -1403012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1403041.500000 Penalty: 3122.897461
	Iteration 47Q: 3 clusters Score -1403042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1403060.000000 Penalty: 3122.897461
	Iteration 48Q: 3 clusters Score -1403060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1403077.750000 Penalty: 3122.897461
	Iteration 49Q: 3 clusters Score -1403078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1403108.625000 Penalty: 3122.897461
	Iteration 50Q: 3 clusters Score -1403109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1403140.250000 Penalty: 3122.897461
	Iteration 51Q: 3 clusters Score -1403140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1403180.625000 Penalty: 3122.897461
	Iteration 52Q: 3 clusters Score -1403181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1403216.000000 Penalty: 3122.897461
	Iteration 53Q: 3 clusters Score -1403216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1403260.625000 Penalty: 3122.897461
	Iteration 54Q: 3 clusters Score -1403261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1403293.000000 Penalty: 3122.897461
	Iteration 55Q: 3 clusters Score -1403293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1403325.250000 Penalty: 3122.897461
	Iteration 56Q: 3 clusters Score -1403325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1403337.125000 Penalty: 3122.897461
	Iteration 57Q: 3 clusters Score -1403337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1403357.875000 Penalty: 3122.897461
	Iteration 58Q: 3 clusters Score -1403358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1403368.625000 Penalty: 3122.897461
	Iteration 59Q: 3 clusters Score -1403369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1403377.500000 Penalty: 3122.897461
	Iteration 60F: 3 clusters Score -1403378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1403383.750000 Penalty: 3122.897461
	Iteration 61Q: 3 clusters Score -1403384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1403387.250000 Penalty: 3122.897461
	Iteration 62Q: 3 clusters Score -1403387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1403387.625000 Penalty: 3122.897461
	Iteration 63Q: 3 clusters Score -1403388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1403389.125000 Penalty: 3122.897461
	Iteration 64Q: 3 clusters Score -1403389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1403391.250000 Penalty: 3122.897461
	Iteration 65Q: 3 clusters Score -1403391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1403395.625000 Penalty: 3122.897461
	Iteration 66Q: 3 clusters Score -1403396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1403399.375000 Penalty: 3122.897461
	Iteration 67Q: 3 clusters Score -1403399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1403405.500000 Penalty: 3122.897461
	Iteration 68Q: 3 clusters Score -1403406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1403410.750000 Penalty: 3122.897461
	Iteration 69Q: 3 clusters Score -1403411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1403409.625000 Penalty: 3122.897461
	Iteration 70Q: 3 clusters Score -1403410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1403413.375000 Penalty: 3122.897461
	Iteration 71Q: 3 clusters Score -1403413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1403411.750000 Penalty: 3122.897461
	Iteration 72Q: 3 clusters Score -1403412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1403411.500000 Penalty: 3122.897461
	Iteration 73Q: 3 clusters Score -1403412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1403416.750000 Penalty: 3122.897461
	Iteration 74Q: 3 clusters Score -1403417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1403416.250000 Penalty: 3122.897461
	Iteration 75Q: 3 clusters Score -1403416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1403418.250000 Penalty: 3122.897461
	Iteration 76Q: 3 clusters Score -1403418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1403418.500000 Penalty: 3122.897461
	Iteration 77Q: 3 clusters Score -1403418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1403420.875000 Penalty: 3122.897461
	Iteration 78Q: 3 clusters Score -1403421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1403426.375000 Penalty: 3122.897461
	Iteration 79Q: 3 clusters Score -1403426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1403426.875000 Penalty: 3122.897461
	Iteration 80F: 3 clusters Score -1403427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1403428.625000 Penalty: 3122.897461
	Iteration 81Q: 3 clusters Score -1403429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1403432.375000 Penalty: 3122.897461
	Iteration 82Q: 3 clusters Score -1403432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1403433.250000 Penalty: 3122.897461
	Iteration 83Q: 3 clusters Score -1403433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1403435.250000 Penalty: 3122.897461
	Iteration 84Q: 3 clusters Score -1403435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1403433.000000 Penalty: 3122.897461
	Iteration 85Q: 3 clusters Score -1403433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1403430.750000 Penalty: 3122.897461
	Iteration 86Q: 3 clusters Score -1403431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1403430.750000 Penalty: 3122.897461
	Iteration 87Q: 3 clusters Score -1403431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1403432.750000 Penalty: 3122.897461
	Iteration 88Q: 3 clusters Score -1403433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1403431.250000 Penalty: 3122.897461
	Iteration 89Q: 3 clusters Score -1403431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1403432.625000 Penalty: 3122.897461
	Iteration 90Q: 3 clusters Score -1403433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1403432.250000 Penalty: 3122.897461
	Iteration 91Q: 3 clusters Score -1403432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1403435.000000 Penalty: 3122.897461
	Iteration 92Q: 3 clusters Score -1403435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1403434.750000 Penalty: 3122.897461
	Iteration 93Q: 3 clusters Score -1403435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1403436.125000 Penalty: 3122.897461
	Iteration 94Q: 3 clusters Score -1403436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1403436.625000 Penalty: 3122.897461
	Iteration 95Q: 3 clusters Score -1403437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1403436.375000 Penalty: 3122.897461
	Iteration 96Q: 3 clusters Score -1403436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1403436.375000 Penalty: 3122.897461
	Iteration 97F: 3 clusters Score -1403436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -193343.640625 Penalty: 1246.671875
	Iteration 0F: 2 clusters Score -193343.6 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 1057 members 
Entering Unmasked Estep 
Score: -191139.718750 Penalty: 2493.343750
	Iteration 0F: 3 clusters Score -191139.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -191619.359375 Penalty: 2493.343750
	Iteration 1F: 3 clusters Score -191619.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -191713.750000 Penalty: 2493.343750
	Iteration 2F: 3 clusters Score -191713.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -191773.109375 Penalty: 2493.343750
	Iteration 3Q: 3 clusters Score -191773.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -191826.421875 Penalty: 2493.343750
	Iteration 4Q: 3 clusters Score -191826.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -191876.875000 Penalty: 2493.343750
	Iteration 5Q: 3 clusters Score -191876.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -191922.328125 Penalty: 2493.343750
	Iteration 6Q: 3 clusters Score -191922.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191974.875000 Penalty: 2493.343750
	Iteration 7Q: 3 clusters Score -191974.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -192039.906250 Penalty: 2493.343750
	Iteration 8Q: 3 clusters Score -192039.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -192104.640625 Penalty: 2493.343750
	Iteration 9Q: 3 clusters Score -192104.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -192160.375000 Penalty: 2493.343750
	Iteration 10Q: 3 clusters Score -192160.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -192201.937500 Penalty: 2493.343750
	Iteration 11Q: 3 clusters Score -192201.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192222.703125 Penalty: 2493.343750
	Iteration 12Q: 3 clusters Score -192222.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192246.578125 Penalty: 2493.343750
	Iteration 13Q: 3 clusters Score -192246.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -192283.906250 Penalty: 2493.343750
	Iteration 14Q: 3 clusters Score -192283.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -192317.578125 Penalty: 2493.343750
	Iteration 15Q: 3 clusters Score -192317.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -192340.953125 Penalty: 2493.343750
	Iteration 16Q: 3 clusters Score -192341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192349.171875 Penalty: 2493.343750
	Iteration 17Q: 3 clusters Score -192349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -192355.125000 Penalty: 2493.343750
	Iteration 18Q: 3 clusters Score -192355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -192360.593750 Penalty: 2493.343750
	Iteration 19Q: 3 clusters Score -192360.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -192369.218750 Penalty: 2493.343750
	Iteration 20F: 3 clusters Score -192369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -192376.734375 Penalty: 2493.343750
	Iteration 21Q: 3 clusters Score -192376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -192379.953125 Penalty: 2493.343750
	Iteration 22Q: 3 clusters Score -192380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -192383.859375 Penalty: 2493.343750
	Iteration 23Q: 3 clusters Score -192383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -192387.000000 Penalty: 2493.343750
	Iteration 24Q: 3 clusters Score -192387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192388.734375 Penalty: 2493.343750
	Iteration 25Q: 3 clusters Score -192388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -192391.796875 Penalty: 2493.343750
	Iteration 26Q: 3 clusters Score -192391.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -192394.406250 Penalty: 2493.343750
	Iteration 27Q: 3 clusters Score -192394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192395.390625 Penalty: 2493.343750
	Iteration 28Q: 3 clusters Score -192395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -192399.765625 Penalty: 2493.343750
	Iteration 29Q: 3 clusters Score -192399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -192405.375000 Penalty: 2493.343750
	Iteration 30Q: 3 clusters Score -192405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -192413.359375 Penalty: 2493.343750
	Iteration 31Q: 3 clusters Score -192413.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192422.953125 Penalty: 2493.343750
	Iteration 32Q: 3 clusters Score -192423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -192428.234375 Penalty: 2493.343750
	Iteration 33Q: 3 clusters Score -192428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -192432.062500 Penalty: 2493.343750
	Iteration 34Q: 3 clusters Score -192432.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -192434.484375 Penalty: 2493.343750
	Iteration 35Q: 3 clusters Score -192434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -192436.218750 Penalty: 2493.343750
	Iteration 36Q: 3 clusters Score -192436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -192437.234375 Penalty: 2493.343750
	Iteration 37Q: 3 clusters Score -192437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -192437.984375 Penalty: 2493.343750
	Iteration 38Q: 3 clusters Score -192438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -192437.984375 Penalty: 2493.343750
	Iteration 39F: 3 clusters Score -192438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -506588.781250 Penalty: 1395.796021
	Iteration 0F: 2 clusters Score -506588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -502415.750000 Penalty: 2791.592041
	Iteration 0F: 3 clusters Score -502415.8 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -503514.750000 Penalty: 2791.592041
	Iteration 1F: 3 clusters Score -503514.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -503648.937500 Penalty: 2791.592041
	Iteration 2F: 3 clusters Score -503648.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -503738.812500 Penalty: 2791.592041
	Iteration 3Q: 3 clusters Score -503738.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -503795.968750 Penalty: 2791.592041
	Iteration 4Q: 3 clusters Score -503796 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -503835.531250 Penalty: 2791.592041
	Iteration 5Q: 3 clusters Score -503835.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -503868.843750 Penalty: 2791.592041
	Iteration 6Q: 3 clusters Score -503868.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -503899.281250 Penalty: 2791.592041
	Iteration 7Q: 3 clusters Score -503899.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -503922.718750 Penalty: 2791.592041
	Iteration 8Q: 3 clusters Score -503922.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -503938.125000 Penalty: 2791.592041
	Iteration 9Q: 3 clusters Score -503938.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -503951.375000 Penalty: 2791.592041
	Iteration 10Q: 3 clusters Score -503951.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -503962.468750 Penalty: 2791.592041
	Iteration 11Q: 3 clusters Score -503962.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -503973.468750 Penalty: 2791.592041
	Iteration 12Q: 3 clusters Score -503973.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -503989.625000 Penalty: 2791.592041
	Iteration 13Q: 3 clusters Score -503989.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -504002.281250 Penalty: 2791.592041
	Iteration 14Q: 3 clusters Score -504002.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -504011.781250 Penalty: 2791.592041
	Iteration 15Q: 3 clusters Score -504011.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -504017.718750 Penalty: 2791.592041
	Iteration 16Q: 3 clusters Score -504017.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -504026.343750 Penalty: 2791.592041
	Iteration 17Q: 3 clusters Score -504026.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -504035.093750 Penalty: 2791.592041
	Iteration 18Q: 3 clusters Score -504035.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -504044.062500 Penalty: 2791.592041
	Iteration 19Q: 3 clusters Score -504044.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -504054.187500 Penalty: 2791.592041
	Iteration 20F: 3 clusters Score -504054.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -504067.156250 Penalty: 2791.592041
	Iteration 21Q: 3 clusters Score -504067.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -504082.937500 Penalty: 2791.592041
	Iteration 22Q: 3 clusters Score -504082.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -504104.500000 Penalty: 2791.592041
	Iteration 23Q: 3 clusters Score -504104.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -504129.312500 Penalty: 2791.592041
	Iteration 24Q: 3 clusters Score -504129.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -504161.718750 Penalty: 2791.592041
	Iteration 25Q: 3 clusters Score -504161.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -504202.562500 Penalty: 2791.592041
	Iteration 26Q: 3 clusters Score -504202.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -504255.937500 Penalty: 2791.592041
	Iteration 27Q: 3 clusters Score -504255.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -504319.781250 Penalty: 2791.592041
	Iteration 28Q: 3 clusters Score -504319.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -504388.187500 Penalty: 2791.592041
	Iteration 29Q: 3 clusters Score -504388.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -504452.843750 Penalty: 2791.592041
	Iteration 30Q: 3 clusters Score -504452.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -504525.656250 Penalty: 2791.592041
	Iteration 31Q: 3 clusters Score -504525.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -504614.093750 Penalty: 2791.592041
	Iteration 32Q: 3 clusters Score -504614.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -504713.218750 Penalty: 2791.592041
	Iteration 33Q: 3 clusters Score -504713.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -504823.000000 Penalty: 2791.592041
	Iteration 34Q: 3 clusters Score -504823 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -504932.468750 Penalty: 2791.592041
	Iteration 35Q: 3 clusters Score -504932.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -505024.625000 Penalty: 2791.592041
	Iteration 36Q: 3 clusters Score -505024.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -505097.312500 Penalty: 2791.592041
	Iteration 37Q: 3 clusters Score -505097.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -505147.625000 Penalty: 2791.592041
	Iteration 38Q: 3 clusters Score -505147.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -505189.593750 Penalty: 2791.592041
	Iteration 39Q: 3 clusters Score -505189.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -505223.218750 Penalty: 2791.592041
	Iteration 40F: 3 clusters Score -505223.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -505262.218750 Penalty: 2791.592041
	Iteration 41Q: 3 clusters Score -505262.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -505282.875000 Penalty: 2791.592041
	Iteration 42Q: 3 clusters Score -505282.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -505304.781250 Penalty: 2791.592041
	Iteration 43Q: 3 clusters Score -505304.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -505320.093750 Penalty: 2791.592041
	Iteration 44Q: 3 clusters Score -505320.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -505336.093750 Penalty: 2791.592041
	Iteration 45Q: 3 clusters Score -505336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -505349.875000 Penalty: 2791.592041
	Iteration 46Q: 3 clusters Score -505349.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -505366.843750 Penalty: 2791.592041
	Iteration 47Q: 3 clusters Score -505366.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -505378.750000 Penalty: 2791.592041
	Iteration 48Q: 3 clusters Score -505378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -505384.656250 Penalty: 2791.592041
	Iteration 49Q: 3 clusters Score -505384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -505388.593750 Penalty: 2791.592041
	Iteration 50Q: 3 clusters Score -505388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -505390.937500 Penalty: 2791.592041
	Iteration 51Q: 3 clusters Score -505390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -505394.312500 Penalty: 2791.592041
	Iteration 52Q: 3 clusters Score -505394.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -505397.906250 Penalty: 2791.592041
	Iteration 53Q: 3 clusters Score -505397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -505399.125000 Penalty: 2791.592041
	Iteration 54Q: 3 clusters Score -505399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -505399.125000 Penalty: 2791.592041
	Iteration 55F: 3 clusters Score -505399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170521 members 
Entering Unmasked Estep 
Score: -15222785.000000 Penalty: 1957.574707
	Iteration 0F: 2 clusters Score -1.522278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -15108292.000000 Penalty: 3915.149414
	Iteration 0F: 3 clusters Score -1.510829e+07 nChanged 82696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -15158581.000000 Penalty: 3915.149414
	Iteration 1F: 3 clusters Score -1.515858e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -15161908.000000 Penalty: 3915.149414
	Iteration 2Q: 3 clusters Score -1.516191e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 109803 members 
Entering Unmasked Estep 
Score: -15167734.000000 Penalty: 3915.149414
	Iteration 3F: 3 clusters Score -1.516773e+07 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 121783 members 
Entering Unmasked Estep 
Score: -15176943.000000 Penalty: 3915.149414
	Iteration 4F: 3 clusters Score -1.517694e+07 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 135519 members 
Entering Unmasked Estep 
Score: -15188914.000000 Penalty: 3915.149414
	Iteration 5F: 3 clusters Score -1.518891e+07 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -15201124.000000 Penalty: 3915.149414
	Iteration 6F: 3 clusters Score -1.520112e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -15210322.000000 Penalty: 3915.149414
	Iteration 7F: 3 clusters Score -1.521032e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 164431 members 
Entering Unmasked Estep 
Score: -15215979.000000 Penalty: 3915.149414
	Iteration 8Q: 3 clusters Score -1.521598e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 167751 members 
Entering Unmasked Estep 
Score: -15218841.000000 Penalty: 3915.149414
	Iteration 9Q: 3 clusters Score -1.521884e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 169169 members 
Entering Unmasked Estep 
Score: -15220057.000000 Penalty: 3915.149414
	Iteration 10Q: 3 clusters Score -1.522006e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -15220604.000000 Penalty: 3915.149414
	Iteration 11Q: 3 clusters Score -1.52206e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 169983 members 
Entering Unmasked Estep 
Score: -15220794.000000 Penalty: 3915.149414
	Iteration 12Q: 3 clusters Score -1.522079e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 170078 members 
Entering Unmasked Estep 
Score: -15220877.000000 Penalty: 3915.149414
	Iteration 13Q: 3 clusters Score -1.522088e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 170131 members 
Entering Unmasked Estep 
Score: -15220940.000000 Penalty: 3915.149414
	Iteration 14Q: 3 clusters Score -1.522094e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 170169 members 
Entering Unmasked Estep 
Score: -15221000.000000 Penalty: 3915.149414
	Iteration 15Q: 3 clusters Score -1.5221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -15221028.000000 Penalty: 3915.149414
	Iteration 16Q: 3 clusters Score -1.522103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 170192 members 
Entering Unmasked Estep 
Score: -15221037.000000 Penalty: 3915.149414
	Iteration 17Q: 3 clusters Score -1.522104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -15221039.000000 Penalty: 3915.149414
	Iteration 18Q: 3 clusters Score -1.522104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -15221049.000000 Penalty: 3915.149414
	Iteration 19Q: 3 clusters Score -1.522105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -15221052.000000 Penalty: 3915.149414
	Iteration 20F: 3 clusters Score -1.522105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 170205 members 
Entering Unmasked Estep 
Score: -15221066.000000 Penalty: 3915.149414
	Iteration 21Q: 3 clusters Score -1.522107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -15221062.000000 Penalty: 3915.149414
	Iteration 22Q: 3 clusters Score -1.522106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 170205 members 
Entering Unmasked Estep 
Score: -15221066.000000 Penalty: 3915.149414
	Iteration 23Q: 3 clusters Score -1.522107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -15221063.000000 Penalty: 3915.149414
	Iteration 24Q: 3 clusters Score -1.522106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -15221066.000000 Penalty: 3915.149414
	Iteration 25Q: 3 clusters Score -1.522107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -15221082.000000 Penalty: 3915.149414
	Iteration 26Q: 3 clusters Score -1.522108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 170215 members 
Entering Unmasked Estep 
Score: -15221084.000000 Penalty: 3915.149414
	Iteration 27Q: 3 clusters Score -1.522108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -15221087.000000 Penalty: 3915.149414
	Iteration 28Q: 3 clusters Score -1.522109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 170218 members 
Entering Unmasked Estep 
Score: -15221101.000000 Penalty: 3915.149414
	Iteration 29Q: 3 clusters Score -1.52211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -15221096.000000 Penalty: 3915.149414
	Iteration 30Q: 3 clusters Score -1.52211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -15221095.000000 Penalty: 3915.149414
	Iteration 31Q: 3 clusters Score -1.52211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -15221095.000000 Penalty: 3915.149414
	Iteration 32Q: 3 clusters Score -1.52211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -15221095.000000 Penalty: 3915.149414
	Iteration 33F: 3 clusters Score -1.52211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Entering Unmasked Estep 
Score: -960908.500000 Penalty: 1511.115967
	Iteration 0F: 2 clusters Score -960908.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -953150.437500 Penalty: 3022.231934
	Iteration 0F: 3 clusters Score -953150.4 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -955779.875000 Penalty: 3022.231934
	Iteration 1F: 3 clusters Score -955779.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -956064.812500 Penalty: 3022.231934
	Iteration 2F: 3 clusters Score -956064.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -956325.187500 Penalty: 3022.231934
	Iteration 3F: 3 clusters Score -956325.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -956628.312500 Penalty: 3022.231934
	Iteration 4F: 3 clusters Score -956628.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -957010.562500 Penalty: 3022.231934
	Iteration 5F: 3 clusters Score -957010.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -957481.312500 Penalty: 3022.231934
	Iteration 6F: 3 clusters Score -957481.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -957963.625000 Penalty: 3022.231934
	Iteration 7F: 3 clusters Score -957963.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -958396.312500 Penalty: 3022.231934
	Iteration 8F: 3 clusters Score -958396.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -958749.062500 Penalty: 3022.231934
	Iteration 9Q: 3 clusters Score -958749.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -959037.750000 Penalty: 3022.231934
	Iteration 10Q: 3 clusters Score -959037.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -959318.562500 Penalty: 3022.231934
	Iteration 11Q: 3 clusters Score -959318.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -959527.187500 Penalty: 3022.231934
	Iteration 12Q: 3 clusters Score -959527.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -959688.062500 Penalty: 3022.231934
	Iteration 13Q: 3 clusters Score -959688.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -959819.687500 Penalty: 3022.231934
	Iteration 14Q: 3 clusters Score -959819.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -959928.062500 Penalty: 3022.231934
	Iteration 15Q: 3 clusters Score -959928.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -959987.312500 Penalty: 3022.231934
	Iteration 16Q: 3 clusters Score -959987.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -960036.187500 Penalty: 3022.231934
	Iteration 17Q: 3 clusters Score -960036.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -960074.125000 Penalty: 3022.231934
	Iteration 18Q: 3 clusters Score -960074.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -960115.187500 Penalty: 3022.231934
	Iteration 19Q: 3 clusters Score -960115.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -960133.375000 Penalty: 3022.231934
	Iteration 20F: 3 clusters Score -960133.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -960148.687500 Penalty: 3022.231934
	Iteration 21Q: 3 clusters Score -960148.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -960156.625000 Penalty: 3022.231934
	Iteration 22Q: 3 clusters Score -960156.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -960162.000000 Penalty: 3022.231934
	Iteration 23Q: 3 clusters Score -960162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -960164.000000 Penalty: 3022.231934
	Iteration 24Q: 3 clusters Score -960164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -960172.375000 Penalty: 3022.231934
	Iteration 25Q: 3 clusters Score -960172.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -960172.562500 Penalty: 3022.231934
	Iteration 26Q: 3 clusters Score -960172.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -960175.562500 Penalty: 3022.231934
	Iteration 27Q: 3 clusters Score -960175.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -960179.062500 Penalty: 3022.231934
	Iteration 28Q: 3 clusters Score -960179.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -960179.750000 Penalty: 3022.231934
	Iteration 29Q: 3 clusters Score -960179.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -960186.250000 Penalty: 3022.231934
	Iteration 30Q: 3 clusters Score -960186.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -960191.812500 Penalty: 3022.231934
	Iteration 31Q: 3 clusters Score -960191.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -960196.375000 Penalty: 3022.231934
	Iteration 32Q: 3 clusters Score -960196.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -960199.437500 Penalty: 3022.231934
	Iteration 33Q: 3 clusters Score -960199.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -960204.250000 Penalty: 3022.231934
	Iteration 34Q: 3 clusters Score -960204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -960205.312500 Penalty: 3022.231934
	Iteration 35Q: 3 clusters Score -960205.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -960211.437500 Penalty: 3022.231934
	Iteration 36Q: 3 clusters Score -960211.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -960212.937500 Penalty: 3022.231934
	Iteration 37Q: 3 clusters Score -960212.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -960217.187500 Penalty: 3022.231934
	Iteration 38Q: 3 clusters Score -960217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -960218.375000 Penalty: 3022.231934
	Iteration 39Q: 3 clusters Score -960218.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -960218.250000 Penalty: 3022.231934
	Iteration 40F: 3 clusters Score -960218.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -960220.875000 Penalty: 3022.231934
	Iteration 41Q: 3 clusters Score -960220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -960223.562500 Penalty: 3022.231934
	Iteration 42Q: 3 clusters Score -960223.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -960224.250000 Penalty: 3022.231934
	Iteration 43Q: 3 clusters Score -960224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -960226.437500 Penalty: 3022.231934
	Iteration 44Q: 3 clusters Score -960226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -960224.875000 Penalty: 3022.231934
	Iteration 45Q: 3 clusters Score -960224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -960226.812500 Penalty: 3022.231934
	Iteration 46Q: 3 clusters Score -960226.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -960226.750000 Penalty: 3022.231934
	Iteration 47Q: 3 clusters Score -960226.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -960230.437500 Penalty: 3022.231934
	Iteration 48Q: 3 clusters Score -960230.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -960233.125000 Penalty: 3022.231934
	Iteration 49Q: 3 clusters Score -960233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -960233.875000 Penalty: 3022.231934
	Iteration 50Q: 3 clusters Score -960233.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -960236.687500 Penalty: 3022.231934
	Iteration 51Q: 3 clusters Score -960236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -960238.562500 Penalty: 3022.231934
	Iteration 52Q: 3 clusters Score -960238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -960239.312500 Penalty: 3022.231934
	Iteration 53Q: 3 clusters Score -960239.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -960239.250000 Penalty: 3022.231934
	Iteration 54Q: 3 clusters Score -960239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -960239.562500 Penalty: 3022.231934
	Iteration 55Q: 3 clusters Score -960239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -960239.812500 Penalty: 3022.231934
	Iteration 56Q: 3 clusters Score -960239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -960242.625000 Penalty: 3022.231934
	Iteration 57Q: 3 clusters Score -960242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -960241.875000 Penalty: 3022.231934
	Iteration 58Q: 3 clusters Score -960241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -960245.500000 Penalty: 3022.231934
	Iteration 59Q: 3 clusters Score -960245.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -960246.812500 Penalty: 3022.231934
	Iteration 60F: 3 clusters Score -960246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -960246.562500 Penalty: 3022.231934
	Iteration 61Q: 3 clusters Score -960246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -960248.812500 Penalty: 3022.231934
	Iteration 62Q: 3 clusters Score -960248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -960248.562500 Penalty: 3022.231934
	Iteration 63Q: 3 clusters Score -960248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -960248.687500 Penalty: 3022.231934
	Iteration 64Q: 3 clusters Score -960248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -960247.750000 Penalty: 3022.231934
	Iteration 65Q: 3 clusters Score -960247.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -960248.750000 Penalty: 3022.231934
	Iteration 66Q: 3 clusters Score -960248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -960252.250000 Penalty: 3022.231934
	Iteration 67Q: 3 clusters Score -960252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -960253.312500 Penalty: 3022.231934
	Iteration 68Q: 3 clusters Score -960253.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -960254.125000 Penalty: 3022.231934
	Iteration 69Q: 3 clusters Score -960254.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -960254.250000 Penalty: 3022.231934
	Iteration 70Q: 3 clusters Score -960254.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -960257.250000 Penalty: 3022.231934
	Iteration 71Q: 3 clusters Score -960257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -960260.250000 Penalty: 3022.231934
	Iteration 72Q: 3 clusters Score -960260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -960261.750000 Penalty: 3022.231934
	Iteration 73Q: 3 clusters Score -960261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -960262.187500 Penalty: 3022.231934
	Iteration 74Q: 3 clusters Score -960262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -960262.625000 Penalty: 3022.231934
	Iteration 75Q: 3 clusters Score -960262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -960264.687500 Penalty: 3022.231934
	Iteration 76Q: 3 clusters Score -960264.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -960262.500000 Penalty: 3022.231934
	Iteration 77Q: 3 clusters Score -960262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -960262.687500 Penalty: 3022.231934
	Iteration 78Q: 3 clusters Score -960262.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -960265.125000 Penalty: 3022.231934
	Iteration 79Q: 3 clusters Score -960265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -960266.875000 Penalty: 3022.231934
	Iteration 80F: 3 clusters Score -960266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -960266.937500 Penalty: 3022.231934
	Iteration 81Q: 3 clusters Score -960266.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -960268.625000 Penalty: 3022.231934
	Iteration 82Q: 3 clusters Score -960268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -960268.000000 Penalty: 3022.231934
	Iteration 83Q: 3 clusters Score -960268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -960269.562500 Penalty: 3022.231934
	Iteration 84Q: 3 clusters Score -960269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -960269.312500 Penalty: 3022.231934
	Iteration 85Q: 3 clusters Score -960269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -960269.562500 Penalty: 3022.231934
	Iteration 86Q: 3 clusters Score -960269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -960270.625000 Penalty: 3022.231934
	Iteration 87Q: 3 clusters Score -960270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -960270.312500 Penalty: 3022.231934
	Iteration 88Q: 3 clusters Score -960270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -960270.750000 Penalty: 3022.231934
	Iteration 89Q: 3 clusters Score -960270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -960272.687500 Penalty: 3022.231934
	Iteration 90Q: 3 clusters Score -960272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -960273.125000 Penalty: 3022.231934
	Iteration 91Q: 3 clusters Score -960273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -960272.062500 Penalty: 3022.231934
	Iteration 92Q: 3 clusters Score -960272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -960272.062500 Penalty: 3022.231934
	Iteration 93F: 3 clusters Score -960272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -336401.750000 Penalty: 1349.319580
	Iteration 0F: 2 clusters Score -336401.8 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 1978 members 
Entering Unmasked Estep 
Score: -333035.156250 Penalty: 2698.639160
	Iteration 0F: 3 clusters Score -333035.2 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -333982.437500 Penalty: 2698.639160
	Iteration 1F: 3 clusters Score -333982.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -334187.093750 Penalty: 2698.639160
	Iteration 2F: 3 clusters Score -334187.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -334348.000000 Penalty: 2698.639160
	Iteration 3F: 3 clusters Score -334348 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -334461.218750 Penalty: 2698.639160
	Iteration 4Q: 3 clusters Score -334461.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -334550.062500 Penalty: 2698.639160
	Iteration 5Q: 3 clusters Score -334550.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -334639.218750 Penalty: 2698.639160
	Iteration 6Q: 3 clusters Score -334639.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -334739.656250 Penalty: 2698.639160
	Iteration 7Q: 3 clusters Score -334739.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -334888.343750 Penalty: 2698.639160
	Iteration 8Q: 3 clusters Score -334888.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -335126.656250 Penalty: 2698.639160
	Iteration 9Q: 3 clusters Score -335126.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -335383.375000 Penalty: 2698.639160
	Iteration 10F: 3 clusters Score -335383.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -335651.062500 Penalty: 2698.639160
	Iteration 11F: 3 clusters Score -335651.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -335837.500000 Penalty: 2698.639160
	Iteration 12Q: 3 clusters Score -335837.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -335959.906250 Penalty: 2698.639160
	Iteration 13Q: 3 clusters Score -335959.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -336069.312500 Penalty: 2698.639160
	Iteration 14Q: 3 clusters Score -336069.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -336193.968750 Penalty: 2698.639160
	Iteration 15Q: 3 clusters Score -336194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -336267.656250 Penalty: 2698.639160
	Iteration 16Q: 3 clusters Score -336267.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -336304.906250 Penalty: 2698.639160
	Iteration 17Q: 3 clusters Score -336304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -336321.218750 Penalty: 2698.639160
	Iteration 18Q: 3 clusters Score -336321.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -336337.687500 Penalty: 2698.639160
	Iteration 19Q: 3 clusters Score -336337.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -336350.625000 Penalty: 2698.639160
	Iteration 20F: 3 clusters Score -336350.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -336362.625000 Penalty: 2698.639160
	Iteration 21Q: 3 clusters Score -336362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -336367.625000 Penalty: 2698.639160
	Iteration 22Q: 3 clusters Score -336367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -336368.468750 Penalty: 2698.639160
	Iteration 23Q: 3 clusters Score -336368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -336368.875000 Penalty: 2698.639160
	Iteration 24Q: 3 clusters Score -336368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -336369.687500 Penalty: 2698.639160
	Iteration 25Q: 3 clusters Score -336369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -336370.593750 Penalty: 2698.639160
	Iteration 26Q: 3 clusters Score -336370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -336370.531250 Penalty: 2698.639160
	Iteration 27Q: 3 clusters Score -336370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -336370.906250 Penalty: 2698.639160
	Iteration 28Q: 3 clusters Score -336370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -336370.906250 Penalty: 2698.639160
	Iteration 29F: 3 clusters Score -336370.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Entering Unmasked Estep 
Score: -1335841.125000 Penalty: 1560.814697
	Iteration 0F: 2 clusters Score -1335841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1325562.375000 Penalty: 3121.629395
	Iteration 0F: 3 clusters Score -1325562 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1329261.375000 Penalty: 3121.629395
	Iteration 1F: 3 clusters Score -1329261 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1329715.750000 Penalty: 3121.629395
	Iteration 2F: 3 clusters Score -1329716 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1330179.625000 Penalty: 3121.629395
	Iteration 3F: 3 clusters Score -1330180 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1330739.625000 Penalty: 3121.629395
	Iteration 4F: 3 clusters Score -1330740 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1331339.625000 Penalty: 3121.629395
	Iteration 5F: 3 clusters Score -1331340 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1331920.250000 Penalty: 3121.629395
	Iteration 6F: 3 clusters Score -1331920 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1332515.125000 Penalty: 3121.629395
	Iteration 7F: 3 clusters Score -1332515 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1333015.250000 Penalty: 3121.629395
	Iteration 8F: 3 clusters Score -1333015 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1333373.500000 Penalty: 3121.629395
	Iteration 9Q: 3 clusters Score -1333374 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1333602.750000 Penalty: 3121.629395
	Iteration 10Q: 3 clusters Score -1333603 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1333803.000000 Penalty: 3121.629395
	Iteration 11Q: 3 clusters Score -1333803 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1334027.500000 Penalty: 3121.629395
	Iteration 12Q: 3 clusters Score -1334028 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1334295.375000 Penalty: 3121.629395
	Iteration 13Q: 3 clusters Score -1334295 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1334547.875000 Penalty: 3121.629395
	Iteration 14Q: 3 clusters Score -1334548 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1334693.875000 Penalty: 3121.629395
	Iteration 15Q: 3 clusters Score -1334694 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1334792.375000 Penalty: 3121.629395
	Iteration 16Q: 3 clusters Score -1334792 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1334856.125000 Penalty: 3121.629395
	Iteration 17Q: 3 clusters Score -1334856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1334899.375000 Penalty: 3121.629395
	Iteration 18Q: 3 clusters Score -1334899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1334928.000000 Penalty: 3121.629395
	Iteration 19Q: 3 clusters Score -1334928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1334949.000000 Penalty: 3121.629395
	Iteration 20F: 3 clusters Score -1334949 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1334967.250000 Penalty: 3121.629395
	Iteration 21Q: 3 clusters Score -1334967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1334975.375000 Penalty: 3121.629395
	Iteration 22Q: 3 clusters Score -1334975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1334989.375000 Penalty: 3121.629395
	Iteration 23Q: 3 clusters Score -1334989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1334989.750000 Penalty: 3121.629395
	Iteration 24Q: 3 clusters Score -1334990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1334996.000000 Penalty: 3121.629395
	Iteration 25Q: 3 clusters Score -1334996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1335004.625000 Penalty: 3121.629395
	Iteration 26Q: 3 clusters Score -1335005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1335007.250000 Penalty: 3121.629395
	Iteration 27Q: 3 clusters Score -1335007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1335009.125000 Penalty: 3121.629395
	Iteration 28Q: 3 clusters Score -1335009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1335011.000000 Penalty: 3121.629395
	Iteration 29Q: 3 clusters Score -1335011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1335011.125000 Penalty: 3121.629395
	Iteration 30Q: 3 clusters Score -1335011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1335012.875000 Penalty: 3121.629395
	Iteration 31Q: 3 clusters Score -1335013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1335016.500000 Penalty: 3121.629395
	Iteration 32Q: 3 clusters Score -1335016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1335016.125000 Penalty: 3121.629395
	Iteration 33Q: 3 clusters Score -1335016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1335023.625000 Penalty: 3121.629395
	Iteration 34Q: 3 clusters Score -1335024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1335025.125000 Penalty: 3121.629395
	Iteration 35Q: 3 clusters Score -1335025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1335022.500000 Penalty: 3121.629395
	Iteration 36Q: 3 clusters Score -1335022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1335024.375000 Penalty: 3121.629395
	Iteration 37Q: 3 clusters Score -1335024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1335029.750000 Penalty: 3121.629395
	Iteration 38Q: 3 clusters Score -1335030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1335030.250000 Penalty: 3121.629395
	Iteration 39Q: 3 clusters Score -1335030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1335035.750000 Penalty: 3121.629395
	Iteration 40F: 3 clusters Score -1335036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1335033.625000 Penalty: 3121.629395
	Iteration 41Q: 3 clusters Score -1335034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1335038.875000 Penalty: 3121.629395
	Iteration 42Q: 3 clusters Score -1335039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1335038.750000 Penalty: 3121.629395
	Iteration 43Q: 3 clusters Score -1335039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1335043.250000 Penalty: 3121.629395
	Iteration 44Q: 3 clusters Score -1335043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1335047.125000 Penalty: 3121.629395
	Iteration 45Q: 3 clusters Score -1335047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1335044.875000 Penalty: 3121.629395
	Iteration 46Q: 3 clusters Score -1335045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1335047.625000 Penalty: 3121.629395
	Iteration 47Q: 3 clusters Score -1335048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1335048.875000 Penalty: 3121.629395
	Iteration 48Q: 3 clusters Score -1335049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1335048.875000 Penalty: 3121.629395
	Iteration 49Q: 3 clusters Score -1335049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1335049.250000 Penalty: 3121.629395
	Iteration 50Q: 3 clusters Score -1335049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1335050.750000 Penalty: 3121.629395
	Iteration 51Q: 3 clusters Score -1335051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1335051.000000 Penalty: 3121.629395
	Iteration 52Q: 3 clusters Score -1335051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1335047.250000 Penalty: 3121.629395
	Iteration 53Q: 3 clusters Score -1335047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1335046.875000 Penalty: 3121.629395
	Iteration 54Q: 3 clusters Score -1335047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1335046.750000 Penalty: 3121.629395
	Iteration 55Q: 3 clusters Score -1335047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1335050.375000 Penalty: 3121.629395
	Iteration 56Q: 3 clusters Score -1335050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1335051.625000 Penalty: 3121.629395
	Iteration 57Q: 3 clusters Score -1335052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1335051.000000 Penalty: 3121.629395
	Iteration 58Q: 3 clusters Score -1335051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1335054.500000 Penalty: 3121.629395
	Iteration 59Q: 3 clusters Score -1335054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1335055.250000 Penalty: 3121.629395
	Iteration 60F: 3 clusters Score -1335055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1335056.125000 Penalty: 3121.629395
	Iteration 61Q: 3 clusters Score -1335056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1335056.125000 Penalty: 3121.629395
	Iteration 62F: 3 clusters Score -1335056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -540482.625000 Penalty: 1417.657227
	Iteration 0F: 2 clusters Score -540482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -535788.000000 Penalty: 2835.314453
	Iteration 0F: 3 clusters Score -535788 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -537130.625000 Penalty: 2835.314453
	Iteration 1F: 3 clusters Score -537130.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -537365.062500 Penalty: 2835.314453
	Iteration 2F: 3 clusters Score -537365.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -537551.062500 Penalty: 2835.314453
	Iteration 3F: 3 clusters Score -537551.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -537740.562500 Penalty: 2835.314453
	Iteration 4F: 3 clusters Score -537740.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -537991.812500 Penalty: 2835.314453
	Iteration 5F: 3 clusters Score -537991.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -538232.937500 Penalty: 2835.314453
	Iteration 6F: 3 clusters Score -538232.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -538482.500000 Penalty: 2835.314453
	Iteration 7F: 3 clusters Score -538482.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -538767.250000 Penalty: 2835.314453
	Iteration 8F: 3 clusters Score -538767.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -539011.500000 Penalty: 2835.314453
	Iteration 9Q: 3 clusters Score -539011.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -539227.750000 Penalty: 2835.314453
	Iteration 10Q: 3 clusters Score -539227.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -539412.937500 Penalty: 2835.314453
	Iteration 11Q: 3 clusters Score -539412.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -539574.625000 Penalty: 2835.314453
	Iteration 12Q: 3 clusters Score -539574.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -539670.250000 Penalty: 2835.314453
	Iteration 13Q: 3 clusters Score -539670.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -539722.937500 Penalty: 2835.314453
	Iteration 14Q: 3 clusters Score -539722.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -539755.250000 Penalty: 2835.314453
	Iteration 15Q: 3 clusters Score -539755.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -539786.937500 Penalty: 2835.314453
	Iteration 16Q: 3 clusters Score -539786.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -539808.750000 Penalty: 2835.314453
	Iteration 17Q: 3 clusters Score -539808.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -539825.062500 Penalty: 2835.314453
	Iteration 18Q: 3 clusters Score -539825.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -539838.687500 Penalty: 2835.314453
	Iteration 19Q: 3 clusters Score -539838.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -539845.437500 Penalty: 2835.314453
	Iteration 20F: 3 clusters Score -539845.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -539853.250000 Penalty: 2835.314453
	Iteration 21Q: 3 clusters Score -539853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -539861.187500 Penalty: 2835.314453
	Iteration 22Q: 3 clusters Score -539861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -539867.312500 Penalty: 2835.314453
	Iteration 23Q: 3 clusters Score -539867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -539870.437500 Penalty: 2835.314453
	Iteration 24Q: 3 clusters Score -539870.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -539876.437500 Penalty: 2835.314453
	Iteration 25Q: 3 clusters Score -539876.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -539880.875000 Penalty: 2835.314453
	Iteration 26Q: 3 clusters Score -539880.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -539885.937500 Penalty: 2835.314453
	Iteration 27Q: 3 clusters Score -539885.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -539894.687500 Penalty: 2835.314453
	Iteration 28Q: 3 clusters Score -539894.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -539898.625000 Penalty: 2835.314453
	Iteration 29Q: 3 clusters Score -539898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -539899.437500 Penalty: 2835.314453
	Iteration 30Q: 3 clusters Score -539899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -539899.437500 Penalty: 2835.314453
	Iteration 31Q: 3 clusters Score -539899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -539900.312500 Penalty: 2835.314453
	Iteration 32Q: 3 clusters Score -539900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -539903.125000 Penalty: 2835.314453
	Iteration 33Q: 3 clusters Score -539903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -539905.875000 Penalty: 2835.314453
	Iteration 34Q: 3 clusters Score -539905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -539905.687500 Penalty: 2835.314453
	Iteration 35Q: 3 clusters Score -539905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -539905.687500 Penalty: 2835.314453
	Iteration 36F: 3 clusters Score -539905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -64786.882812 Penalty: 1080.249390
	Iteration 0F: 2 clusters Score -64786.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63527.488281 Penalty: 2160.498779
	Iteration 0F: 3 clusters Score -63527.49 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63794.000000 Penalty: 2160.498779
	Iteration 1F: 3 clusters Score -63794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63879.414062 Penalty: 2160.498779
	Iteration 2F: 3 clusters Score -63879.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63930.175781 Penalty: 2160.498779
	Iteration 3Q: 3 clusters Score -63930.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63960.984375 Penalty: 2160.498779
	Iteration 4Q: 3 clusters Score -63960.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63991.101562 Penalty: 2160.498779
	Iteration 5Q: 3 clusters Score -63991.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64014.210938 Penalty: 2160.498779
	Iteration 6Q: 3 clusters Score -64014.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64031.160156 Penalty: 2160.498779
	Iteration 7Q: 3 clusters Score -64031.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64058.214844 Penalty: 2160.498779
	Iteration 8Q: 3 clusters Score -64058.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64108.414062 Penalty: 2160.498779
	Iteration 9Q: 3 clusters Score -64108.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64165.363281 Penalty: 2160.498779
	Iteration 10Q: 3 clusters Score -64165.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64199.515625 Penalty: 2160.498779
	Iteration 11Q: 3 clusters Score -64199.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64234.660156 Penalty: 2160.498779
	Iteration 12Q: 3 clusters Score -64234.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64296.894531 Penalty: 2160.498779
	Iteration 13Q: 3 clusters Score -64296.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64361.382812 Penalty: 2160.498779
	Iteration 14Q: 3 clusters Score -64361.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64448.300781 Penalty: 2160.498779
	Iteration 15Q: 3 clusters Score -64448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64555.597656 Penalty: 2160.498779
	Iteration 16Q: 3 clusters Score -64555.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64660.296875 Penalty: 2160.498779
	Iteration 17Q: 3 clusters Score -64660.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64692.976562 Penalty: 2160.498779
	Iteration 18Q: 3 clusters Score -64692.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64728.531250 Penalty: 2160.498779
	Iteration 19Q: 3 clusters Score -64728.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64758.609375 Penalty: 2160.498779
	Iteration 20F: 3 clusters Score -64758.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64773.285156 Penalty: 2160.498779
	Iteration 21Q: 3 clusters Score -64773.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64785.152344 Penalty: 2160.498779
	Iteration 22Q: 3 clusters Score -64785.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64797.683594 Penalty: 2160.498779
	Iteration 23Q: 3 clusters Score -64797.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64800.714844 Penalty: 2160.498779
	Iteration 24Q: 3 clusters Score -64800.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64800.714844 Penalty: 2160.498779
	Iteration 25F: 3 clusters Score -64800.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 184042 members 
Mstep: Class 3 contains 5215 members 
Mstep: Class 4 contains 49127 members 
Mstep: Class 5 contains 12506 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 170521 members 
Mstep: Class 14 contains 10929 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 14839 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 358 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41462 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 413 members 
Entering Unmasked Estep 
Score: -51560664.000000 Penalty: 49580.863281
Splitting cluster 18 changes total score from -51561652.000000 to -51560664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -169709.031250 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -169709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -167669.328125 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -167669.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -168109.546875 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -168109.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -168196.125000 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -168196.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -168246.859375 Penalty: 2456.178711
	Iteration 3Q: 3 clusters Score -168246.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -168277.234375 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -168277.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -168292.515625 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -168292.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -168310.937500 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -168310.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -168326.375000 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -168326.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -168340.578125 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -168340.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -168353.093750 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -168353.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -168363.812500 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -168363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -168372.531250 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -168372.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -168378.968750 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -168379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -168384.906250 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -168384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -168390.562500 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -168390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -168399.109375 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -168399.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -168407.656250 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -168407.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -168412.156250 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -168412.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -168418.484375 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -168418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -168423.437500 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -168423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -168428.640625 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -168428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -168431.578125 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -168431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -168434.531250 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -168434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -168438.218750 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -168438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -168441.609375 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -168441.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -168447.046875 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -168447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -168450.796875 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -168450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -168453.968750 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -168454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -168457.328125 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -168457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -168460.796875 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -168460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -168462.250000 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -168462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -168463.046875 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -168463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -168464.593750 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -168464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -168465.593750 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -168465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -168466.109375 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -168466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -168466.703125 Penalty: 2456.178711
	Iteration 35Q: 3 clusters Score -168466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -168467.625000 Penalty: 2456.178711
	Iteration 36Q: 3 clusters Score -168467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -168468.000000 Penalty: 2456.178711
	Iteration 37Q: 3 clusters Score -168468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -168469.703125 Penalty: 2456.178711
	Iteration 38Q: 3 clusters Score -168469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -168471.531250 Penalty: 2456.178711
	Iteration 39Q: 3 clusters Score -168471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -168473.375000 Penalty: 2456.178711
	Iteration 40F: 3 clusters Score -168473.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -168476.812500 Penalty: 2456.178711
	Iteration 41Q: 3 clusters Score -168476.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -168480.796875 Penalty: 2456.178711
	Iteration 42Q: 3 clusters Score -168480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -168485.375000 Penalty: 2456.178711
	Iteration 43Q: 3 clusters Score -168485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -168493.375000 Penalty: 2456.178711
	Iteration 44Q: 3 clusters Score -168493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -168502.031250 Penalty: 2456.178711
	Iteration 45Q: 3 clusters Score -168502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -168510.109375 Penalty: 2456.178711
	Iteration 46Q: 3 clusters Score -168510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -168517.296875 Penalty: 2456.178711
	Iteration 47Q: 3 clusters Score -168517.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -168525.515625 Penalty: 2456.178711
	Iteration 48Q: 3 clusters Score -168525.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -168538.734375 Penalty: 2456.178711
	Iteration 49Q: 3 clusters Score -168538.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -168559.078125 Penalty: 2456.178711
	Iteration 50Q: 3 clusters Score -168559.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -168573.953125 Penalty: 2456.178711
	Iteration 51Q: 3 clusters Score -168574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -168585.859375 Penalty: 2456.178711
	Iteration 52Q: 3 clusters Score -168585.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -168596.578125 Penalty: 2456.178711
	Iteration 53Q: 3 clusters Score -168596.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -168605.937500 Penalty: 2456.178711
	Iteration 54Q: 3 clusters Score -168605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -168611.765625 Penalty: 2456.178711
	Iteration 55Q: 3 clusters Score -168611.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -168620.343750 Penalty: 2456.178711
	Iteration 56Q: 3 clusters Score -168620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -168627.578125 Penalty: 2456.178711
	Iteration 57Q: 3 clusters Score -168627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -168635.875000 Penalty: 2456.178711
	Iteration 58Q: 3 clusters Score -168635.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -168642.781250 Penalty: 2456.178711
	Iteration 59Q: 3 clusters Score -168642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -168651.750000 Penalty: 2456.178711
	Iteration 60F: 3 clusters Score -168651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -168659.171875 Penalty: 2456.178711
	Iteration 61Q: 3 clusters Score -168659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -168666.406250 Penalty: 2456.178711
	Iteration 62Q: 3 clusters Score -168666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -168672.843750 Penalty: 2456.178711
	Iteration 63Q: 3 clusters Score -168672.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -168677.250000 Penalty: 2456.178711
	Iteration 64Q: 3 clusters Score -168677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -168685.171875 Penalty: 2456.178711
	Iteration 65Q: 3 clusters Score -168685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -168689.812500 Penalty: 2456.178711
	Iteration 66Q: 3 clusters Score -168689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -168693.375000 Penalty: 2456.178711
	Iteration 67Q: 3 clusters Score -168693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -168695.921875 Penalty: 2456.178711
	Iteration 68Q: 3 clusters Score -168695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -168697.234375 Penalty: 2456.178711
	Iteration 69Q: 3 clusters Score -168697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -168700.078125 Penalty: 2456.178711
	Iteration 70Q: 3 clusters Score -168700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -168700.718750 Penalty: 2456.178711
	Iteration 71Q: 3 clusters Score -168700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -168703.015625 Penalty: 2456.178711
	Iteration 72Q: 3 clusters Score -168703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -168705.812500 Penalty: 2456.178711
	Iteration 73Q: 3 clusters Score -168705.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -168708.875000 Penalty: 2456.178711
	Iteration 74Q: 3 clusters Score -168708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -168710.765625 Penalty: 2456.178711
	Iteration 75Q: 3 clusters Score -168710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -168714.734375 Penalty: 2456.178711
	Iteration 76Q: 3 clusters Score -168714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -168715.031250 Penalty: 2456.178711
	Iteration 77Q: 3 clusters Score -168715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -168715.031250 Penalty: 2456.178711
	Iteration 78F: 3 clusters Score -168715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -94188.351562 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -94188.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92667.000000 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -92667 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93075.382812 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -93075.38 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -93226.507812 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -93226.51 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -93337.398438 Penalty: 2295.490723
	Iteration 3F: 3 clusters Score -93337.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -93446.078125 Penalty: 2295.490723
	Iteration 4F: 3 clusters Score -93446.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -93593.742188 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -93593.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -93735.289062 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -93735.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -93827.484375 Penalty: 2295.490723
	Iteration 7F: 3 clusters Score -93827.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -93863.687500 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -93863.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -93881.156250 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -93881.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -93887.382812 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -93887.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -93896.367188 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -93896.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -93901.750000 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -93901.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -93902.523438 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -93902.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -93903.476562 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -93903.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -93904.062500 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -93904.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -93905.531250 Penalty: 2295.490723
	Iteration 16Q: 3 clusters Score -93905.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -93906.664062 Penalty: 2295.490723
	Iteration 17Q: 3 clusters Score -93906.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -93906.664062 Penalty: 2295.490723
	Iteration 18F: 3 clusters Score -93906.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -3760369.500000 Penalty: 1727.786621
	Iteration 0F: 2 clusters Score -3760370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3732867.000000 Penalty: 3455.573242
	Iteration 0F: 3 clusters Score -3732867 nChanged 19212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3743581.750000 Penalty: 3455.573242
	Iteration 1F: 3 clusters Score -3743582 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3744262.500000 Penalty: 3455.573242
	Iteration 2Q: 3 clusters Score -3744262 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3745083.250000 Penalty: 3455.573242
	Iteration 3Q: 3 clusters Score -3745083 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3746130.250000 Penalty: 3455.573242
	Iteration 4F: 3 clusters Score -3746130 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3747499.250000 Penalty: 3455.573242
	Iteration 5F: 3 clusters Score -3747499 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3749007.000000 Penalty: 3455.573242
	Iteration 6F: 3 clusters Score -3749007 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3750357.000000 Penalty: 3455.573242
	Iteration 7F: 3 clusters Score -3750357 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3751468.750000 Penalty: 3455.573242
	Iteration 8F: 3 clusters Score -3751469 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3752324.750000 Penalty: 3455.573242
	Iteration 9Q: 3 clusters Score -3752325 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3752993.000000 Penalty: 3455.573242
	Iteration 10Q: 3 clusters Score -3752993 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3753501.750000 Penalty: 3455.573242
	Iteration 11Q: 3 clusters Score -3753502 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3753957.500000 Penalty: 3455.573242
	Iteration 12Q: 3 clusters Score -3753958 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3754481.500000 Penalty: 3455.573242
	Iteration 13Q: 3 clusters Score -3754482 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3755078.500000 Penalty: 3455.573242
	Iteration 14Q: 3 clusters Score -3755078 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3755724.750000 Penalty: 3455.573242
	Iteration 15Q: 3 clusters Score -3755725 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3756434.750000 Penalty: 3455.573242
	Iteration 16Q: 3 clusters Score -3756435 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3757109.500000 Penalty: 3455.573242
	Iteration 17Q: 3 clusters Score -3757110 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3757647.000000 Penalty: 3455.573242
	Iteration 18Q: 3 clusters Score -3757647 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3758106.000000 Penalty: 3455.573242
	Iteration 19Q: 3 clusters Score -3758106 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3758391.750000 Penalty: 3455.573242
	Iteration 20F: 3 clusters Score -3758392 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3758561.000000 Penalty: 3455.573242
	Iteration 21Q: 3 clusters Score -3758561 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3758687.500000 Penalty: 3455.573242
	Iteration 22Q: 3 clusters Score -3758688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3758768.500000 Penalty: 3455.573242
	Iteration 23Q: 3 clusters Score -3758768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3758829.250000 Penalty: 3455.573242
	Iteration 24Q: 3 clusters Score -3758829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3758859.000000 Penalty: 3455.573242
	Iteration 25Q: 3 clusters Score -3758859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3758880.000000 Penalty: 3455.573242
	Iteration 26Q: 3 clusters Score -3758880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3758895.750000 Penalty: 3455.573242
	Iteration 27Q: 3 clusters Score -3758896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3758901.750000 Penalty: 3455.573242
	Iteration 28Q: 3 clusters Score -3758902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3758908.000000 Penalty: 3455.573242
	Iteration 29Q: 3 clusters Score -3758908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3758905.000000 Penalty: 3455.573242
	Iteration 30Q: 3 clusters Score -3758905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3758909.500000 Penalty: 3455.573242
	Iteration 31Q: 3 clusters Score -3758910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3758909.750000 Penalty: 3455.573242
	Iteration 32Q: 3 clusters Score -3758910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3758908.000000 Penalty: 3455.573242
	Iteration 33Q: 3 clusters Score -3758908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3758908.000000 Penalty: 3455.573242
	Iteration 34F: 3 clusters Score -3758908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -210785.937500 Penalty: 1281.671387
	Iteration 0F: 2 clusters Score -210785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -208356.203125 Penalty: 2563.342773
	Iteration 0F: 3 clusters Score -208356.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -209216.625000 Penalty: 2563.342773
	Iteration 1F: 3 clusters Score -209216.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -209583.718750 Penalty: 2563.342773
	Iteration 2F: 3 clusters Score -209583.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -210018.218750 Penalty: 2563.342773
	Iteration 3F: 3 clusters Score -210018.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -210613.156250 Penalty: 2563.342773
	Iteration 4F: 3 clusters Score -210613.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -211056.890625 Penalty: 2563.342773
	Iteration 5F: 3 clusters Score -211056.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -211269.812500 Penalty: 2563.342773
	Iteration 6Q: 3 clusters Score -211269.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211419.718750 Penalty: 2563.342773
	Iteration 7Q: 3 clusters Score -211419.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211555.671875 Penalty: 2563.342773
	Iteration 8Q: 3 clusters Score -211555.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -211671.109375 Penalty: 2563.342773
	Iteration 9Q: 3 clusters Score -211671.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -211721.218750 Penalty: 2563.342773
	Iteration 10Q: 3 clusters Score -211721.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211746.656250 Penalty: 2563.342773
	Iteration 11Q: 3 clusters Score -211746.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -211758.734375 Penalty: 2563.342773
	Iteration 12Q: 3 clusters Score -211758.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -211767.781250 Penalty: 2563.342773
	Iteration 13Q: 3 clusters Score -211767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -211779.328125 Penalty: 2563.342773
	Iteration 14Q: 3 clusters Score -211779.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -211796.609375 Penalty: 2563.342773
	Iteration 15Q: 3 clusters Score -211796.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -211819.515625 Penalty: 2563.342773
	Iteration 16Q: 3 clusters Score -211819.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -211829.703125 Penalty: 2563.342773
	Iteration 17Q: 3 clusters Score -211829.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -211834.890625 Penalty: 2563.342773
	Iteration 18Q: 3 clusters Score -211834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -211837.500000 Penalty: 2563.342773
	Iteration 19Q: 3 clusters Score -211837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -211840.046875 Penalty: 2563.342773
	Iteration 20F: 3 clusters Score -211840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -211840.828125 Penalty: 2563.342773
	Iteration 21Q: 3 clusters Score -211840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -211841.625000 Penalty: 2563.342773
	Iteration 22Q: 3 clusters Score -211841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -211842.421875 Penalty: 2563.342773
	Iteration 23Q: 3 clusters Score -211842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -211842.906250 Penalty: 2563.342773
	Iteration 24Q: 3 clusters Score -211842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -211843.812500 Penalty: 2563.342773
	Iteration 25Q: 3 clusters Score -211843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -211844.171875 Penalty: 2563.342773
	Iteration 26Q: 3 clusters Score -211844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -211845.140625 Penalty: 2563.342773
	Iteration 27Q: 3 clusters Score -211845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -211845.500000 Penalty: 2563.342773
	Iteration 28Q: 3 clusters Score -211845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -211847.140625 Penalty: 2563.342773
	Iteration 29Q: 3 clusters Score -211847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -211848.781250 Penalty: 2563.342773
	Iteration 30Q: 3 clusters Score -211848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -211850.156250 Penalty: 2563.342773
	Iteration 31Q: 3 clusters Score -211850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -211850.765625 Penalty: 2563.342773
	Iteration 32Q: 3 clusters Score -211850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -211850.765625 Penalty: 2563.342773
	Iteration 33F: 3 clusters Score -211850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 184042 members 
Mstep: Class 3 contains 5215 members 
Mstep: Class 4 contains 49127 members 
Mstep: Class 5 contains 12506 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 170521 members 
Mstep: Class 14 contains 10929 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 14839 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41462 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 1003 members 
Entering Unmasked Estep 
Score: -51561960.000000 Penalty: 49580.863281
Splitting cluster 22 changes total score from -51561652.000000 to -51561960.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 184042 members 
Mstep: Class 3 contains 5215 members 
Mstep: Class 4 contains 49127 members 
Mstep: Class 5 contains 12506 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 22212 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 14897 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 170521 members 
Mstep: Class 14 contains 10929 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 14839 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 41462 members 
Mstep: Class 22 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562340.000000 Penalty: 49580.863281
Iteration 79Q: 24 clusters Score -5.156234e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 184218 members 
Mstep: Class 3 contains 5212 members 
Mstep: Class 4 contains 49133 members 
Mstep: Class 5 contains 12657 members 
Mstep: Class 6 contains 7746 members 
Mstep: Class 7 contains 22190 members 
Mstep: Class 8 contains 5536 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 14581 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 170521 members 
Mstep: Class 14 contains 10938 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 14762 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 41459 members 
Mstep: Class 22 contains 1752 members 
Mstep: Class 23 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562748.000000 Penalty: 49580.863281
Iteration 80F: 24 clusters Score -5.156275e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 184333 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49138 members 
Mstep: Class 5 contains 12849 members 
Mstep: Class 6 contains 7753 members 
Mstep: Class 7 contains 22167 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 14272 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 170507 members 
Mstep: Class 14 contains 10943 members 
Mstep: Class 15 contains 4034 members 
Mstep: Class 16 contains 14729 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1156 members 
Mstep: Class 21 contains 41456 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563132.000000 Penalty: 49580.863281
Iteration 81Q: 24 clusters Score -5.156313e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 184467 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49128 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 7758 members 
Mstep: Class 7 contains 22134 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 8377 members 
Mstep: Class 10 contains 14008 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 170495 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 6138 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 1153 members 
Mstep: Class 21 contains 41451 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563316.000000 Penalty: 49580.863281
Iteration 82Q: 24 clusters Score -5.156332e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 184573 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49129 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 22109 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 8380 members 
Mstep: Class 10 contains 13765 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 13 contains 170471 members 
Mstep: Class 14 contains 10944 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 6135 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 41452 members 
Mstep: Class 22 contains 1818 members 
Mstep: Class 23 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563496.000000 Penalty: 49580.863281
Iteration 83Q: 24 clusters Score -5.15635e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 184657 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49139 members 
Mstep: Class 5 contains 13294 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 22081 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 8386 members 
Mstep: Class 10 contains 13545 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 5361 members 
Mstep: Class 13 contains 170459 members 
Mstep: Class 14 contains 10944 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 14726 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 41451 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563592.000000 Penalty: 49580.863281
Iteration 84Q: 24 clusters Score -5.156359e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 184728 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49133 members 
Mstep: Class 5 contains 13414 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 22062 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 8389 members 
Mstep: Class 10 contains 13351 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 170448 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 14731 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 41449 members 
Mstep: Class 22 contains 1827 members 
Mstep: Class 23 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563600.000000 Penalty: 49580.863281
Iteration 85Q: 24 clusters Score -5.15636e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 184775 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49132 members 
Mstep: Class 5 contains 13525 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 8391 members 
Mstep: Class 10 contains 13197 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 170437 members 
Mstep: Class 14 contains 10944 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 14732 members 
Mstep: Class 17 contains 6116 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 41448 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563724.000000 Penalty: 49580.863281
Iteration 86Q: 24 clusters Score -5.156372e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 184815 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49125 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 22025 members 
Mstep: Class 8 contains 5591 members 
Mstep: Class 9 contains 8392 members 
Mstep: Class 10 contains 13072 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 170422 members 
Mstep: Class 14 contains 10948 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 14740 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 41448 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563728.000000 Penalty: 49580.863281
Iteration 87Q: 24 clusters Score -5.156373e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 184832 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49126 members 
Mstep: Class 5 contains 13733 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 22008 members 
Mstep: Class 8 contains 5598 members 
Mstep: Class 9 contains 8397 members 
Mstep: Class 10 contains 12952 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 170409 members 
Mstep: Class 14 contains 10949 members 
Mstep: Class 15 contains 4037 members 
Mstep: Class 16 contains 14749 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563816.000000 Penalty: 49580.863281
Iteration 88Q: 24 clusters Score -5.156382e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 184839 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 49137 members 
Mstep: Class 5 contains 13819 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 21996 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 2041 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 170380 members 
Mstep: Class 14 contains 10950 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 14752 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563768.000000 Penalty: 49580.863281
Iteration 89Q: 24 clusters Score -5.156377e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 184869 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49141 members 
Mstep: Class 5 contains 13884 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 21987 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 12771 members 
Mstep: Class 11 contains 2029 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 170355 members 
Mstep: Class 14 contains 10951 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 14762 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563808.000000 Penalty: 49580.863281
Iteration 90Q: 24 clusters Score -5.156381e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 184907 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49141 members 
Mstep: Class 5 contains 13923 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 21979 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 8405 members 
Mstep: Class 10 contains 12703 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 170332 members 
Mstep: Class 14 contains 10950 members 
Mstep: Class 15 contains 4040 members 
Mstep: Class 16 contains 14772 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563852.000000 Penalty: 49580.863281
Iteration 91Q: 24 clusters Score -5.156385e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 184948 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49139 members 
Mstep: Class 5 contains 13951 members 
Mstep: Class 6 contains 7765 members 
Mstep: Class 7 contains 21968 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 8409 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 170301 members 
Mstep: Class 14 contains 10950 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14787 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563864.000000 Penalty: 49580.863281
Iteration 92Q: 24 clusters Score -5.156386e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 184982 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49136 members 
Mstep: Class 5 contains 13976 members 
Mstep: Class 6 contains 7765 members 
Mstep: Class 7 contains 21956 members 
Mstep: Class 8 contains 5621 members 
Mstep: Class 9 contains 8412 members 
Mstep: Class 10 contains 12599 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 170282 members 
Mstep: Class 14 contains 10950 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14805 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1197 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1839 members 
Mstep: Class 23 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563972.000000 Penalty: 49580.863281
Iteration 93Q: 24 clusters Score -5.156397e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 185035 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49137 members 
Mstep: Class 5 contains 13971 members 
Mstep: Class 6 contains 7767 members 
Mstep: Class 7 contains 21946 members 
Mstep: Class 8 contains 5621 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 170273 members 
Mstep: Class 14 contains 10951 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14822 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563948.000000 Penalty: 49580.863281
Iteration 94Q: 24 clusters Score -5.156395e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 185060 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49133 members 
Mstep: Class 5 contains 13991 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 21941 members 
Mstep: Class 8 contains 5623 members 
Mstep: Class 9 contains 8415 members 
Mstep: Class 10 contains 12521 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 170267 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14841 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563968.000000 Penalty: 49580.863281
Iteration 95Q: 24 clusters Score -5.156397e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 185074 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49131 members 
Mstep: Class 5 contains 14014 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 21936 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 8415 members 
Mstep: Class 10 contains 12487 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 5345 members 
Mstep: Class 13 contains 170267 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14856 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563964.000000 Penalty: 49580.863281
Iteration 96Q: 24 clusters Score -5.156396e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 185073 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49130 members 
Mstep: Class 5 contains 14030 members 
Mstep: Class 6 contains 7770 members 
Mstep: Class 7 contains 21934 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12471 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 170260 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14867 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563940.000000 Penalty: 49580.863281
Iteration 97Q: 24 clusters Score -5.156394e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 185076 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49128 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 7771 members 
Mstep: Class 7 contains 21932 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12458 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 5341 members 
Mstep: Class 13 contains 170259 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14880 members 
Mstep: Class 17 contains 6078 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563940.000000 Penalty: 49580.863281
Iteration 98Q: 24 clusters Score -5.156394e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 185061 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49128 members 
Mstep: Class 5 contains 14062 members 
Mstep: Class 6 contains 7774 members 
Mstep: Class 7 contains 21929 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12450 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 170251 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14887 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563884.000000 Penalty: 49580.863281
Iteration 99Q: 24 clusters Score -5.156388e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 185054 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49129 members 
Mstep: Class 5 contains 14095 members 
Mstep: Class 6 contains 7777 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 5629 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 12428 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 170247 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14896 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563860.000000 Penalty: 49580.863281
Iteration 100F: 24 clusters Score -5.156386e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 185046 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49130 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 7778 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 5631 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 12412 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 170241 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14908 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563892.000000 Penalty: 49580.863281
Iteration 101Q: 24 clusters Score -5.156389e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 185049 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49130 members 
Mstep: Class 5 contains 14132 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 5633 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 12396 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 170231 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14915 members 
Mstep: Class 17 contains 6053 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 1069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563888.000000 Penalty: 49580.863281
Iteration 102Q: 24 clusters Score -5.156389e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 185062 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49132 members 
Mstep: Class 5 contains 14126 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21923 members 
Mstep: Class 8 contains 5639 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170224 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14918 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563896.000000 Penalty: 49580.863281
Iteration 103Q: 24 clusters Score -5.15639e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 185075 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49135 members 
Mstep: Class 5 contains 14117 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21919 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 12384 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170220 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14918 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563904.000000 Penalty: 49580.863281
Iteration 104Q: 24 clusters Score -5.15639e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 185088 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49134 members 
Mstep: Class 5 contains 14108 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21917 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12379 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170218 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14920 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563952.000000 Penalty: 49580.863281
Iteration 105Q: 24 clusters Score -5.156395e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 185093 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49131 members 
Mstep: Class 5 contains 14107 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21916 members 
Mstep: Class 8 contains 5649 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12372 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170215 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14922 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1845 members 
Mstep: Class 23 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563972.000000 Penalty: 49580.863281
Iteration 106Q: 24 clusters Score -5.156397e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 185099 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49131 members 
Mstep: Class 5 contains 14102 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21916 members 
Mstep: Class 8 contains 5652 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12366 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170212 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14924 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1845 members 
Mstep: Class 23 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563996.000000 Penalty: 49580.863281
Iteration 107Q: 24 clusters Score -5.1564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 185110 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49130 members 
Mstep: Class 5 contains 14096 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21915 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12363 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170211 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14924 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564052.000000 Penalty: 49580.863281
Iteration 108Q: 24 clusters Score -5.156405e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 185119 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49130 members 
Mstep: Class 5 contains 14091 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12358 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170208 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14929 members 
Mstep: Class 17 contains 6048 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564020.000000 Penalty: 49580.863281
Iteration 109Q: 24 clusters Score -5.156402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 185122 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49131 members 
Mstep: Class 5 contains 14090 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12354 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170204 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14932 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564044.000000 Penalty: 49580.863281
Iteration 110Q: 24 clusters Score -5.156404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 185130 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49134 members 
Mstep: Class 5 contains 14088 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21913 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12348 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170198 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14935 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564000.000000 Penalty: 49580.863281
Iteration 111Q: 24 clusters Score -5.1564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 185138 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49132 members 
Mstep: Class 5 contains 14085 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21911 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12342 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170198 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14939 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564028.000000 Penalty: 49580.863281
Iteration 112Q: 24 clusters Score -5.156403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 185148 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49133 members 
Mstep: Class 5 contains 14081 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21910 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12337 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170196 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14941 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564068.000000 Penalty: 49580.863281
Iteration 113Q: 24 clusters Score -5.156407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 185154 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49132 members 
Mstep: Class 5 contains 14079 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21907 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170195 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14944 members 
Mstep: Class 17 contains 6044 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564076.000000 Penalty: 49580.863281
Iteration 114Q: 24 clusters Score -5.156408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185165 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49132 members 
Mstep: Class 5 contains 14072 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21906 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12331 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170194 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564064.000000 Penalty: 49580.863281
Iteration 115Q: 24 clusters Score -5.156406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 185178 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49132 members 
Mstep: Class 5 contains 14065 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21905 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12325 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170193 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14950 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564072.000000 Penalty: 49580.863281
Iteration 116Q: 24 clusters Score -5.156407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 185190 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49131 members 
Mstep: Class 5 contains 14058 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21904 members 
Mstep: Class 8 contains 5657 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12321 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170194 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14954 members 
Mstep: Class 17 contains 6035 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564100.000000 Penalty: 49580.863281
Iteration 117Q: 24 clusters Score -5.15641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185197 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49129 members 
Mstep: Class 5 contains 14051 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21904 members 
Mstep: Class 8 contains 5658 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12320 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170194 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14958 members 
Mstep: Class 17 contains 6032 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564092.000000 Penalty: 49580.863281
Iteration 118Q: 24 clusters Score -5.156409e+07 nChanged 30
Entering ConstructFrom: 
Score: -51564092.000000 Penalty: 49580.863281
Entering ConstructFrom: 
Trying to split cluster 1 (5659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Entering Unmasked Estep 
Score: -496756.343750 Penalty: 1404.162964
	Iteration 0F: 2 clusters Score -496756.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -492340.625000 Penalty: 2808.325928
	Iteration 0F: 3 clusters Score -492340.6 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -493645.718750 Penalty: 2808.325928
	Iteration 1F: 3 clusters Score -493645.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -493961.937500 Penalty: 2808.325928
	Iteration 2F: 3 clusters Score -493961.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -494359.281250 Penalty: 2808.325928
	Iteration 3F: 3 clusters Score -494359.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -494775.312500 Penalty: 2808.325928
	Iteration 4F: 3 clusters Score -494775.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -495100.781250 Penalty: 2808.325928
	Iteration 5F: 3 clusters Score -495100.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -495364.937500 Penalty: 2808.325928
	Iteration 6F: 3 clusters Score -495364.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -495530.218750 Penalty: 2808.325928
	Iteration 7F: 3 clusters Score -495530.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -495657.000000 Penalty: 2808.325928
	Iteration 8Q: 3 clusters Score -495657 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -495742.781250 Penalty: 2808.325928
	Iteration 9Q: 3 clusters Score -495742.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -495817.375000 Penalty: 2808.325928
	Iteration 10Q: 3 clusters Score -495817.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -495878.812500 Penalty: 2808.325928
	Iteration 11Q: 3 clusters Score -495878.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -495937.468750 Penalty: 2808.325928
	Iteration 12Q: 3 clusters Score -495937.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -495994.218750 Penalty: 2808.325928
	Iteration 13Q: 3 clusters Score -495994.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -496048.250000 Penalty: 2808.325928
	Iteration 14Q: 3 clusters Score -496048.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -496094.312500 Penalty: 2808.325928
	Iteration 15Q: 3 clusters Score -496094.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -496139.500000 Penalty: 2808.325928
	Iteration 16Q: 3 clusters Score -496139.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -496190.125000 Penalty: 2808.325928
	Iteration 17Q: 3 clusters Score -496190.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -496253.531250 Penalty: 2808.325928
	Iteration 18Q: 3 clusters Score -496253.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -496326.062500 Penalty: 2808.325928
	Iteration 19Q: 3 clusters Score -496326.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -496403.281250 Penalty: 2808.325928
	Iteration 20F: 3 clusters Score -496403.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -496475.812500 Penalty: 2808.325928
	Iteration 21Q: 3 clusters Score -496475.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -496530.156250 Penalty: 2808.325928
	Iteration 22Q: 3 clusters Score -496530.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -496574.906250 Penalty: 2808.325928
	Iteration 23Q: 3 clusters Score -496574.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -496611.093750 Penalty: 2808.325928
	Iteration 24Q: 3 clusters Score -496611.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -496642.250000 Penalty: 2808.325928
	Iteration 25Q: 3 clusters Score -496642.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -496665.812500 Penalty: 2808.325928
	Iteration 26Q: 3 clusters Score -496665.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -496689.937500 Penalty: 2808.325928
	Iteration 27Q: 3 clusters Score -496689.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -496709.343750 Penalty: 2808.325928
	Iteration 28Q: 3 clusters Score -496709.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -496725.781250 Penalty: 2808.325928
	Iteration 29Q: 3 clusters Score -496725.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -496735.781250 Penalty: 2808.325928
	Iteration 30Q: 3 clusters Score -496735.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -496747.625000 Penalty: 2808.325928
	Iteration 31Q: 3 clusters Score -496747.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -496759.968750 Penalty: 2808.325928
	Iteration 32Q: 3 clusters Score -496760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -496781.500000 Penalty: 2808.325928
	Iteration 33Q: 3 clusters Score -496781.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -496798.406250 Penalty: 2808.325928
	Iteration 34Q: 3 clusters Score -496798.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -496822.593750 Penalty: 2808.325928
	Iteration 35Q: 3 clusters Score -496822.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -496852.343750 Penalty: 2808.325928
	Iteration 36Q: 3 clusters Score -496852.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -496881.062500 Penalty: 2808.325928
	Iteration 37Q: 3 clusters Score -496881.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -496917.937500 Penalty: 2808.325928
	Iteration 38Q: 3 clusters Score -496917.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -496945.281250 Penalty: 2808.325928
	Iteration 39Q: 3 clusters Score -496945.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -496971.500000 Penalty: 2808.325928
	Iteration 40F: 3 clusters Score -496971.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -496978.312500 Penalty: 2808.325928
	Iteration 41Q: 3 clusters Score -496978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -496981.343750 Penalty: 2808.325928
	Iteration 42Q: 3 clusters Score -496981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -496981.843750 Penalty: 2808.325928
	Iteration 43Q: 3 clusters Score -496981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -496983.531250 Penalty: 2808.325928
	Iteration 44Q: 3 clusters Score -496983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -496983.968750 Penalty: 2808.325928
	Iteration 45Q: 3 clusters Score -496984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -496984.500000 Penalty: 2808.325928
	Iteration 46Q: 3 clusters Score -496984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -496984.625000 Penalty: 2808.325928
	Iteration 47Q: 3 clusters Score -496984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -496984.625000 Penalty: 2808.325928
	Iteration 48F: 3 clusters Score -496984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 185211 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49129 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21904 members 
Mstep: Class 8 contains 5660 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170189 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14961 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Mstep: Class 24 contains 946 members 
Entering Unmasked Estep 
Score: -51563528.000000 Penalty: 51736.554688
Splitting cluster 1 changes total score from -51564092.000000 to -51563528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (185211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185211 members 
Entering Unmasked Estep 
Score: -17375056.000000 Penalty: 1971.003418
	Iteration 0F: 2 clusters Score -1.737506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -17251050.000000 Penalty: 3942.006836
	Iteration 0F: 3 clusters Score -1.725105e+07 nChanged 89676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -17305736.000000 Penalty: 3942.006836
	Iteration 1F: 3 clusters Score -1.730574e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -17309862.000000 Penalty: 3942.006836
	Iteration 2Q: 3 clusters Score -1.730986e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 128407 members 
Entering Unmasked Estep 
Score: -17317876.000000 Penalty: 3942.006836
	Iteration 3F: 3 clusters Score -1.731788e+07 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 145040 members 
Entering Unmasked Estep 
Score: -17332172.000000 Penalty: 3942.006836
	Iteration 4F: 3 clusters Score -1.733217e+07 nChanged 17746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 162766 members 
Entering Unmasked Estep 
Score: -17350078.000000 Penalty: 3942.006836
	Iteration 5F: 3 clusters Score -1.735008e+07 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 176158 members 
Entering Unmasked Estep 
Score: -17364312.000000 Penalty: 3942.006836
	Iteration 6F: 3 clusters Score -1.736431e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 182465 members 
Entering Unmasked Estep 
Score: -17370800.000000 Penalty: 3942.006836
	Iteration 7Q: 3 clusters Score -1.73708e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 184409 members 
Entering Unmasked Estep 
Score: -17372648.000000 Penalty: 3942.006836
	Iteration 8Q: 3 clusters Score -1.737265e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 184862 members 
Entering Unmasked Estep 
Score: -17373116.000000 Penalty: 3942.006836
	Iteration 9Q: 3 clusters Score -1.737312e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 184966 members 
Entering Unmasked Estep 
Score: -17373244.000000 Penalty: 3942.006836
	Iteration 10Q: 3 clusters Score -1.737324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 184989 members 
Entering Unmasked Estep 
Score: -17373308.000000 Penalty: 3942.006836
	Iteration 11Q: 3 clusters Score -1.737331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 185001 members 
Entering Unmasked Estep 
Score: -17373342.000000 Penalty: 3942.006836
	Iteration 12Q: 3 clusters Score -1.737334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 185001 members 
Entering Unmasked Estep 
Score: -17373366.000000 Penalty: 3942.006836
	Iteration 13Q: 3 clusters Score -1.737337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185003 members 
Entering Unmasked Estep 
Score: -17373368.000000 Penalty: 3942.006836
	Iteration 14Q: 3 clusters Score -1.737337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -17373378.000000 Penalty: 3942.006836
	Iteration 15Q: 3 clusters Score -1.737338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185003 members 
Entering Unmasked Estep 
Score: -17373388.000000 Penalty: 3942.006836
	Iteration 16Q: 3 clusters Score -1.737339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -17373390.000000 Penalty: 3942.006836
	Iteration 17Q: 3 clusters Score -1.737339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 185005 members 
Entering Unmasked Estep 
Score: -17373404.000000 Penalty: 3942.006836
	Iteration 18Q: 3 clusters Score -1.73734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -17373402.000000 Penalty: 3942.006836
	Iteration 19Q: 3 clusters Score -1.73734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -17373402.000000 Penalty: 3942.006836
	Iteration 20F: 3 clusters Score -1.73734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -463487.656250 Penalty: 1390.698364
	Iteration 0F: 2 clusters Score -463487.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -459301.906250 Penalty: 2781.396729
	Iteration 0F: 3 clusters Score -459301.9 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -460428.125000 Penalty: 2781.396729
	Iteration 1F: 3 clusters Score -460428.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -460649.562500 Penalty: 2781.396729
	Iteration 2F: 3 clusters Score -460649.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -460841.843750 Penalty: 2781.396729
	Iteration 3F: 3 clusters Score -460841.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -461005.406250 Penalty: 2781.396729
	Iteration 4F: 3 clusters Score -461005.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -461181.718750 Penalty: 2781.396729
	Iteration 5F: 3 clusters Score -461181.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -461334.375000 Penalty: 2781.396729
	Iteration 6Q: 3 clusters Score -461334.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -461497.906250 Penalty: 2781.396729
	Iteration 7Q: 3 clusters Score -461497.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -461670.281250 Penalty: 2781.396729
	Iteration 8Q: 3 clusters Score -461670.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -461815.187500 Penalty: 2781.396729
	Iteration 9Q: 3 clusters Score -461815.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -461946.093750 Penalty: 2781.396729
	Iteration 10Q: 3 clusters Score -461946.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -462062.437500 Penalty: 2781.396729
	Iteration 11Q: 3 clusters Score -462062.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -462145.593750 Penalty: 2781.396729
	Iteration 12Q: 3 clusters Score -462145.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -462194.906250 Penalty: 2781.396729
	Iteration 13Q: 3 clusters Score -462194.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -462225.531250 Penalty: 2781.396729
	Iteration 14Q: 3 clusters Score -462225.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -462244.093750 Penalty: 2781.396729
	Iteration 15Q: 3 clusters Score -462244.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -462254.968750 Penalty: 2781.396729
	Iteration 16Q: 3 clusters Score -462255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -462263.312500 Penalty: 2781.396729
	Iteration 17Q: 3 clusters Score -462263.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -462270.750000 Penalty: 2781.396729
	Iteration 18Q: 3 clusters Score -462270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -462276.531250 Penalty: 2781.396729
	Iteration 19Q: 3 clusters Score -462276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -462285.968750 Penalty: 2781.396729
	Iteration 20F: 3 clusters Score -462286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -462295.968750 Penalty: 2781.396729
	Iteration 21Q: 3 clusters Score -462296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -462318.031250 Penalty: 2781.396729
	Iteration 22Q: 3 clusters Score -462318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -462331.375000 Penalty: 2781.396729
	Iteration 23Q: 3 clusters Score -462331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -462335.156250 Penalty: 2781.396729
	Iteration 24Q: 3 clusters Score -462335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -462338.468750 Penalty: 2781.396729
	Iteration 25Q: 3 clusters Score -462338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -462343.468750 Penalty: 2781.396729
	Iteration 26Q: 3 clusters Score -462343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -462349.218750 Penalty: 2781.396729
	Iteration 27Q: 3 clusters Score -462349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -462357.093750 Penalty: 2781.396729
	Iteration 28Q: 3 clusters Score -462357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -462359.312500 Penalty: 2781.396729
	Iteration 29Q: 3 clusters Score -462359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -462360.156250 Penalty: 2781.396729
	Iteration 30Q: 3 clusters Score -462360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -462360.656250 Penalty: 2781.396729
	Iteration 31Q: 3 clusters Score -462360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -462361.437500 Penalty: 2781.396729
	Iteration 32Q: 3 clusters Score -462361.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -462361.437500 Penalty: 2781.396729
	Iteration 33F: 3 clusters Score -462361.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Entering Unmasked Estep 
Score: -4562382.000000 Penalty: 1755.358276
	Iteration 0F: 2 clusters Score -4562382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -4529471.500000 Penalty: 3510.716553
	Iteration 0F: 3 clusters Score -4529472 nChanged 22884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4542582.500000 Penalty: 3510.716553
	Iteration 1F: 3 clusters Score -4542582 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4543198.000000 Penalty: 3510.716553
	Iteration 2Q: 3 clusters Score -4543198 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -4543971.000000 Penalty: 3510.716553
	Iteration 3Q: 3 clusters Score -4543971 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -4544868.000000 Penalty: 3510.716553
	Iteration 4Q: 3 clusters Score -4544868 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -4545974.500000 Penalty: 3510.716553
	Iteration 5Q: 3 clusters Score -4545974 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4547150.000000 Penalty: 3510.716553
	Iteration 6Q: 3 clusters Score -4547150 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4548409.500000 Penalty: 3510.716553
	Iteration 7F: 3 clusters Score -4548410 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -4549750.000000 Penalty: 3510.716553
	Iteration 8F: 3 clusters Score -4549750 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4550998.000000 Penalty: 3510.716553
	Iteration 9Q: 3 clusters Score -4550998 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4552154.000000 Penalty: 3510.716553
	Iteration 10Q: 3 clusters Score -4552154 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -4552931.500000 Penalty: 3510.716553
	Iteration 11Q: 3 clusters Score -4552932 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -4553413.000000 Penalty: 3510.716553
	Iteration 12Q: 3 clusters Score -4553413 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4553681.000000 Penalty: 3510.716553
	Iteration 13Q: 3 clusters Score -4553681 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4553854.000000 Penalty: 3510.716553
	Iteration 14Q: 3 clusters Score -4553854 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -4553976.500000 Penalty: 3510.716553
	Iteration 15Q: 3 clusters Score -4553976 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4554071.500000 Penalty: 3510.716553
	Iteration 16Q: 3 clusters Score -4554072 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4554170.000000 Penalty: 3510.716553
	Iteration 17Q: 3 clusters Score -4554170 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4554310.000000 Penalty: 3510.716553
	Iteration 18Q: 3 clusters Score -4554310 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4554449.000000 Penalty: 3510.716553
	Iteration 19Q: 3 clusters Score -4554449 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4554617.500000 Penalty: 3510.716553
	Iteration 20F: 3 clusters Score -4554618 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4554855.500000 Penalty: 3510.716553
	Iteration 21Q: 3 clusters Score -4554856 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4555104.000000 Penalty: 3510.716553
	Iteration 22Q: 3 clusters Score -4555104 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4555337.000000 Penalty: 3510.716553
	Iteration 23Q: 3 clusters Score -4555337 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4555595.500000 Penalty: 3510.716553
	Iteration 24Q: 3 clusters Score -4555596 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4555859.500000 Penalty: 3510.716553
	Iteration 25Q: 3 clusters Score -4555860 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4556140.500000 Penalty: 3510.716553
	Iteration 26Q: 3 clusters Score -4556140 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4556438.500000 Penalty: 3510.716553
	Iteration 27Q: 3 clusters Score -4556438 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4556686.000000 Penalty: 3510.716553
	Iteration 28Q: 3 clusters Score -4556686 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -4556979.500000 Penalty: 3510.716553
	Iteration 29Q: 3 clusters Score -4556980 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -4557290.500000 Penalty: 3510.716553
	Iteration 30Q: 3 clusters Score -4557290 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -4557586.000000 Penalty: 3510.716553
	Iteration 31Q: 3 clusters Score -4557586 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -4557868.500000 Penalty: 3510.716553
	Iteration 32Q: 3 clusters Score -4557868 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4558159.500000 Penalty: 3510.716553
	Iteration 33Q: 3 clusters Score -4558160 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -4558443.500000 Penalty: 3510.716553
	Iteration 34Q: 3 clusters Score -4558444 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -4558745.500000 Penalty: 3510.716553
	Iteration 35Q: 3 clusters Score -4558746 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -4559078.500000 Penalty: 3510.716553
	Iteration 36Q: 3 clusters Score -4559078 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -4559392.000000 Penalty: 3510.716553
	Iteration 37Q: 3 clusters Score -4559392 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -4559708.500000 Penalty: 3510.716553
	Iteration 38Q: 3 clusters Score -4559708 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -4559975.500000 Penalty: 3510.716553
	Iteration 39Q: 3 clusters Score -4559976 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -4560215.500000 Penalty: 3510.716553
	Iteration 40F: 3 clusters Score -4560216 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -4560385.000000 Penalty: 3510.716553
	Iteration 41Q: 3 clusters Score -4560385 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -4560496.500000 Penalty: 3510.716553
	Iteration 42Q: 3 clusters Score -4560496 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -4560567.500000 Penalty: 3510.716553
	Iteration 43Q: 3 clusters Score -4560568 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -4560629.000000 Penalty: 3510.716553
	Iteration 44Q: 3 clusters Score -4560629 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -4560664.000000 Penalty: 3510.716553
	Iteration 45Q: 3 clusters Score -4560664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -4560696.500000 Penalty: 3510.716553
	Iteration 46Q: 3 clusters Score -4560696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -4560718.500000 Penalty: 3510.716553
	Iteration 47Q: 3 clusters Score -4560718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -4560744.000000 Penalty: 3510.716553
	Iteration 48Q: 3 clusters Score -4560744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -4560767.500000 Penalty: 3510.716553
	Iteration 49Q: 3 clusters Score -4560768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -4560782.000000 Penalty: 3510.716553
	Iteration 50Q: 3 clusters Score -4560782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -4560783.500000 Penalty: 3510.716553
	Iteration 51Q: 3 clusters Score -4560784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -4560789.500000 Penalty: 3510.716553
	Iteration 52Q: 3 clusters Score -4560790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -4560805.500000 Penalty: 3510.716553
	Iteration 53Q: 3 clusters Score -4560806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -4560813.500000 Penalty: 3510.716553
	Iteration 54Q: 3 clusters Score -4560814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -4560821.000000 Penalty: 3510.716553
	Iteration 55Q: 3 clusters Score -4560821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -4560829.000000 Penalty: 3510.716553
	Iteration 56Q: 3 clusters Score -4560829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -4560832.000000 Penalty: 3510.716553
	Iteration 57Q: 3 clusters Score -4560832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -4560840.500000 Penalty: 3510.716553
	Iteration 58Q: 3 clusters Score -4560840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -4560836.500000 Penalty: 3510.716553
	Iteration 59Q: 3 clusters Score -4560836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -4560843.000000 Penalty: 3510.716553
	Iteration 60F: 3 clusters Score -4560843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -4560846.500000 Penalty: 3510.716553
	Iteration 61Q: 3 clusters Score -4560846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -4560847.000000 Penalty: 3510.716553
	Iteration 62Q: 3 clusters Score -4560847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -4560848.000000 Penalty: 3510.716553
	Iteration 63Q: 3 clusters Score -4560848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -4560849.000000 Penalty: 3510.716553
	Iteration 64Q: 3 clusters Score -4560849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -4560859.000000 Penalty: 3510.716553
	Iteration 65Q: 3 clusters Score -4560859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -4560853.000000 Penalty: 3510.716553
	Iteration 66Q: 3 clusters Score -4560853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -4560861.500000 Penalty: 3510.716553
	Iteration 67Q: 3 clusters Score -4560862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -4560872.000000 Penalty: 3510.716553
	Iteration 68Q: 3 clusters Score -4560872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -4560879.000000 Penalty: 3510.716553
	Iteration 69Q: 3 clusters Score -4560879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -4560887.000000 Penalty: 3510.716553
	Iteration 70Q: 3 clusters Score -4560887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -4560902.500000 Penalty: 3510.716553
	Iteration 71Q: 3 clusters Score -4560902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -4560905.000000 Penalty: 3510.716553
	Iteration 72Q: 3 clusters Score -4560905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -4560908.500000 Penalty: 3510.716553
	Iteration 73Q: 3 clusters Score -4560908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -4560906.000000 Penalty: 3510.716553
	Iteration 74Q: 3 clusters Score -4560906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -4560910.500000 Penalty: 3510.716553
	Iteration 75Q: 3 clusters Score -4560910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -4560911.500000 Penalty: 3510.716553
	Iteration 76Q: 3 clusters Score -4560912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -4560914.000000 Penalty: 3510.716553
	Iteration 77Q: 3 clusters Score -4560914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -4560913.000000 Penalty: 3510.716553
	Iteration 78Q: 3 clusters Score -4560913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -4560919.000000 Penalty: 3510.716553
	Iteration 79Q: 3 clusters Score -4560919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -4560927.000000 Penalty: 3510.716553
	Iteration 80F: 3 clusters Score -4560927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -4560933.000000 Penalty: 3510.716553
	Iteration 81Q: 3 clusters Score -4560933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -4560934.000000 Penalty: 3510.716553
	Iteration 82Q: 3 clusters Score -4560934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -4560934.000000 Penalty: 3510.716553
	Iteration 83Q: 3 clusters Score -4560934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -4560932.000000 Penalty: 3510.716553
	Iteration 84Q: 3 clusters Score -4560932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -4560932.000000 Penalty: 3510.716553
	Iteration 85Q: 3 clusters Score -4560932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -4560936.500000 Penalty: 3510.716553
	Iteration 86Q: 3 clusters Score -4560936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -4560936.500000 Penalty: 3510.716553
	Iteration 87Q: 3 clusters Score -4560936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -4560931.000000 Penalty: 3510.716553
	Iteration 88Q: 3 clusters Score -4560931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -4560934.500000 Penalty: 3510.716553
	Iteration 89Q: 3 clusters Score -4560934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -4560934.500000 Penalty: 3510.716553
	Iteration 90Q: 3 clusters Score -4560934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -4560934.500000 Penalty: 3510.716553
	Iteration 91F: 3 clusters Score -4560934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Entering Unmasked Estep 
Score: -1332906.125000 Penalty: 1551.809204
	Iteration 0F: 2 clusters Score -1332906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1323053.125000 Penalty: 3103.618408
	Iteration 0F: 3 clusters Score -1323053 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1326444.875000 Penalty: 3103.618408
	Iteration 1F: 3 clusters Score -1326445 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1326735.875000 Penalty: 3103.618408
	Iteration 2F: 3 clusters Score -1326736 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1327040.125000 Penalty: 3103.618408
	Iteration 3Q: 3 clusters Score -1327040 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1327432.500000 Penalty: 3103.618408
	Iteration 4F: 3 clusters Score -1327432 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1327921.375000 Penalty: 3103.618408
	Iteration 5F: 3 clusters Score -1327921 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1328492.750000 Penalty: 3103.618408
	Iteration 6F: 3 clusters Score -1328493 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1329140.000000 Penalty: 3103.618408
	Iteration 7F: 3 clusters Score -1329140 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1329841.250000 Penalty: 3103.618408
	Iteration 8F: 3 clusters Score -1329841 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1330365.750000 Penalty: 3103.618408
	Iteration 9Q: 3 clusters Score -1330366 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1330683.250000 Penalty: 3103.618408
	Iteration 10Q: 3 clusters Score -1330683 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1330886.375000 Penalty: 3103.618408
	Iteration 11Q: 3 clusters Score -1330886 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1331023.875000 Penalty: 3103.618408
	Iteration 12Q: 3 clusters Score -1331024 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1331142.250000 Penalty: 3103.618408
	Iteration 13Q: 3 clusters Score -1331142 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1331241.375000 Penalty: 3103.618408
	Iteration 14Q: 3 clusters Score -1331241 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1331322.125000 Penalty: 3103.618408
	Iteration 15Q: 3 clusters Score -1331322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1331402.125000 Penalty: 3103.618408
	Iteration 16Q: 3 clusters Score -1331402 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1331465.875000 Penalty: 3103.618408
	Iteration 17Q: 3 clusters Score -1331466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1331500.750000 Penalty: 3103.618408
	Iteration 18Q: 3 clusters Score -1331501 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1331533.875000 Penalty: 3103.618408
	Iteration 19Q: 3 clusters Score -1331534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1331557.625000 Penalty: 3103.618408
	Iteration 20F: 3 clusters Score -1331558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1331577.000000 Penalty: 3103.618408
	Iteration 21Q: 3 clusters Score -1331577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1331601.000000 Penalty: 3103.618408
	Iteration 22Q: 3 clusters Score -1331601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1331610.250000 Penalty: 3103.618408
	Iteration 23Q: 3 clusters Score -1331610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1331628.125000 Penalty: 3103.618408
	Iteration 24Q: 3 clusters Score -1331628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1331634.375000 Penalty: 3103.618408
	Iteration 25Q: 3 clusters Score -1331634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1331644.000000 Penalty: 3103.618408
	Iteration 26Q: 3 clusters Score -1331644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1331647.875000 Penalty: 3103.618408
	Iteration 27Q: 3 clusters Score -1331648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1331651.625000 Penalty: 3103.618408
	Iteration 28Q: 3 clusters Score -1331652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1331657.500000 Penalty: 3103.618408
	Iteration 29Q: 3 clusters Score -1331658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1331659.625000 Penalty: 3103.618408
	Iteration 30Q: 3 clusters Score -1331660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1331659.750000 Penalty: 3103.618408
	Iteration 31Q: 3 clusters Score -1331660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1331662.250000 Penalty: 3103.618408
	Iteration 32Q: 3 clusters Score -1331662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1331660.750000 Penalty: 3103.618408
	Iteration 33Q: 3 clusters Score -1331661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1331661.000000 Penalty: 3103.618408
	Iteration 34Q: 3 clusters Score -1331661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1331661.750000 Penalty: 3103.618408
	Iteration 35Q: 3 clusters Score -1331662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1331663.375000 Penalty: 3103.618408
	Iteration 36Q: 3 clusters Score -1331663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1331662.875000 Penalty: 3103.618408
	Iteration 37Q: 3 clusters Score -1331663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1331662.625000 Penalty: 3103.618408
	Iteration 38Q: 3 clusters Score -1331663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1331664.500000 Penalty: 3103.618408
	Iteration 39Q: 3 clusters Score -1331664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1331662.250000 Penalty: 3103.618408
	Iteration 40F: 3 clusters Score -1331662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1331663.875000 Penalty: 3103.618408
	Iteration 41Q: 3 clusters Score -1331664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1331663.125000 Penalty: 3103.618408
	Iteration 42Q: 3 clusters Score -1331663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1331663.625000 Penalty: 3103.618408
	Iteration 43Q: 3 clusters Score -1331664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1331666.375000 Penalty: 3103.618408
	Iteration 44Q: 3 clusters Score -1331666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1331664.625000 Penalty: 3103.618408
	Iteration 45Q: 3 clusters Score -1331665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1331665.750000 Penalty: 3103.618408
	Iteration 46Q: 3 clusters Score -1331666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1331665.750000 Penalty: 3103.618408
	Iteration 47Q: 3 clusters Score -1331666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1331666.125000 Penalty: 3103.618408
	Iteration 48Q: 3 clusters Score -1331666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1331669.750000 Penalty: 3103.618408
	Iteration 49Q: 3 clusters Score -1331670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1331674.000000 Penalty: 3103.618408
	Iteration 50Q: 3 clusters Score -1331674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1331676.500000 Penalty: 3103.618408
	Iteration 51Q: 3 clusters Score -1331676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1331679.875000 Penalty: 3103.618408
	Iteration 52Q: 3 clusters Score -1331680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1331680.125000 Penalty: 3103.618408
	Iteration 53Q: 3 clusters Score -1331680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1331683.625000 Penalty: 3103.618408
	Iteration 54Q: 3 clusters Score -1331684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1331685.000000 Penalty: 3103.618408
	Iteration 55Q: 3 clusters Score -1331685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1331687.500000 Penalty: 3103.618408
	Iteration 56Q: 3 clusters Score -1331688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1331687.500000 Penalty: 3103.618408
	Iteration 57F: 3 clusters Score -1331688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Entering Unmasked Estep 
Score: -721069.437500 Penalty: 1455.867188
	Iteration 0F: 2 clusters Score -721069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -715235.625000 Penalty: 2911.734375
	Iteration 0F: 3 clusters Score -715235.6 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -717140.625000 Penalty: 2911.734375
	Iteration 1F: 3 clusters Score -717140.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -717408.625000 Penalty: 2911.734375
	Iteration 2F: 3 clusters Score -717408.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -717593.187500 Penalty: 2911.734375
	Iteration 3F: 3 clusters Score -717593.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -717741.062500 Penalty: 2911.734375
	Iteration 4Q: 3 clusters Score -717741.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -717855.062500 Penalty: 2911.734375
	Iteration 5Q: 3 clusters Score -717855.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -717946.312500 Penalty: 2911.734375
	Iteration 6Q: 3 clusters Score -717946.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -718042.937500 Penalty: 2911.734375
	Iteration 7Q: 3 clusters Score -718042.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -718140.062500 Penalty: 2911.734375
	Iteration 8Q: 3 clusters Score -718140.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -718258.875000 Penalty: 2911.734375
	Iteration 9Q: 3 clusters Score -718258.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -718389.750000 Penalty: 2911.734375
	Iteration 10Q: 3 clusters Score -718389.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -718482.562500 Penalty: 2911.734375
	Iteration 11Q: 3 clusters Score -718482.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -718572.625000 Penalty: 2911.734375
	Iteration 12Q: 3 clusters Score -718572.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -718659.937500 Penalty: 2911.734375
	Iteration 13Q: 3 clusters Score -718659.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -718750.062500 Penalty: 2911.734375
	Iteration 14Q: 3 clusters Score -718750.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -718867.000000 Penalty: 2911.734375
	Iteration 15Q: 3 clusters Score -718867 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -718988.125000 Penalty: 2911.734375
	Iteration 16Q: 3 clusters Score -718988.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -719114.375000 Penalty: 2911.734375
	Iteration 17Q: 3 clusters Score -719114.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -719300.375000 Penalty: 2911.734375
	Iteration 18Q: 3 clusters Score -719300.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -719521.125000 Penalty: 2911.734375
	Iteration 19Q: 3 clusters Score -719521.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -719762.625000 Penalty: 2911.734375
	Iteration 20F: 3 clusters Score -719762.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -720058.250000 Penalty: 2911.734375
	Iteration 21Q: 3 clusters Score -720058.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -720351.312500 Penalty: 2911.734375
	Iteration 22Q: 3 clusters Score -720351.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -720609.875000 Penalty: 2911.734375
	Iteration 23Q: 3 clusters Score -720609.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -720800.625000 Penalty: 2911.734375
	Iteration 24Q: 3 clusters Score -720800.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -720905.250000 Penalty: 2911.734375
	Iteration 25Q: 3 clusters Score -720905.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -720957.750000 Penalty: 2911.734375
	Iteration 26Q: 3 clusters Score -720957.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -720980.312500 Penalty: 2911.734375
	Iteration 27Q: 3 clusters Score -720980.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -720992.000000 Penalty: 2911.734375
	Iteration 28Q: 3 clusters Score -720992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -721000.687500 Penalty: 2911.734375
	Iteration 29Q: 3 clusters Score -721000.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -721006.000000 Penalty: 2911.734375
	Iteration 30Q: 3 clusters Score -721006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -721012.312500 Penalty: 2911.734375
	Iteration 31Q: 3 clusters Score -721012.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -721014.312500 Penalty: 2911.734375
	Iteration 32Q: 3 clusters Score -721014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -721013.875000 Penalty: 2911.734375
	Iteration 33Q: 3 clusters Score -721013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -721018.187500 Penalty: 2911.734375
	Iteration 34Q: 3 clusters Score -721018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -721018.062500 Penalty: 2911.734375
	Iteration 35Q: 3 clusters Score -721018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -721017.625000 Penalty: 2911.734375
	Iteration 36Q: 3 clusters Score -721017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -721018.687500 Penalty: 2911.734375
	Iteration 37Q: 3 clusters Score -721018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -721019.687500 Penalty: 2911.734375
	Iteration 38Q: 3 clusters Score -721019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -721020.500000 Penalty: 2911.734375
	Iteration 39F: 3 clusters Score -721020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -721021.687500 Penalty: 2911.734375
	Iteration 40F: 3 clusters Score -721021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -721021.500000 Penalty: 2911.734375
	Iteration 41Q: 3 clusters Score -721021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -721021.062500 Penalty: 2911.734375
	Iteration 42Q: 3 clusters Score -721021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -721022.312500 Penalty: 2911.734375
	Iteration 43Q: 3 clusters Score -721022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -721023.562500 Penalty: 2911.734375
	Iteration 44Q: 3 clusters Score -721023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -721025.875000 Penalty: 2911.734375
	Iteration 45Q: 3 clusters Score -721025.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -721027.187500 Penalty: 2911.734375
	Iteration 46Q: 3 clusters Score -721027.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -721030.375000 Penalty: 2911.734375
	Iteration 47Q: 3 clusters Score -721030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -721031.812500 Penalty: 2911.734375
	Iteration 48Q: 3 clusters Score -721031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -721031.875000 Penalty: 2911.734375
	Iteration 49Q: 3 clusters Score -721031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -721031.937500 Penalty: 2911.734375
	Iteration 50Q: 3 clusters Score -721031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -721031.937500 Penalty: 2911.734375
	Iteration 51F: 3 clusters Score -721031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Entering Unmasked Estep 
Score: -2088769.750000 Penalty: 1624.093994
	Iteration 0F: 2 clusters Score -2088770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2073893.250000 Penalty: 3248.187988
	Iteration 0F: 3 clusters Score -2073893 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2079247.625000 Penalty: 3248.187988
	Iteration 1F: 3 clusters Score -2079248 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2079550.625000 Penalty: 3248.187988
	Iteration 2Q: 3 clusters Score -2079551 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2079823.500000 Penalty: 3248.187988
	Iteration 3Q: 3 clusters Score -2079824 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2080122.375000 Penalty: 3248.187988
	Iteration 4Q: 3 clusters Score -2080122 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2080446.375000 Penalty: 3248.187988
	Iteration 5Q: 3 clusters Score -2080446 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2080810.875000 Penalty: 3248.187988
	Iteration 6Q: 3 clusters Score -2080811 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2081317.875000 Penalty: 3248.187988
	Iteration 7Q: 3 clusters Score -2081318 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2082008.500000 Penalty: 3248.187988
	Iteration 8F: 3 clusters Score -2082008 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2082941.125000 Penalty: 3248.187988
	Iteration 9F: 3 clusters Score -2082941 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2084026.500000 Penalty: 3248.187988
	Iteration 10F: 3 clusters Score -2084026 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2085163.750000 Penalty: 3248.187988
	Iteration 11F: 3 clusters Score -2085164 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2085986.125000 Penalty: 3248.187988
	Iteration 12Q: 3 clusters Score -2085986 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2086510.250000 Penalty: 3248.187988
	Iteration 13Q: 3 clusters Score -2086510 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2086844.375000 Penalty: 3248.187988
	Iteration 14Q: 3 clusters Score -2086844 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2087063.625000 Penalty: 3248.187988
	Iteration 15Q: 3 clusters Score -2087064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2087178.250000 Penalty: 3248.187988
	Iteration 16Q: 3 clusters Score -2087178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2087265.625000 Penalty: 3248.187988
	Iteration 17Q: 3 clusters Score -2087266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2087323.750000 Penalty: 3248.187988
	Iteration 18Q: 3 clusters Score -2087324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2087352.625000 Penalty: 3248.187988
	Iteration 19Q: 3 clusters Score -2087353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2087369.000000 Penalty: 3248.187988
	Iteration 20F: 3 clusters Score -2087369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2087377.750000 Penalty: 3248.187988
	Iteration 21Q: 3 clusters Score -2087378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2087382.375000 Penalty: 3248.187988
	Iteration 22Q: 3 clusters Score -2087382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2087384.875000 Penalty: 3248.187988
	Iteration 23Q: 3 clusters Score -2087385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2087381.875000 Penalty: 3248.187988
	Iteration 24Q: 3 clusters Score -2087382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2087385.625000 Penalty: 3248.187988
	Iteration 25Q: 3 clusters Score -2087386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2087389.375000 Penalty: 3248.187988
	Iteration 26Q: 3 clusters Score -2087389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2087392.750000 Penalty: 3248.187988
	Iteration 27Q: 3 clusters Score -2087393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2087391.125000 Penalty: 3248.187988
	Iteration 28Q: 3 clusters Score -2087391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2087391.125000 Penalty: 3248.187988
	Iteration 29F: 3 clusters Score -2087391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -497024.937500 Penalty: 1404.191650
	Iteration 0F: 2 clusters Score -497024.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -492661.187500 Penalty: 2808.383301
	Iteration 0F: 3 clusters Score -492661.2 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -494342.625000 Penalty: 2808.383301
	Iteration 1F: 3 clusters Score -494342.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -495064.000000 Penalty: 2808.383301
	Iteration 2F: 3 clusters Score -495064 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -495798.968750 Penalty: 2808.383301
	Iteration 3F: 3 clusters Score -495799 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -496363.000000 Penalty: 2808.383301
	Iteration 4F: 3 clusters Score -496363 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -496688.187500 Penalty: 2808.383301
	Iteration 5F: 3 clusters Score -496688.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -496842.656250 Penalty: 2808.383301
	Iteration 6Q: 3 clusters Score -496842.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -496927.406250 Penalty: 2808.383301
	Iteration 7Q: 3 clusters Score -496927.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -496973.031250 Penalty: 2808.383301
	Iteration 8Q: 3 clusters Score -496973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -497000.937500 Penalty: 2808.383301
	Iteration 9Q: 3 clusters Score -497000.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -497027.500000 Penalty: 2808.383301
	Iteration 10Q: 3 clusters Score -497027.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -497041.718750 Penalty: 2808.383301
	Iteration 11Q: 3 clusters Score -497041.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -497048.125000 Penalty: 2808.383301
	Iteration 12Q: 3 clusters Score -497048.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -497058.218750 Penalty: 2808.383301
	Iteration 13Q: 3 clusters Score -497058.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -497065.875000 Penalty: 2808.383301
	Iteration 14Q: 3 clusters Score -497065.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -497074.375000 Penalty: 2808.383301
	Iteration 15Q: 3 clusters Score -497074.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -497080.031250 Penalty: 2808.383301
	Iteration 16Q: 3 clusters Score -497080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -497083.312500 Penalty: 2808.383301
	Iteration 17Q: 3 clusters Score -497083.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -497091.125000 Penalty: 2808.383301
	Iteration 18Q: 3 clusters Score -497091.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -497095.281250 Penalty: 2808.383301
	Iteration 19Q: 3 clusters Score -497095.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -497100.906250 Penalty: 2808.383301
	Iteration 20F: 3 clusters Score -497100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -497103.875000 Penalty: 2808.383301
	Iteration 21Q: 3 clusters Score -497103.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -497104.687500 Penalty: 2808.383301
	Iteration 22Q: 3 clusters Score -497104.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -497105.093750 Penalty: 2808.383301
	Iteration 23Q: 3 clusters Score -497105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -497106.000000 Penalty: 2808.383301
	Iteration 24Q: 3 clusters Score -497106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -497106.156250 Penalty: 2808.383301
	Iteration 25Q: 3 clusters Score -497106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -497106.156250 Penalty: 2808.383301
	Iteration 26F: 3 clusters Score -497106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185211 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49129 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21904 members 
Mstep: Class 8 contains 4184 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170189 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14961 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Mstep: Class 24 contains 1476 members 
Entering Unmasked Estep 
Score: -51563376.000000 Penalty: 51736.554688
Splitting cluster 8 changes total score from -51564092.000000 to -51563376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -684183.812500 Penalty: 1468.599243
	Iteration 0F: 2 clusters Score -684183.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -678004.312500 Penalty: 2937.198486
	Iteration 0F: 3 clusters Score -678004.3 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -679982.750000 Penalty: 2937.198486
	Iteration 1F: 3 clusters Score -679982.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -680297.437500 Penalty: 2937.198486
	Iteration 2F: 3 clusters Score -680297.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -680568.625000 Penalty: 2937.198486
	Iteration 3F: 3 clusters Score -680568.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -680833.062500 Penalty: 2937.198486
	Iteration 4F: 3 clusters Score -680833.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -681106.312500 Penalty: 2937.198486
	Iteration 5F: 3 clusters Score -681106.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -681395.312500 Penalty: 2937.198486
	Iteration 6F: 3 clusters Score -681395.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -681620.625000 Penalty: 2937.198486
	Iteration 7Q: 3 clusters Score -681620.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -681833.625000 Penalty: 2937.198486
	Iteration 8Q: 3 clusters Score -681833.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -682016.375000 Penalty: 2937.198486
	Iteration 9Q: 3 clusters Score -682016.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -682167.562500 Penalty: 2937.198486
	Iteration 10Q: 3 clusters Score -682167.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -682289.937500 Penalty: 2937.198486
	Iteration 11Q: 3 clusters Score -682289.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -682406.375000 Penalty: 2937.198486
	Iteration 12Q: 3 clusters Score -682406.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -682505.250000 Penalty: 2937.198486
	Iteration 13Q: 3 clusters Score -682505.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -682617.312500 Penalty: 2937.198486
	Iteration 14Q: 3 clusters Score -682617.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -682701.062500 Penalty: 2937.198486
	Iteration 15Q: 3 clusters Score -682701.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -682782.312500 Penalty: 2937.198486
	Iteration 16Q: 3 clusters Score -682782.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -682853.937500 Penalty: 2937.198486
	Iteration 17Q: 3 clusters Score -682853.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -682916.625000 Penalty: 2937.198486
	Iteration 18Q: 3 clusters Score -682916.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -682976.812500 Penalty: 2937.198486
	Iteration 19Q: 3 clusters Score -682976.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -683019.562500 Penalty: 2937.198486
	Iteration 20F: 3 clusters Score -683019.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -683054.687500 Penalty: 2937.198486
	Iteration 21Q: 3 clusters Score -683054.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -683076.000000 Penalty: 2937.198486
	Iteration 22Q: 3 clusters Score -683076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -683094.687500 Penalty: 2937.198486
	Iteration 23Q: 3 clusters Score -683094.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -683136.625000 Penalty: 2937.198486
	Iteration 24Q: 3 clusters Score -683136.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -683172.062500 Penalty: 2937.198486
	Iteration 25Q: 3 clusters Score -683172.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -683190.500000 Penalty: 2937.198486
	Iteration 26Q: 3 clusters Score -683190.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -683207.062500 Penalty: 2937.198486
	Iteration 27Q: 3 clusters Score -683207.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -683216.375000 Penalty: 2937.198486
	Iteration 28Q: 3 clusters Score -683216.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -683227.375000 Penalty: 2937.198486
	Iteration 29Q: 3 clusters Score -683227.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -683235.875000 Penalty: 2937.198486
	Iteration 30Q: 3 clusters Score -683235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -683241.437500 Penalty: 2937.198486
	Iteration 31Q: 3 clusters Score -683241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -683245.937500 Penalty: 2937.198486
	Iteration 32Q: 3 clusters Score -683245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -683247.625000 Penalty: 2937.198486
	Iteration 33Q: 3 clusters Score -683247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -683252.312500 Penalty: 2937.198486
	Iteration 34Q: 3 clusters Score -683252.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -683256.750000 Penalty: 2937.198486
	Iteration 35Q: 3 clusters Score -683256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -683263.187500 Penalty: 2937.198486
	Iteration 36Q: 3 clusters Score -683263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -683266.125000 Penalty: 2937.198486
	Iteration 37Q: 3 clusters Score -683266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -683268.875000 Penalty: 2937.198486
	Iteration 38Q: 3 clusters Score -683268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -683272.312500 Penalty: 2937.198486
	Iteration 39Q: 3 clusters Score -683272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -683280.000000 Penalty: 2937.198486
	Iteration 40F: 3 clusters Score -683280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -683289.125000 Penalty: 2937.198486
	Iteration 41Q: 3 clusters Score -683289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -683303.375000 Penalty: 2937.198486
	Iteration 42Q: 3 clusters Score -683303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -683307.875000 Penalty: 2937.198486
	Iteration 43Q: 3 clusters Score -683307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -683311.062500 Penalty: 2937.198486
	Iteration 44Q: 3 clusters Score -683311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -683314.000000 Penalty: 2937.198486
	Iteration 45Q: 3 clusters Score -683314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -683315.062500 Penalty: 2937.198486
	Iteration 46Q: 3 clusters Score -683315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -683317.375000 Penalty: 2937.198486
	Iteration 47Q: 3 clusters Score -683317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -683317.000000 Penalty: 2937.198486
	Iteration 48Q: 3 clusters Score -683317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -683317.625000 Penalty: 2937.198486
	Iteration 49Q: 3 clusters Score -683317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -683319.375000 Penalty: 2937.198486
	Iteration 50Q: 3 clusters Score -683319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -683319.375000 Penalty: 2937.198486
	Iteration 51F: 3 clusters Score -683319.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Entering Unmasked Estep 
Score: -1163939.000000 Penalty: 1530.570923
	Iteration 0F: 2 clusters Score -1163939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1155392.750000 Penalty: 3061.141846
	Iteration 0F: 3 clusters Score -1155393 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1158185.250000 Penalty: 3061.141846
	Iteration 1F: 3 clusters Score -1158185 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1158549.875000 Penalty: 3061.141846
	Iteration 2F: 3 clusters Score -1158550 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1158911.500000 Penalty: 3061.141846
	Iteration 3F: 3 clusters Score -1158912 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1159342.000000 Penalty: 3061.141846
	Iteration 4F: 3 clusters Score -1159342 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1159860.000000 Penalty: 3061.141846
	Iteration 5F: 3 clusters Score -1159860 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1160502.625000 Penalty: 3061.141846
	Iteration 6F: 3 clusters Score -1160503 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1161130.000000 Penalty: 3061.141846
	Iteration 7F: 3 clusters Score -1161130 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1161637.875000 Penalty: 3061.141846
	Iteration 8Q: 3 clusters Score -1161638 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1162023.875000 Penalty: 3061.141846
	Iteration 9Q: 3 clusters Score -1162024 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1162249.750000 Penalty: 3061.141846
	Iteration 10Q: 3 clusters Score -1162250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1162403.625000 Penalty: 3061.141846
	Iteration 11Q: 3 clusters Score -1162404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1162491.500000 Penalty: 3061.141846
	Iteration 12Q: 3 clusters Score -1162492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1162539.000000 Penalty: 3061.141846
	Iteration 13Q: 3 clusters Score -1162539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1162569.250000 Penalty: 3061.141846
	Iteration 14Q: 3 clusters Score -1162569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1162587.000000 Penalty: 3061.141846
	Iteration 15Q: 3 clusters Score -1162587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1162598.000000 Penalty: 3061.141846
	Iteration 16Q: 3 clusters Score -1162598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1162612.250000 Penalty: 3061.141846
	Iteration 17Q: 3 clusters Score -1162612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1162621.875000 Penalty: 3061.141846
	Iteration 18Q: 3 clusters Score -1162622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1162636.375000 Penalty: 3061.141846
	Iteration 19Q: 3 clusters Score -1162636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1162645.500000 Penalty: 3061.141846
	Iteration 20F: 3 clusters Score -1162646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1162649.500000 Penalty: 3061.141846
	Iteration 21Q: 3 clusters Score -1162650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1162653.500000 Penalty: 3061.141846
	Iteration 22Q: 3 clusters Score -1162654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1162659.000000 Penalty: 3061.141846
	Iteration 23Q: 3 clusters Score -1162659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1162661.375000 Penalty: 3061.141846
	Iteration 24Q: 3 clusters Score -1162661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1162661.625000 Penalty: 3061.141846
	Iteration 25Q: 3 clusters Score -1162662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1162661.625000 Penalty: 3061.141846
	Iteration 26F: 3 clusters Score -1162662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -180374.906250 Penalty: 1234.984131
	Iteration 0F: 2 clusters Score -180374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -178304.281250 Penalty: 2469.968262
	Iteration 0F: 3 clusters Score -178304.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -178759.203125 Penalty: 2469.968262
	Iteration 1F: 3 clusters Score -178759.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -178845.375000 Penalty: 2469.968262
	Iteration 2F: 3 clusters Score -178845.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -178886.375000 Penalty: 2469.968262
	Iteration 3Q: 3 clusters Score -178886.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -178915.140625 Penalty: 2469.968262
	Iteration 4Q: 3 clusters Score -178915.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -178932.078125 Penalty: 2469.968262
	Iteration 5Q: 3 clusters Score -178932.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -178946.265625 Penalty: 2469.968262
	Iteration 6Q: 3 clusters Score -178946.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -178955.796875 Penalty: 2469.968262
	Iteration 7Q: 3 clusters Score -178955.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -178965.671875 Penalty: 2469.968262
	Iteration 8Q: 3 clusters Score -178965.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -178972.109375 Penalty: 2469.968262
	Iteration 9Q: 3 clusters Score -178972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -178976.781250 Penalty: 2469.968262
	Iteration 10Q: 3 clusters Score -178976.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -178981.812500 Penalty: 2469.968262
	Iteration 11Q: 3 clusters Score -178981.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -178993.187500 Penalty: 2469.968262
	Iteration 12Q: 3 clusters Score -178993.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -179004.250000 Penalty: 2469.968262
	Iteration 13Q: 3 clusters Score -179004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -179013.437500 Penalty: 2469.968262
	Iteration 14Q: 3 clusters Score -179013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -179027.390625 Penalty: 2469.968262
	Iteration 15Q: 3 clusters Score -179027.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -179045.906250 Penalty: 2469.968262
	Iteration 16Q: 3 clusters Score -179045.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -179060.468750 Penalty: 2469.968262
	Iteration 17Q: 3 clusters Score -179060.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -179078.656250 Penalty: 2469.968262
	Iteration 18Q: 3 clusters Score -179078.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -179089.296875 Penalty: 2469.968262
	Iteration 19Q: 3 clusters Score -179089.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -179105.234375 Penalty: 2469.968262
	Iteration 20F: 3 clusters Score -179105.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -179122.593750 Penalty: 2469.968262
	Iteration 21Q: 3 clusters Score -179122.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -179134.156250 Penalty: 2469.968262
	Iteration 22Q: 3 clusters Score -179134.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -179145.500000 Penalty: 2469.968262
	Iteration 23Q: 3 clusters Score -179145.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -179154.375000 Penalty: 2469.968262
	Iteration 24Q: 3 clusters Score -179154.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -179163.234375 Penalty: 2469.968262
	Iteration 25Q: 3 clusters Score -179163.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -179172.093750 Penalty: 2469.968262
	Iteration 26Q: 3 clusters Score -179172.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -179184.046875 Penalty: 2469.968262
	Iteration 27Q: 3 clusters Score -179184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -179199.859375 Penalty: 2469.968262
	Iteration 28Q: 3 clusters Score -179199.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -179219.125000 Penalty: 2469.968262
	Iteration 29Q: 3 clusters Score -179219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -179237.812500 Penalty: 2469.968262
	Iteration 30Q: 3 clusters Score -179237.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -179256.625000 Penalty: 2469.968262
	Iteration 31Q: 3 clusters Score -179256.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -179271.890625 Penalty: 2469.968262
	Iteration 32Q: 3 clusters Score -179271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -179288.718750 Penalty: 2469.968262
	Iteration 33Q: 3 clusters Score -179288.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -179309.578125 Penalty: 2469.968262
	Iteration 34Q: 3 clusters Score -179309.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -179329.468750 Penalty: 2469.968262
	Iteration 35Q: 3 clusters Score -179329.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -179346.812500 Penalty: 2469.968262
	Iteration 36Q: 3 clusters Score -179346.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -179360.328125 Penalty: 2469.968262
	Iteration 37Q: 3 clusters Score -179360.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -179372.562500 Penalty: 2469.968262
	Iteration 38Q: 3 clusters Score -179372.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -179385.250000 Penalty: 2469.968262
	Iteration 39Q: 3 clusters Score -179385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -179392.296875 Penalty: 2469.968262
	Iteration 40F: 3 clusters Score -179392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -179395.562500 Penalty: 2469.968262
	Iteration 41Q: 3 clusters Score -179395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -179396.281250 Penalty: 2469.968262
	Iteration 42Q: 3 clusters Score -179396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -179397.984375 Penalty: 2469.968262
	Iteration 43Q: 3 clusters Score -179398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -179401.859375 Penalty: 2469.968262
	Iteration 44Q: 3 clusters Score -179401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -179405.718750 Penalty: 2469.968262
	Iteration 45Q: 3 clusters Score -179405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -179407.796875 Penalty: 2469.968262
	Iteration 46Q: 3 clusters Score -179407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -179412.187500 Penalty: 2469.968262
	Iteration 47Q: 3 clusters Score -179412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -179417.468750 Penalty: 2469.968262
	Iteration 48Q: 3 clusters Score -179417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -179420.625000 Penalty: 2469.968262
	Iteration 49Q: 3 clusters Score -179420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -179422.328125 Penalty: 2469.968262
	Iteration 50Q: 3 clusters Score -179422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -179422.437500 Penalty: 2469.968262
	Iteration 51Q: 3 clusters Score -179422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -179422.437500 Penalty: 2469.968262
	Iteration 52F: 3 clusters Score -179422.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -503001.468750 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -503001.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -498794.500000 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -498794.5 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -499902.187500 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -499902.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -500075.562500 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -500075.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -500191.437500 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -500191.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -500274.968750 Penalty: 2789.347168
	Iteration 4Q: 3 clusters Score -500275 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -500343.000000 Penalty: 2789.347168
	Iteration 5Q: 3 clusters Score -500343 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -500418.468750 Penalty: 2789.347168
	Iteration 6Q: 3 clusters Score -500418.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -500495.000000 Penalty: 2789.347168
	Iteration 7Q: 3 clusters Score -500495 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -500583.156250 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -500583.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -500681.343750 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -500681.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -500778.250000 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -500778.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -500886.906250 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -500886.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -501010.718750 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -501010.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -501150.375000 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -501150.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -501264.406250 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -501264.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -501363.531250 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -501363.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -501435.468750 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -501435.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -501496.531250 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -501496.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -501536.062500 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -501536.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -501566.343750 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -501566.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -501590.187500 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -501590.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -501603.312500 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -501603.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -501610.062500 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -501610.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -501619.812500 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -501619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -501623.750000 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -501623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -501627.437500 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -501627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -501630.031250 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -501630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -501633.312500 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -501633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -501638.062500 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -501638.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -501641.718750 Penalty: 2789.347168
	Iteration 29Q: 3 clusters Score -501641.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -501643.750000 Penalty: 2789.347168
	Iteration 30Q: 3 clusters Score -501643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -501645.875000 Penalty: 2789.347168
	Iteration 31Q: 3 clusters Score -501645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -501647.031250 Penalty: 2789.347168
	Iteration 32Q: 3 clusters Score -501647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -501650.437500 Penalty: 2789.347168
	Iteration 33Q: 3 clusters Score -501650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -501650.281250 Penalty: 2789.347168
	Iteration 34Q: 3 clusters Score -501650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -501651.437500 Penalty: 2789.347168
	Iteration 35Q: 3 clusters Score -501651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -501651.437500 Penalty: 2789.347168
	Iteration 36F: 3 clusters Score -501651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170189 members 
Entering Unmasked Estep 
Score: -15194529.000000 Penalty: 1957.257935
	Iteration 0F: 2 clusters Score -1.519453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -15080110.000000 Penalty: 3914.515869
	Iteration 0F: 3 clusters Score -1.508011e+07 nChanged 82438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -15129187.000000 Penalty: 3914.515869
	Iteration 1F: 3 clusters Score -1.512919e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -15130352.000000 Penalty: 3914.515869
	Iteration 2Q: 3 clusters Score -1.513035e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -15131865.000000 Penalty: 3914.515869
	Iteration 3Q: 3 clusters Score -1.513186e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -15133987.000000 Penalty: 3914.515869
	Iteration 4Q: 3 clusters Score -1.513399e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101524 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -15137585.000000 Penalty: 3914.515869
	Iteration 5Q: 3 clusters Score -1.513758e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -15143027.000000 Penalty: 3914.515869
	Iteration 6F: 3 clusters Score -1.514303e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -15150711.000000 Penalty: 3914.515869
	Iteration 7F: 3 clusters Score -1.515071e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -15159766.000000 Penalty: 3914.515869
	Iteration 8F: 3 clusters Score -1.515977e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139201 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -15168029.000000 Penalty: 3914.515869
	Iteration 9F: 3 clusters Score -1.516803e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147093 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -15174658.000000 Penalty: 3914.515869
	Iteration 10Q: 3 clusters Score -1.517466e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -15179644.000000 Penalty: 3914.515869
	Iteration 11Q: 3 clusters Score -1.517964e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -15183399.000000 Penalty: 3914.515869
	Iteration 12Q: 3 clusters Score -1.51834e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161891 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -15186543.000000 Penalty: 3914.515869
	Iteration 13Q: 3 clusters Score -1.518654e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164628 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -15188732.000000 Penalty: 3914.515869
	Iteration 14Q: 3 clusters Score -1.518873e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -15190236.000000 Penalty: 3914.515869
	Iteration 15Q: 3 clusters Score -1.519024e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167895 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15191210.000000 Penalty: 3914.515869
	Iteration 16Q: 3 clusters Score -1.519121e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168730 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -15191821.000000 Penalty: 3914.515869
	Iteration 17Q: 3 clusters Score -1.519182e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169215 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -15192188.000000 Penalty: 3914.515869
	Iteration 18Q: 3 clusters Score -1.519219e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15192427.000000 Penalty: 3914.515869
	Iteration 19Q: 3 clusters Score -1.519243e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15192599.000000 Penalty: 3914.515869
	Iteration 20F: 3 clusters Score -1.51926e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169764 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15192690.000000 Penalty: 3914.515869
	Iteration 21Q: 3 clusters Score -1.519269e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169814 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -15192730.000000 Penalty: 3914.515869
	Iteration 22Q: 3 clusters Score -1.519273e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169842 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15192761.000000 Penalty: 3914.515869
	Iteration 23Q: 3 clusters Score -1.519276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169851 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15192774.000000 Penalty: 3914.515869
	Iteration 24Q: 3 clusters Score -1.519277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15192791.000000 Penalty: 3914.515869
	Iteration 25Q: 3 clusters Score -1.519279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -15192809.000000 Penalty: 3914.515869
	Iteration 26Q: 3 clusters Score -1.519281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169883 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15192815.000000 Penalty: 3914.515869
	Iteration 27Q: 3 clusters Score -1.519282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15192824.000000 Penalty: 3914.515869
	Iteration 28Q: 3 clusters Score -1.519282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169890 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15192824.000000 Penalty: 3914.515869
	Iteration 29Q: 3 clusters Score -1.519282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169895 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15192840.000000 Penalty: 3914.515869
	Iteration 30Q: 3 clusters Score -1.519284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15192845.000000 Penalty: 3914.515869
	Iteration 31Q: 3 clusters Score -1.519284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169898 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15192843.000000 Penalty: 3914.515869
	Iteration 32Q: 3 clusters Score -1.519284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169899 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15192842.000000 Penalty: 3914.515869
	Iteration 33Q: 3 clusters Score -1.519284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15192847.000000 Penalty: 3914.515869
	Iteration 34Q: 3 clusters Score -1.519285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15192843.000000 Penalty: 3914.515869
	Iteration 35Q: 3 clusters Score -1.519284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15192849.000000 Penalty: 3914.515869
	Iteration 36Q: 3 clusters Score -1.519285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15192856.000000 Penalty: 3914.515869
	Iteration 37Q: 3 clusters Score -1.519286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169905 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15192865.000000 Penalty: 3914.515869
	Iteration 38Q: 3 clusters Score -1.519286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15192857.000000 Penalty: 3914.515869
	Iteration 39Q: 3 clusters Score -1.519286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169908 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15192849.000000 Penalty: 3914.515869
	Iteration 40F: 3 clusters Score -1.519285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15192854.000000 Penalty: 3914.515869
	Iteration 41Q: 3 clusters Score -1.519285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15192854.000000 Penalty: 3914.515869
	Iteration 42F: 3 clusters Score -1.519285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Entering Unmasked Estep 
Score: -963377.062500 Penalty: 1511.516846
	Iteration 0F: 2 clusters Score -963377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -955602.625000 Penalty: 3023.033691
	Iteration 0F: 3 clusters Score -955602.6 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -958145.437500 Penalty: 3023.033691
	Iteration 1F: 3 clusters Score -958145.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -958545.875000 Penalty: 3023.033691
	Iteration 2F: 3 clusters Score -958545.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -959012.687500 Penalty: 3023.033691
	Iteration 3F: 3 clusters Score -959012.7 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -959478.812500 Penalty: 3023.033691
	Iteration 4F: 3 clusters Score -959478.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -959929.187500 Penalty: 3023.033691
	Iteration 5F: 3 clusters Score -959929.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -960453.000000 Penalty: 3023.033691
	Iteration 6F: 3 clusters Score -960453 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -960964.812500 Penalty: 3023.033691
	Iteration 7F: 3 clusters Score -960964.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -961440.937500 Penalty: 3023.033691
	Iteration 8Q: 3 clusters Score -961440.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -961784.375000 Penalty: 3023.033691
	Iteration 9Q: 3 clusters Score -961784.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -962041.187500 Penalty: 3023.033691
	Iteration 10Q: 3 clusters Score -962041.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -962235.125000 Penalty: 3023.033691
	Iteration 11Q: 3 clusters Score -962235.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -962439.750000 Penalty: 3023.033691
	Iteration 12Q: 3 clusters Score -962439.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -962602.125000 Penalty: 3023.033691
	Iteration 13Q: 3 clusters Score -962602.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -962674.562500 Penalty: 3023.033691
	Iteration 14Q: 3 clusters Score -962674.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -962711.312500 Penalty: 3023.033691
	Iteration 15Q: 3 clusters Score -962711.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -962738.750000 Penalty: 3023.033691
	Iteration 16Q: 3 clusters Score -962738.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -962751.500000 Penalty: 3023.033691
	Iteration 17Q: 3 clusters Score -962751.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -962763.750000 Penalty: 3023.033691
	Iteration 18Q: 3 clusters Score -962763.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -962773.437500 Penalty: 3023.033691
	Iteration 19Q: 3 clusters Score -962773.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -962782.750000 Penalty: 3023.033691
	Iteration 20F: 3 clusters Score -962782.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -962787.687500 Penalty: 3023.033691
	Iteration 21Q: 3 clusters Score -962787.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -962790.937500 Penalty: 3023.033691
	Iteration 22Q: 3 clusters Score -962790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -962793.125000 Penalty: 3023.033691
	Iteration 23Q: 3 clusters Score -962793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -962795.562500 Penalty: 3023.033691
	Iteration 24Q: 3 clusters Score -962795.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -962794.562500 Penalty: 3023.033691
	Iteration 25Q: 3 clusters Score -962794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -962796.062500 Penalty: 3023.033691
	Iteration 26Q: 3 clusters Score -962796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -962796.250000 Penalty: 3023.033691
	Iteration 27Q: 3 clusters Score -962796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -962800.312500 Penalty: 3023.033691
	Iteration 28Q: 3 clusters Score -962800.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -962805.687500 Penalty: 3023.033691
	Iteration 29Q: 3 clusters Score -962805.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -962808.187500 Penalty: 3023.033691
	Iteration 30Q: 3 clusters Score -962808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -962809.312500 Penalty: 3023.033691
	Iteration 31Q: 3 clusters Score -962809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -962810.000000 Penalty: 3023.033691
	Iteration 32Q: 3 clusters Score -962810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -962809.562500 Penalty: 3023.033691
	Iteration 33Q: 3 clusters Score -962809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -962808.750000 Penalty: 3023.033691
	Iteration 34Q: 3 clusters Score -962808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -962810.312500 Penalty: 3023.033691
	Iteration 35Q: 3 clusters Score -962810.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -962810.312500 Penalty: 3023.033691
	Iteration 36F: 3 clusters Score -962810.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -336714.625000 Penalty: 1349.440308
	Iteration 0F: 2 clusters Score -336714.6 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 2022 members 
Entering Unmasked Estep 
Score: -333436.156250 Penalty: 2698.880615
	Iteration 0F: 3 clusters Score -333436.2 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -334467.906250 Penalty: 2698.880615
	Iteration 1F: 3 clusters Score -334467.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -334822.093750 Penalty: 2698.880615
	Iteration 2F: 3 clusters Score -334822.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -335150.812500 Penalty: 2698.880615
	Iteration 3F: 3 clusters Score -335150.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -335524.937500 Penalty: 2698.880615
	Iteration 4F: 3 clusters Score -335524.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -335805.812500 Penalty: 2698.880615
	Iteration 5F: 3 clusters Score -335805.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -335985.531250 Penalty: 2698.880615
	Iteration 6Q: 3 clusters Score -335985.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -336115.750000 Penalty: 2698.880615
	Iteration 7Q: 3 clusters Score -336115.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -336216.062500 Penalty: 2698.880615
	Iteration 8Q: 3 clusters Score -336216.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -336282.281250 Penalty: 2698.880615
	Iteration 9Q: 3 clusters Score -336282.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -336316.812500 Penalty: 2698.880615
	Iteration 10Q: 3 clusters Score -336316.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -336348.281250 Penalty: 2698.880615
	Iteration 11Q: 3 clusters Score -336348.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -336380.000000 Penalty: 2698.880615
	Iteration 12Q: 3 clusters Score -336380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -336413.437500 Penalty: 2698.880615
	Iteration 13Q: 3 clusters Score -336413.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -336443.937500 Penalty: 2698.880615
	Iteration 14Q: 3 clusters Score -336443.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -336462.312500 Penalty: 2698.880615
	Iteration 15Q: 3 clusters Score -336462.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -336473.468750 Penalty: 2698.880615
	Iteration 16Q: 3 clusters Score -336473.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -336484.125000 Penalty: 2698.880615
	Iteration 17Q: 3 clusters Score -336484.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -336494.375000 Penalty: 2698.880615
	Iteration 18Q: 3 clusters Score -336494.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -336499.937500 Penalty: 2698.880615
	Iteration 19Q: 3 clusters Score -336499.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -336504.000000 Penalty: 2698.880615
	Iteration 20F: 3 clusters Score -336504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -336508.062500 Penalty: 2698.880615
	Iteration 21Q: 3 clusters Score -336508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -336512.656250 Penalty: 2698.880615
	Iteration 22Q: 3 clusters Score -336512.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -336514.843750 Penalty: 2698.880615
	Iteration 23Q: 3 clusters Score -336514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -336516.531250 Penalty: 2698.880615
	Iteration 24Q: 3 clusters Score -336516.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -336518.156250 Penalty: 2698.880615
	Iteration 25Q: 3 clusters Score -336518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -336520.250000 Penalty: 2698.880615
	Iteration 26Q: 3 clusters Score -336520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -336525.218750 Penalty: 2698.880615
	Iteration 27Q: 3 clusters Score -336525.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -336532.750000 Penalty: 2698.880615
	Iteration 28Q: 3 clusters Score -336532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -336536.718750 Penalty: 2698.880615
	Iteration 29Q: 3 clusters Score -336536.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -336540.406250 Penalty: 2698.880615
	Iteration 30Q: 3 clusters Score -336540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -336541.656250 Penalty: 2698.880615
	Iteration 31Q: 3 clusters Score -336541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -336543.031250 Penalty: 2698.880615
	Iteration 32Q: 3 clusters Score -336543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -336543.593750 Penalty: 2698.880615
	Iteration 33Q: 3 clusters Score -336543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -336544.656250 Penalty: 2698.880615
	Iteration 34Q: 3 clusters Score -336544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -336545.031250 Penalty: 2698.880615
	Iteration 35Q: 3 clusters Score -336545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -336546.000000 Penalty: 2698.880615
	Iteration 36Q: 3 clusters Score -336546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -336547.937500 Penalty: 2698.880615
	Iteration 37Q: 3 clusters Score -336547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -336549.468750 Penalty: 2698.880615
	Iteration 38Q: 3 clusters Score -336549.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -336550.218750 Penalty: 2698.880615
	Iteration 39Q: 3 clusters Score -336550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -336551.093750 Penalty: 2698.880615
	Iteration 40F: 3 clusters Score -336551.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -336553.218750 Penalty: 2698.880615
	Iteration 41Q: 3 clusters Score -336553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -336555.125000 Penalty: 2698.880615
	Iteration 42Q: 3 clusters Score -336555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -336556.718750 Penalty: 2698.880615
	Iteration 43Q: 3 clusters Score -336556.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -336556.718750 Penalty: 2698.880615
	Iteration 44F: 3 clusters Score -336556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Entering Unmasked Estep 
Score: -1347265.125000 Penalty: 1562.145386
	Iteration 0F: 2 clusters Score -1347265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1336879.875000 Penalty: 3124.290771
	Iteration 0F: 3 clusters Score -1336880 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1340669.500000 Penalty: 3124.290771
	Iteration 1F: 3 clusters Score -1340670 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1341024.125000 Penalty: 3124.290771
	Iteration 2F: 3 clusters Score -1341024 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1341372.750000 Penalty: 3124.290771
	Iteration 3F: 3 clusters Score -1341373 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1341695.500000 Penalty: 3124.290771
	Iteration 4Q: 3 clusters Score -1341696 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1342016.875000 Penalty: 3124.290771
	Iteration 5Q: 3 clusters Score -1342017 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1342347.000000 Penalty: 3124.290771
	Iteration 6Q: 3 clusters Score -1342347 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1342663.875000 Penalty: 3124.290771
	Iteration 7Q: 3 clusters Score -1342664 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1342989.125000 Penalty: 3124.290771
	Iteration 8Q: 3 clusters Score -1342989 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1343285.250000 Penalty: 3124.290771
	Iteration 9Q: 3 clusters Score -1343285 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1343614.625000 Penalty: 3124.290771
	Iteration 10Q: 3 clusters Score -1343615 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1343979.125000 Penalty: 3124.290771
	Iteration 11Q: 3 clusters Score -1343979 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1344281.500000 Penalty: 3124.290771
	Iteration 12Q: 3 clusters Score -1344282 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1344481.375000 Penalty: 3124.290771
	Iteration 13Q: 3 clusters Score -1344481 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1344620.375000 Penalty: 3124.290771
	Iteration 14Q: 3 clusters Score -1344620 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1344720.000000 Penalty: 3124.290771
	Iteration 15Q: 3 clusters Score -1344720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1344779.000000 Penalty: 3124.290771
	Iteration 16Q: 3 clusters Score -1344779 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1344817.125000 Penalty: 3124.290771
	Iteration 17Q: 3 clusters Score -1344817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1344847.625000 Penalty: 3124.290771
	Iteration 18Q: 3 clusters Score -1344848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1344877.750000 Penalty: 3124.290771
	Iteration 19Q: 3 clusters Score -1344878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1344899.375000 Penalty: 3124.290771
	Iteration 20F: 3 clusters Score -1344899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1344913.625000 Penalty: 3124.290771
	Iteration 21Q: 3 clusters Score -1344914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1344934.500000 Penalty: 3124.290771
	Iteration 22Q: 3 clusters Score -1344934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1344952.250000 Penalty: 3124.290771
	Iteration 23Q: 3 clusters Score -1344952 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1344970.125000 Penalty: 3124.290771
	Iteration 24Q: 3 clusters Score -1344970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1344986.375000 Penalty: 3124.290771
	Iteration 25Q: 3 clusters Score -1344986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1344999.000000 Penalty: 3124.290771
	Iteration 26Q: 3 clusters Score -1344999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1345012.125000 Penalty: 3124.290771
	Iteration 27Q: 3 clusters Score -1345012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1345021.375000 Penalty: 3124.290771
	Iteration 28Q: 3 clusters Score -1345021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1345032.125000 Penalty: 3124.290771
	Iteration 29Q: 3 clusters Score -1345032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1345040.125000 Penalty: 3124.290771
	Iteration 30Q: 3 clusters Score -1345040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1345047.375000 Penalty: 3124.290771
	Iteration 31Q: 3 clusters Score -1345047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1345056.250000 Penalty: 3124.290771
	Iteration 32Q: 3 clusters Score -1345056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1345065.500000 Penalty: 3124.290771
	Iteration 33Q: 3 clusters Score -1345066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1345068.625000 Penalty: 3124.290771
	Iteration 34Q: 3 clusters Score -1345069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1345069.000000 Penalty: 3124.290771
	Iteration 35Q: 3 clusters Score -1345069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1345072.250000 Penalty: 3124.290771
	Iteration 36Q: 3 clusters Score -1345072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1345074.000000 Penalty: 3124.290771
	Iteration 37Q: 3 clusters Score -1345074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1345076.500000 Penalty: 3124.290771
	Iteration 38Q: 3 clusters Score -1345076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1345077.625000 Penalty: 3124.290771
	Iteration 39Q: 3 clusters Score -1345078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1345079.375000 Penalty: 3124.290771
	Iteration 40F: 3 clusters Score -1345079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1345078.375000 Penalty: 3124.290771
	Iteration 41Q: 3 clusters Score -1345078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1345079.750000 Penalty: 3124.290771
	Iteration 42Q: 3 clusters Score -1345080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1345084.000000 Penalty: 3124.290771
	Iteration 43Q: 3 clusters Score -1345084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1345081.875000 Penalty: 3124.290771
	Iteration 44Q: 3 clusters Score -1345082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1345081.500000 Penalty: 3124.290771
	Iteration 45Q: 3 clusters Score -1345082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1345085.750000 Penalty: 3124.290771
	Iteration 46Q: 3 clusters Score -1345086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1345085.500000 Penalty: 3124.290771
	Iteration 47Q: 3 clusters Score -1345086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1345086.625000 Penalty: 3124.290771
	Iteration 48Q: 3 clusters Score -1345087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1345087.625000 Penalty: 3124.290771
	Iteration 49Q: 3 clusters Score -1345088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1345088.875000 Penalty: 3124.290771
	Iteration 50Q: 3 clusters Score -1345089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1345092.000000 Penalty: 3124.290771
	Iteration 51Q: 3 clusters Score -1345092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1345092.000000 Penalty: 3124.290771
	Iteration 52Q: 3 clusters Score -1345092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1345094.000000 Penalty: 3124.290771
	Iteration 53Q: 3 clusters Score -1345094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1345091.875000 Penalty: 3124.290771
	Iteration 54Q: 3 clusters Score -1345092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1345092.750000 Penalty: 3124.290771
	Iteration 55Q: 3 clusters Score -1345093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1345090.500000 Penalty: 3124.290771
	Iteration 56Q: 3 clusters Score -1345090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1345095.500000 Penalty: 3124.290771
	Iteration 57Q: 3 clusters Score -1345096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1345091.750000 Penalty: 3124.290771
	Iteration 58Q: 3 clusters Score -1345092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1345092.875000 Penalty: 3124.290771
	Iteration 59Q: 3 clusters Score -1345093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1345092.875000 Penalty: 3124.290771
	Iteration 60F: 3 clusters Score -1345093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -530125.687500 Penalty: 1414.508545
	Iteration 0F: 2 clusters Score -530125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -525551.500000 Penalty: 2829.017090
	Iteration 0F: 3 clusters Score -525551.5 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -527071.125000 Penalty: 2829.017090
	Iteration 1F: 3 clusters Score -527071.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -527470.312500 Penalty: 2829.017090
	Iteration 2F: 3 clusters Score -527470.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -527823.187500 Penalty: 2829.017090
	Iteration 3F: 3 clusters Score -527823.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -528104.187500 Penalty: 2829.017090
	Iteration 4F: 3 clusters Score -528104.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -528292.875000 Penalty: 2829.017090
	Iteration 5Q: 3 clusters Score -528292.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -528441.000000 Penalty: 2829.017090
	Iteration 6Q: 3 clusters Score -528441 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -528561.437500 Penalty: 2829.017090
	Iteration 7Q: 3 clusters Score -528561.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -528650.562500 Penalty: 2829.017090
	Iteration 8Q: 3 clusters Score -528650.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -528714.937500 Penalty: 2829.017090
	Iteration 9Q: 3 clusters Score -528714.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -528774.375000 Penalty: 2829.017090
	Iteration 10Q: 3 clusters Score -528774.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -528820.250000 Penalty: 2829.017090
	Iteration 11Q: 3 clusters Score -528820.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -528854.937500 Penalty: 2829.017090
	Iteration 12Q: 3 clusters Score -528854.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -528879.062500 Penalty: 2829.017090
	Iteration 13Q: 3 clusters Score -528879.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -528901.937500 Penalty: 2829.017090
	Iteration 14Q: 3 clusters Score -528901.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -528920.375000 Penalty: 2829.017090
	Iteration 15Q: 3 clusters Score -528920.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -528936.625000 Penalty: 2829.017090
	Iteration 16Q: 3 clusters Score -528936.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -528951.000000 Penalty: 2829.017090
	Iteration 17Q: 3 clusters Score -528951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -528959.500000 Penalty: 2829.017090
	Iteration 18Q: 3 clusters Score -528959.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -528966.437500 Penalty: 2829.017090
	Iteration 19Q: 3 clusters Score -528966.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -528971.937500 Penalty: 2829.017090
	Iteration 20F: 3 clusters Score -528971.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -528980.937500 Penalty: 2829.017090
	Iteration 21Q: 3 clusters Score -528980.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -528985.250000 Penalty: 2829.017090
	Iteration 22Q: 3 clusters Score -528985.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -528988.750000 Penalty: 2829.017090
	Iteration 23Q: 3 clusters Score -528988.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -528993.000000 Penalty: 2829.017090
	Iteration 24Q: 3 clusters Score -528993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -528994.500000 Penalty: 2829.017090
	Iteration 25Q: 3 clusters Score -528994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -528999.250000 Penalty: 2829.017090
	Iteration 26Q: 3 clusters Score -528999.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -529002.000000 Penalty: 2829.017090
	Iteration 27Q: 3 clusters Score -529002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -529004.937500 Penalty: 2829.017090
	Iteration 28Q: 3 clusters Score -529004.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -529008.937500 Penalty: 2829.017090
	Iteration 29Q: 3 clusters Score -529008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -529010.625000 Penalty: 2829.017090
	Iteration 30Q: 3 clusters Score -529010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -529011.937500 Penalty: 2829.017090
	Iteration 31Q: 3 clusters Score -529011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -529012.562500 Penalty: 2829.017090
	Iteration 32Q: 3 clusters Score -529012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -529014.375000 Penalty: 2829.017090
	Iteration 33Q: 3 clusters Score -529014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -529015.937500 Penalty: 2829.017090
	Iteration 34Q: 3 clusters Score -529015.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -529018.000000 Penalty: 2829.017090
	Iteration 35Q: 3 clusters Score -529018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -529020.750000 Penalty: 2829.017090
	Iteration 36Q: 3 clusters Score -529020.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -529024.000000 Penalty: 2829.017090
	Iteration 37Q: 3 clusters Score -529024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -529026.125000 Penalty: 2829.017090
	Iteration 38Q: 3 clusters Score -529026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -529029.500000 Penalty: 2829.017090
	Iteration 39Q: 3 clusters Score -529029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -529031.750000 Penalty: 2829.017090
	Iteration 40F: 3 clusters Score -529031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -529034.125000 Penalty: 2829.017090
	Iteration 41Q: 3 clusters Score -529034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -529037.500000 Penalty: 2829.017090
	Iteration 42Q: 3 clusters Score -529037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -529037.937500 Penalty: 2829.017090
	Iteration 43Q: 3 clusters Score -529037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -529038.437500 Penalty: 2829.017090
	Iteration 44Q: 3 clusters Score -529038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -529039.625000 Penalty: 2829.017090
	Iteration 45Q: 3 clusters Score -529039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -529040.375000 Penalty: 2829.017090
	Iteration 46Q: 3 clusters Score -529040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -529040.875000 Penalty: 2829.017090
	Iteration 47Q: 3 clusters Score -529040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -529041.250000 Penalty: 2829.017090
	Iteration 48Q: 3 clusters Score -529041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -529041.875000 Penalty: 2829.017090
	Iteration 49Q: 3 clusters Score -529041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -529041.875000 Penalty: 2829.017090
	Iteration 50Q: 3 clusters Score -529041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -529042.250000 Penalty: 2829.017090
	Iteration 51Q: 3 clusters Score -529042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -529043.687500 Penalty: 2829.017090
	Iteration 52Q: 3 clusters Score -529043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -529044.250000 Penalty: 2829.017090
	Iteration 53Q: 3 clusters Score -529044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -529045.437500 Penalty: 2829.017090
	Iteration 54Q: 3 clusters Score -529045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -529045.437500 Penalty: 2829.017090
	Iteration 55F: 3 clusters Score -529045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -65937.992188 Penalty: 1083.173584
	Iteration 0F: 2 clusters Score -65937.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64649.750000 Penalty: 2166.347168
	Iteration 0F: 3 clusters Score -64649.75 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64886.656250 Penalty: 2166.347168
	Iteration 1F: 3 clusters Score -64886.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64990.222656 Penalty: 2166.347168
	Iteration 2F: 3 clusters Score -64990.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65059.132812 Penalty: 2166.347168
	Iteration 3F: 3 clusters Score -65059.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65114.421875 Penalty: 2166.347168
	Iteration 4Q: 3 clusters Score -65114.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65171.386719 Penalty: 2166.347168
	Iteration 5Q: 3 clusters Score -65171.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65203.871094 Penalty: 2166.347168
	Iteration 6Q: 3 clusters Score -65203.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65236.023438 Penalty: 2166.347168
	Iteration 7Q: 3 clusters Score -65236.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65285.515625 Penalty: 2166.347168
	Iteration 8Q: 3 clusters Score -65285.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65391.445312 Penalty: 2166.347168
	Iteration 9Q: 3 clusters Score -65391.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65553.570312 Penalty: 2166.347168
	Iteration 10Q: 3 clusters Score -65553.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65688.617188 Penalty: 2166.347168
	Iteration 11Q: 3 clusters Score -65688.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65834.921875 Penalty: 2166.347168
	Iteration 12Q: 3 clusters Score -65834.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65912.906250 Penalty: 2166.347168
	Iteration 13Q: 3 clusters Score -65912.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65963.085938 Penalty: 2166.347168
	Iteration 14Q: 3 clusters Score -65963.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -65999.140625 Penalty: 2166.347168
	Iteration 15Q: 3 clusters Score -65999.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66007.351562 Penalty: 2166.347168
	Iteration 16Q: 3 clusters Score -66007.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66010.007812 Penalty: 2166.347168
	Iteration 17Q: 3 clusters Score -66010.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66010.007812 Penalty: 2166.347168
	Iteration 18F: 3 clusters Score -66010.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185211 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49129 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21904 members 
Mstep: Class 8 contains 5660 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170189 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14961 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Mstep: Class 24 contains 437 members 
Entering Unmasked Estep 
Score: -51563104.000000 Penalty: 51736.554688
Splitting cluster 18 changes total score from -51564092.000000 to -51563104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -169879.781250 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -169879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -167830.921875 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -167830.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -168285.546875 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -168285.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -168408.812500 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -168408.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -168462.156250 Penalty: 2456.517822
	Iteration 3Q: 3 clusters Score -168462.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -168503.390625 Penalty: 2456.517822
	Iteration 4Q: 3 clusters Score -168503.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -168529.859375 Penalty: 2456.517822
	Iteration 5Q: 3 clusters Score -168529.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -168551.203125 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -168551.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -168571.546875 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -168571.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -168585.078125 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -168585.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -168596.578125 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -168596.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -168609.390625 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -168609.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -168620.562500 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -168620.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -168633.531250 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -168633.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -168645.437500 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -168645.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -168653.906250 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -168653.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -168658.968750 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -168659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -168663.703125 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -168663.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -168667.671875 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -168667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -168673.375000 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -168673.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -168679.843750 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -168679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -168682.453125 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -168682.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -168685.343750 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -168685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -168687.578125 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -168687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -168689.484375 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -168689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -168691.390625 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -168691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -168693.515625 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -168693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -168694.687500 Penalty: 2456.517822
	Iteration 26Q: 3 clusters Score -168694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -168696.953125 Penalty: 2456.517822
	Iteration 27Q: 3 clusters Score -168697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -168698.890625 Penalty: 2456.517822
	Iteration 28Q: 3 clusters Score -168698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -168700.437500 Penalty: 2456.517822
	Iteration 29Q: 3 clusters Score -168700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -168702.703125 Penalty: 2456.517822
	Iteration 30Q: 3 clusters Score -168702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -168706.468750 Penalty: 2456.517822
	Iteration 31Q: 3 clusters Score -168706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -168710.765625 Penalty: 2456.517822
	Iteration 32Q: 3 clusters Score -168710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -168714.468750 Penalty: 2456.517822
	Iteration 33Q: 3 clusters Score -168714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -168717.796875 Penalty: 2456.517822
	Iteration 34Q: 3 clusters Score -168717.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -168722.625000 Penalty: 2456.517822
	Iteration 35Q: 3 clusters Score -168722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -168724.718750 Penalty: 2456.517822
	Iteration 36Q: 3 clusters Score -168724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -168726.234375 Penalty: 2456.517822
	Iteration 37Q: 3 clusters Score -168726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -168728.421875 Penalty: 2456.517822
	Iteration 38Q: 3 clusters Score -168728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -168729.703125 Penalty: 2456.517822
	Iteration 39Q: 3 clusters Score -168729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -168730.031250 Penalty: 2456.517822
	Iteration 40F: 3 clusters Score -168730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -168730.625000 Penalty: 2456.517822
	Iteration 41Q: 3 clusters Score -168730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -168730.625000 Penalty: 2456.517822
	Iteration 42F: 3 clusters Score -168730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -97889.210938 Penalty: 1149.956299
	Iteration 0F: 2 clusters Score -97889.21 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 615 members 
Entering Unmasked Estep 
Score: -96353.367188 Penalty: 2299.912598
	Iteration 0F: 3 clusters Score -96353.37 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96670.843750 Penalty: 2299.912598
	Iteration 1F: 3 clusters Score -96670.84 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -96789.570312 Penalty: 2299.912598
	Iteration 2F: 3 clusters Score -96789.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -96854.992188 Penalty: 2299.912598
	Iteration 3F: 3 clusters Score -96854.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -96914.375000 Penalty: 2299.912598
	Iteration 4Q: 3 clusters Score -96914.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -96956.593750 Penalty: 2299.912598
	Iteration 5Q: 3 clusters Score -96956.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -96978.976562 Penalty: 2299.912598
	Iteration 6Q: 3 clusters Score -96978.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -96999.601562 Penalty: 2299.912598
	Iteration 7Q: 3 clusters Score -96999.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -97021.875000 Penalty: 2299.912598
	Iteration 8Q: 3 clusters Score -97021.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -97044.890625 Penalty: 2299.912598
	Iteration 9Q: 3 clusters Score -97044.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -97058.492188 Penalty: 2299.912598
	Iteration 10Q: 3 clusters Score -97058.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -97064.953125 Penalty: 2299.912598
	Iteration 11Q: 3 clusters Score -97064.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -97074.117188 Penalty: 2299.912598
	Iteration 12Q: 3 clusters Score -97074.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97085.921875 Penalty: 2299.912598
	Iteration 13Q: 3 clusters Score -97085.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -97100.898438 Penalty: 2299.912598
	Iteration 14Q: 3 clusters Score -97100.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -97119.171875 Penalty: 2299.912598
	Iteration 15Q: 3 clusters Score -97119.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97149.187500 Penalty: 2299.912598
	Iteration 16Q: 3 clusters Score -97149.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -97172.132812 Penalty: 2299.912598
	Iteration 17Q: 3 clusters Score -97172.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97188.562500 Penalty: 2299.912598
	Iteration 18Q: 3 clusters Score -97188.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -97198.078125 Penalty: 2299.912598
	Iteration 19Q: 3 clusters Score -97198.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97213.640625 Penalty: 2299.912598
	Iteration 20F: 3 clusters Score -97213.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -97237.046875 Penalty: 2299.912598
	Iteration 21Q: 3 clusters Score -97237.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -97263.765625 Penalty: 2299.912598
	Iteration 22Q: 3 clusters Score -97263.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -97282.726562 Penalty: 2299.912598
	Iteration 23Q: 3 clusters Score -97282.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -97294.078125 Penalty: 2299.912598
	Iteration 24Q: 3 clusters Score -97294.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97301.515625 Penalty: 2299.912598
	Iteration 25Q: 3 clusters Score -97301.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -97311.984375 Penalty: 2299.912598
	Iteration 26Q: 3 clusters Score -97311.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97319.960938 Penalty: 2299.912598
	Iteration 27Q: 3 clusters Score -97319.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -97325.140625 Penalty: 2299.912598
	Iteration 28Q: 3 clusters Score -97325.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -97334.398438 Penalty: 2299.912598
	Iteration 29Q: 3 clusters Score -97334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97340.226562 Penalty: 2299.912598
	Iteration 30Q: 3 clusters Score -97340.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -97342.742188 Penalty: 2299.912598
	Iteration 31Q: 3 clusters Score -97342.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -97344.500000 Penalty: 2299.912598
	Iteration 32Q: 3 clusters Score -97344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -97347.031250 Penalty: 2299.912598
	Iteration 33Q: 3 clusters Score -97347.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -97349.945312 Penalty: 2299.912598
	Iteration 34Q: 3 clusters Score -97349.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -97354.312500 Penalty: 2299.912598
	Iteration 35Q: 3 clusters Score -97354.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -97360.390625 Penalty: 2299.912598
	Iteration 36Q: 3 clusters Score -97360.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97367.171875 Penalty: 2299.912598
	Iteration 37Q: 3 clusters Score -97367.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -97378.531250 Penalty: 2299.912598
	Iteration 38Q: 3 clusters Score -97378.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -97382.609375 Penalty: 2299.912598
	Iteration 39Q: 3 clusters Score -97382.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -97383.859375 Penalty: 2299.912598
	Iteration 40F: 3 clusters Score -97383.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -97384.632812 Penalty: 2299.912598
	Iteration 41Q: 3 clusters Score -97384.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -97385.109375 Penalty: 2299.912598
	Iteration 42Q: 3 clusters Score -97385.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -97387.226562 Penalty: 2299.912598
	Iteration 43Q: 3 clusters Score -97387.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97394.437500 Penalty: 2299.912598
	Iteration 44Q: 3 clusters Score -97394.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97402.687500 Penalty: 2299.912598
	Iteration 45Q: 3 clusters Score -97402.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97413.445312 Penalty: 2299.912598
	Iteration 46Q: 3 clusters Score -97413.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97423.828125 Penalty: 2299.912598
	Iteration 47Q: 3 clusters Score -97423.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97427.882812 Penalty: 2299.912598
	Iteration 48Q: 3 clusters Score -97427.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -97430.351562 Penalty: 2299.912598
	Iteration 49Q: 3 clusters Score -97430.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -97434.250000 Penalty: 2299.912598
	Iteration 50Q: 3 clusters Score -97434.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97435.054688 Penalty: 2299.912598
	Iteration 51Q: 3 clusters Score -97435.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97435.968750 Penalty: 2299.912598
	Iteration 52Q: 3 clusters Score -97435.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97435.968750 Penalty: 2299.912598
	Iteration 53F: 3 clusters Score -97435.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Entering Unmasked Estep 
Score: -3759042.000000 Penalty: 1727.723877
	Iteration 0F: 2 clusters Score -3759042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3731330.250000 Penalty: 3455.447754
	Iteration 0F: 3 clusters Score -3731330 nChanged 19387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3742172.500000 Penalty: 3455.447754
	Iteration 1F: 3 clusters Score -3742172 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3742668.250000 Penalty: 3455.447754
	Iteration 2Q: 3 clusters Score -3742668 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3743257.750000 Penalty: 3455.447754
	Iteration 3Q: 3 clusters Score -3743258 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3744146.250000 Penalty: 3455.447754
	Iteration 4Q: 3 clusters Score -3744146 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3745445.750000 Penalty: 3455.447754
	Iteration 5F: 3 clusters Score -3745446 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3747118.250000 Penalty: 3455.447754
	Iteration 6F: 3 clusters Score -3747118 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3748803.250000 Penalty: 3455.447754
	Iteration 7F: 3 clusters Score -3748803 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3750313.500000 Penalty: 3455.447754
	Iteration 8F: 3 clusters Score -3750314 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3751518.000000 Penalty: 3455.447754
	Iteration 9F: 3 clusters Score -3751518 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3752484.500000 Penalty: 3455.447754
	Iteration 10Q: 3 clusters Score -3752484 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3753234.500000 Penalty: 3455.447754
	Iteration 11Q: 3 clusters Score -3753234 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3753970.000000 Penalty: 3455.447754
	Iteration 12Q: 3 clusters Score -3753970 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3754723.750000 Penalty: 3455.447754
	Iteration 13Q: 3 clusters Score -3754724 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3755441.750000 Penalty: 3455.447754
	Iteration 14Q: 3 clusters Score -3755442 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3756022.000000 Penalty: 3455.447754
	Iteration 15Q: 3 clusters Score -3756022 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3756564.750000 Penalty: 3455.447754
	Iteration 16Q: 3 clusters Score -3756565 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3756954.750000 Penalty: 3455.447754
	Iteration 17Q: 3 clusters Score -3756955 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3757172.250000 Penalty: 3455.447754
	Iteration 18Q: 3 clusters Score -3757172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3757324.750000 Penalty: 3455.447754
	Iteration 19Q: 3 clusters Score -3757325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3757405.500000 Penalty: 3455.447754
	Iteration 20F: 3 clusters Score -3757406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3757467.250000 Penalty: 3455.447754
	Iteration 21Q: 3 clusters Score -3757467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3757501.500000 Penalty: 3455.447754
	Iteration 22Q: 3 clusters Score -3757502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3757530.250000 Penalty: 3455.447754
	Iteration 23Q: 3 clusters Score -3757530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3757552.250000 Penalty: 3455.447754
	Iteration 24Q: 3 clusters Score -3757552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3757565.000000 Penalty: 3455.447754
	Iteration 25Q: 3 clusters Score -3757565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3757584.500000 Penalty: 3455.447754
	Iteration 26Q: 3 clusters Score -3757584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3757587.000000 Penalty: 3455.447754
	Iteration 27Q: 3 clusters Score -3757587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3757595.750000 Penalty: 3455.447754
	Iteration 28Q: 3 clusters Score -3757596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3757601.000000 Penalty: 3455.447754
	Iteration 29Q: 3 clusters Score -3757601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3757600.750000 Penalty: 3455.447754
	Iteration 30Q: 3 clusters Score -3757601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3757604.500000 Penalty: 3455.447754
	Iteration 31Q: 3 clusters Score -3757604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3757605.750000 Penalty: 3455.447754
	Iteration 32Q: 3 clusters Score -3757606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3757608.750000 Penalty: 3455.447754
	Iteration 33Q: 3 clusters Score -3757609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3757610.500000 Penalty: 3455.447754
	Iteration 34Q: 3 clusters Score -3757610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3757613.000000 Penalty: 3455.447754
	Iteration 35Q: 3 clusters Score -3757613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3757612.000000 Penalty: 3455.447754
	Iteration 36Q: 3 clusters Score -3757612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3757612.000000 Penalty: 3455.447754
	Iteration 37F: 3 clusters Score -3757612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -156139.812500 Penalty: 1222.126099
	Iteration 0F: 2 clusters Score -156139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -154174.140625 Penalty: 2444.252197
	Iteration 0F: 3 clusters Score -154174.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -154609.984375 Penalty: 2444.252197
	Iteration 1F: 3 clusters Score -154610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -154790.343750 Penalty: 2444.252197
	Iteration 2F: 3 clusters Score -154790.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -154940.921875 Penalty: 2444.252197
	Iteration 3F: 3 clusters Score -154940.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -155028.656250 Penalty: 2444.252197
	Iteration 4F: 3 clusters Score -155028.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -155092.859375 Penalty: 2444.252197
	Iteration 5Q: 3 clusters Score -155092.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155131.250000 Penalty: 2444.252197
	Iteration 6Q: 3 clusters Score -155131.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155161.531250 Penalty: 2444.252197
	Iteration 7Q: 3 clusters Score -155161.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -155188.140625 Penalty: 2444.252197
	Iteration 8Q: 3 clusters Score -155188.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155209.406250 Penalty: 2444.252197
	Iteration 9Q: 3 clusters Score -155209.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -155227.156250 Penalty: 2444.252197
	Iteration 10Q: 3 clusters Score -155227.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155239.453125 Penalty: 2444.252197
	Iteration 11Q: 3 clusters Score -155239.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155253.656250 Penalty: 2444.252197
	Iteration 12Q: 3 clusters Score -155253.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155260.890625 Penalty: 2444.252197
	Iteration 13Q: 3 clusters Score -155260.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155268.062500 Penalty: 2444.252197
	Iteration 14Q: 3 clusters Score -155268.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155277.031250 Penalty: 2444.252197
	Iteration 15Q: 3 clusters Score -155277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155281.750000 Penalty: 2444.252197
	Iteration 16Q: 3 clusters Score -155281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155283.296875 Penalty: 2444.252197
	Iteration 17Q: 3 clusters Score -155283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155284.796875 Penalty: 2444.252197
	Iteration 18Q: 3 clusters Score -155284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155285.984375 Penalty: 2444.252197
	Iteration 19Q: 3 clusters Score -155286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155288.187500 Penalty: 2444.252197
	Iteration 20F: 3 clusters Score -155288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155289.828125 Penalty: 2444.252197
	Iteration 21Q: 3 clusters Score -155289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -155290.234375 Penalty: 2444.252197
	Iteration 22Q: 3 clusters Score -155290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155290.703125 Penalty: 2444.252197
	Iteration 23Q: 3 clusters Score -155290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155291.718750 Penalty: 2444.252197
	Iteration 24Q: 3 clusters Score -155291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155291.796875 Penalty: 2444.252197
	Iteration 25Q: 3 clusters Score -155291.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155291.796875 Penalty: 2444.252197
	Iteration 26F: 3 clusters Score -155291.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -78500.523438 Penalty: 1134.715210
	Iteration 0F: 2 clusters Score -78500.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -77071.476562 Penalty: 2269.430420
	Iteration 0F: 3 clusters Score -77071.48 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77611.398438 Penalty: 2269.430420
	Iteration 1F: 3 clusters Score -77611.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77975.992188 Penalty: 2269.430420
	Iteration 2F: 3 clusters Score -77975.99 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78153.273438 Penalty: 2269.430420
	Iteration 3F: 3 clusters Score -78153.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78269.039062 Penalty: 2269.430420
	Iteration 4F: 3 clusters Score -78269.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78352.781250 Penalty: 2269.430420
	Iteration 5Q: 3 clusters Score -78352.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78399.492188 Penalty: 2269.430420
	Iteration 6Q: 3 clusters Score -78399.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78442.789062 Penalty: 2269.430420
	Iteration 7Q: 3 clusters Score -78442.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78468.750000 Penalty: 2269.430420
	Iteration 8Q: 3 clusters Score -78468.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78482.984375 Penalty: 2269.430420
	Iteration 9Q: 3 clusters Score -78482.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78490.968750 Penalty: 2269.430420
	Iteration 10Q: 3 clusters Score -78490.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78493.320312 Penalty: 2269.430420
	Iteration 11Q: 3 clusters Score -78493.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78493.960938 Penalty: 2269.430420
	Iteration 12Q: 3 clusters Score -78493.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78498.867188 Penalty: 2269.430420
	Iteration 13Q: 3 clusters Score -78498.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78499.601562 Penalty: 2269.430420
	Iteration 14Q: 3 clusters Score -78499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78499.601562 Penalty: 2269.430420
	Iteration 15F: 3 clusters Score -78499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185211 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49129 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21904 members 
Mstep: Class 8 contains 5660 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170189 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14961 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564052.000000 Penalty: 49580.863281
Iteration 119Q: 24 clusters Score -5.156405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185226 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49130 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21903 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170186 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14962 members 
Mstep: Class 17 contains 6030 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564072.000000 Penalty: 49580.863281
Iteration 120F: 24 clusters Score -5.156407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185239 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49130 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21902 members 
Mstep: Class 8 contains 5665 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12316 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170183 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14964 members 
Mstep: Class 17 contains 6029 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564032.000000 Penalty: 49580.863281
Iteration 121Q: 24 clusters Score -5.156403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185249 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49128 members 
Mstep: Class 5 contains 14006 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 5668 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12314 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170181 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14971 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564068.000000 Penalty: 49580.863281
Iteration 122Q: 24 clusters Score -5.156407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185258 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49126 members 
Mstep: Class 5 contains 13997 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 5670 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12313 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170181 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14976 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564056.000000 Penalty: 49580.863281
Iteration 123Q: 24 clusters Score -5.156406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185262 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49126 members 
Mstep: Class 5 contains 13994 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 5671 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12312 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170181 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14982 members 
Mstep: Class 17 contains 6015 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564060.000000 Penalty: 49580.863281
Iteration 124Q: 24 clusters Score -5.156406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 185266 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49123 members 
Mstep: Class 5 contains 13991 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 5674 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12310 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170183 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14983 members 
Mstep: Class 17 contains 6012 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564016.000000 Penalty: 49580.863281
Iteration 125Q: 24 clusters Score -5.156402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 185266 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49119 members 
Mstep: Class 5 contains 13991 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 5679 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12310 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170182 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14983 members 
Mstep: Class 17 contains 6012 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564024.000000 Penalty: 49580.863281
Iteration 126Q: 24 clusters Score -5.156402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 185267 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 13991 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 5685 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12309 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170177 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14986 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564060.000000 Penalty: 49580.863281
Iteration 127Q: 24 clusters Score -5.156406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185272 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49115 members 
Mstep: Class 5 contains 13987 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21900 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170170 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14984 members 
Mstep: Class 17 contains 6012 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564040.000000 Penalty: 49580.863281
Iteration 128Q: 24 clusters Score -5.156404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185275 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49114 members 
Mstep: Class 5 contains 13985 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21899 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170168 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14980 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564036.000000 Penalty: 49580.863281
Iteration 129Q: 24 clusters Score -5.156404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185281 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49111 members 
Mstep: Class 5 contains 13980 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 21899 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 8415 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170161 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14981 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564028.000000 Penalty: 49580.863281
Iteration 130Q: 24 clusters Score -5.156403e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 185291 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49110 members 
Mstep: Class 5 contains 13971 members 
Mstep: Class 6 contains 7780 members 
Mstep: Class 7 contains 21899 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 170153 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14990 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41447 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564108.000000 Penalty: 49580.863281
Iteration 131Q: 24 clusters Score -5.156411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 185295 members 
Mstep: Class 3 contains 5209 members 
Mstep: Class 4 contains 49109 members 
Mstep: Class 5 contains 13968 members 
Mstep: Class 6 contains 7782 members 
Mstep: Class 7 contains 21899 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 8415 members 
Mstep: Class 10 contains 12304 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 170143 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 14997 members 
Mstep: Class 17 contains 6004 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564088.000000 Penalty: 49580.863281
Iteration 132Q: 24 clusters Score -5.156409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 185304 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49113 members 
Mstep: Class 5 contains 13961 members 
Mstep: Class 6 contains 7783 members 
Mstep: Class 7 contains 21899 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12302 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 170131 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 15002 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564104.000000 Penalty: 49580.863281
Iteration 133Q: 24 clusters Score -5.15641e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 185316 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49111 members 
Mstep: Class 5 contains 13953 members 
Mstep: Class 6 contains 7784 members 
Mstep: Class 7 contains 21898 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12299 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 170121 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 15009 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564108.000000 Penalty: 49580.863281
Iteration 134Q: 24 clusters Score -5.156411e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 185331 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49114 members 
Mstep: Class 5 contains 13943 members 
Mstep: Class 6 contains 7784 members 
Mstep: Class 7 contains 21896 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170115 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15011 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564120.000000 Penalty: 49580.863281
Iteration 135Q: 24 clusters Score -5.156412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 185334 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 13944 members 
Mstep: Class 6 contains 7785 members 
Mstep: Class 7 contains 21896 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12296 members 
Mstep: Class 11 contains 1985 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170110 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15009 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564100.000000 Penalty: 49580.863281
Iteration 136Q: 24 clusters Score -5.15641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 185338 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49117 members 
Mstep: Class 5 contains 13943 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 21897 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12294 members 
Mstep: Class 11 contains 1981 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170104 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15010 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564080.000000 Penalty: 49580.863281
Iteration 137Q: 24 clusters Score -5.156408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 185344 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 13943 members 
Mstep: Class 6 contains 7789 members 
Mstep: Class 7 contains 21897 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12294 members 
Mstep: Class 11 contains 1976 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170101 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15010 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564088.000000 Penalty: 49580.863281
Iteration 138Q: 24 clusters Score -5.156409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 185354 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49117 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 7789 members 
Mstep: Class 7 contains 21897 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170099 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15010 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564104.000000 Penalty: 49580.863281
Iteration 139Q: 24 clusters Score -5.15641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 185361 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49117 members 
Mstep: Class 5 contains 13932 members 
Mstep: Class 6 contains 7789 members 
Mstep: Class 7 contains 21897 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170098 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15013 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564080.000000 Penalty: 49580.863281
Iteration 140F: 24 clusters Score -5.156408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 185360 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 13933 members 
Mstep: Class 6 contains 7789 members 
Mstep: Class 7 contains 21897 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170095 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15016 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564088.000000 Penalty: 49580.863281
Iteration 141Q: 24 clusters Score -5.156409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185358 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 13935 members 
Mstep: Class 6 contains 7789 members 
Mstep: Class 7 contains 21897 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12293 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170094 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15017 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564076.000000 Penalty: 49580.863281
Iteration 142Q: 24 clusters Score -5.156408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 185359 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 7789 members 
Mstep: Class 7 contains 21897 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12289 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170091 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15017 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564088.000000 Penalty: 49580.863281
Iteration 143Q: 24 clusters Score -5.156409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 185362 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49117 members 
Mstep: Class 5 contains 13935 members 
Mstep: Class 6 contains 7789 members 
Mstep: Class 7 contains 21896 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170086 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15018 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564108.000000 Penalty: 49580.863281
Iteration 144Q: 24 clusters Score -5.156411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 185368 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49118 members 
Mstep: Class 5 contains 13932 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12287 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170084 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15019 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564144.000000 Penalty: 49580.863281
Iteration 145Q: 24 clusters Score -5.156414e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185369 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49119 members 
Mstep: Class 5 contains 13931 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21895 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12285 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170079 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 6009 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564156.000000 Penalty: 49580.863281
Iteration 146Q: 24 clusters Score -5.156416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185379 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49117 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21895 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170075 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564136.000000 Penalty: 49580.863281
Iteration 147Q: 24 clusters Score -5.156414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185393 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49119 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21895 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170069 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 6012 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564140.000000 Penalty: 49580.863281
Iteration 148Q: 24 clusters Score -5.156414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185404 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49119 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170065 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564096.000000 Penalty: 49580.863281
Iteration 149Q: 24 clusters Score -5.15641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185410 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49119 members 
Mstep: Class 5 contains 13899 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170061 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564128.000000 Penalty: 49580.863281
Iteration 150Q: 24 clusters Score -5.156413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185414 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49120 members 
Mstep: Class 5 contains 13895 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21895 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170060 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564128.000000 Penalty: 49580.863281
Iteration 151Q: 24 clusters Score -5.156413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185422 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13893 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12272 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170060 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564104.000000 Penalty: 49580.863281
Iteration 152Q: 24 clusters Score -5.15641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185435 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13889 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21892 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170058 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564108.000000 Penalty: 49580.863281
Iteration 153Q: 24 clusters Score -5.156411e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 185446 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13884 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21891 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12262 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564092.000000 Penalty: 49580.863281
Iteration 154Q: 24 clusters Score -5.156409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 185454 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13881 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21891 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12256 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564096.000000 Penalty: 49580.863281
Iteration 155Q: 24 clusters Score -5.15641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 185459 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13880 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21891 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12251 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564088.000000 Penalty: 49580.863281
Iteration 156Q: 24 clusters Score -5.156409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 185465 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13881 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21891 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12244 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564088.000000 Penalty: 49580.863281
Iteration 157Q: 24 clusters Score -5.156409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 185468 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13883 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21890 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12240 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564088.000000 Penalty: 49580.863281
Iteration 158Q: 24 clusters Score -5.156409e+07 nChanged 20
Entering ConstructFrom: 
Score: -51564088.000000 Penalty: 49580.863281
Entering ConstructFrom: 
Trying to split cluster 1 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -499883.125000 Penalty: 1405.193359
	Iteration 0F: 2 clusters Score -499883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -495460.687500 Penalty: 2810.386719
	Iteration 0F: 3 clusters Score -495460.7 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -496802.875000 Penalty: 2810.386719
	Iteration 1F: 3 clusters Score -496802.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -497178.781250 Penalty: 2810.386719
	Iteration 2F: 3 clusters Score -497178.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -497572.656250 Penalty: 2810.386719
	Iteration 3F: 3 clusters Score -497572.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -497945.093750 Penalty: 2810.386719
	Iteration 4F: 3 clusters Score -497945.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -498274.156250 Penalty: 2810.386719
	Iteration 5F: 3 clusters Score -498274.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -498501.968750 Penalty: 2810.386719
	Iteration 6F: 3 clusters Score -498502 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -498664.968750 Penalty: 2810.386719
	Iteration 7Q: 3 clusters Score -498665 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -498805.968750 Penalty: 2810.386719
	Iteration 8Q: 3 clusters Score -498806 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -498944.968750 Penalty: 2810.386719
	Iteration 9Q: 3 clusters Score -498945 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -499093.937500 Penalty: 2810.386719
	Iteration 10Q: 3 clusters Score -499093.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -499229.000000 Penalty: 2810.386719
	Iteration 11Q: 3 clusters Score -499229 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -499349.156250 Penalty: 2810.386719
	Iteration 12Q: 3 clusters Score -499349.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -499454.812500 Penalty: 2810.386719
	Iteration 13Q: 3 clusters Score -499454.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -499542.781250 Penalty: 2810.386719
	Iteration 14Q: 3 clusters Score -499542.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -499619.125000 Penalty: 2810.386719
	Iteration 15Q: 3 clusters Score -499619.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -499670.468750 Penalty: 2810.386719
	Iteration 16Q: 3 clusters Score -499670.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -499707.375000 Penalty: 2810.386719
	Iteration 17Q: 3 clusters Score -499707.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -499734.625000 Penalty: 2810.386719
	Iteration 18Q: 3 clusters Score -499734.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -499764.812500 Penalty: 2810.386719
	Iteration 19Q: 3 clusters Score -499764.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -499780.937500 Penalty: 2810.386719
	Iteration 20F: 3 clusters Score -499780.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -499793.562500 Penalty: 2810.386719
	Iteration 21Q: 3 clusters Score -499793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -499803.375000 Penalty: 2810.386719
	Iteration 22Q: 3 clusters Score -499803.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -499813.375000 Penalty: 2810.386719
	Iteration 23Q: 3 clusters Score -499813.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -499819.937500 Penalty: 2810.386719
	Iteration 24Q: 3 clusters Score -499819.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -499826.593750 Penalty: 2810.386719
	Iteration 25Q: 3 clusters Score -499826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -499828.250000 Penalty: 2810.386719
	Iteration 26Q: 3 clusters Score -499828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -499830.906250 Penalty: 2810.386719
	Iteration 27Q: 3 clusters Score -499830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -499833.125000 Penalty: 2810.386719
	Iteration 28Q: 3 clusters Score -499833.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -499835.781250 Penalty: 2810.386719
	Iteration 29Q: 3 clusters Score -499835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -499838.062500 Penalty: 2810.386719
	Iteration 30Q: 3 clusters Score -499838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -499839.093750 Penalty: 2810.386719
	Iteration 31Q: 3 clusters Score -499839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -499839.281250 Penalty: 2810.386719
	Iteration 32Q: 3 clusters Score -499839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -499838.718750 Penalty: 2810.386719
	Iteration 33Q: 3 clusters Score -499838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -499841.093750 Penalty: 2810.386719
	Iteration 34Q: 3 clusters Score -499841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -499841.593750 Penalty: 2810.386719
	Iteration 35Q: 3 clusters Score -499841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -499843.656250 Penalty: 2810.386719
	Iteration 36Q: 3 clusters Score -499843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -499845.437500 Penalty: 2810.386719
	Iteration 37Q: 3 clusters Score -499845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -499848.125000 Penalty: 2810.386719
	Iteration 38Q: 3 clusters Score -499848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -499850.468750 Penalty: 2810.386719
	Iteration 39Q: 3 clusters Score -499850.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -499854.562500 Penalty: 2810.386719
	Iteration 40F: 3 clusters Score -499854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -499858.343750 Penalty: 2810.386719
	Iteration 41Q: 3 clusters Score -499858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -499863.750000 Penalty: 2810.386719
	Iteration 42Q: 3 clusters Score -499863.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -499870.781250 Penalty: 2810.386719
	Iteration 43Q: 3 clusters Score -499870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -499884.843750 Penalty: 2810.386719
	Iteration 44Q: 3 clusters Score -499884.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -499899.531250 Penalty: 2810.386719
	Iteration 45Q: 3 clusters Score -499899.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -499916.625000 Penalty: 2810.386719
	Iteration 46Q: 3 clusters Score -499916.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -499937.437500 Penalty: 2810.386719
	Iteration 47Q: 3 clusters Score -499937.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -499975.343750 Penalty: 2810.386719
	Iteration 48Q: 3 clusters Score -499975.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -500019.687500 Penalty: 2810.386719
	Iteration 49Q: 3 clusters Score -500019.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -500051.875000 Penalty: 2810.386719
	Iteration 50Q: 3 clusters Score -500051.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -500078.812500 Penalty: 2810.386719
	Iteration 51Q: 3 clusters Score -500078.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -500083.968750 Penalty: 2810.386719
	Iteration 52Q: 3 clusters Score -500084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -500085.750000 Penalty: 2810.386719
	Iteration 53Q: 3 clusters Score -500085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -500086.437500 Penalty: 2810.386719
	Iteration 54Q: 3 clusters Score -500086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -500087.593750 Penalty: 2810.386719
	Iteration 55Q: 3 clusters Score -500087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -500087.593750 Penalty: 2810.386719
	Iteration 56F: 3 clusters Score -500087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 185478 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13877 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21890 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12236 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Mstep: Class 24 contains 946 members 
Entering Unmasked Estep 
Score: -51563520.000000 Penalty: 51736.554688
Splitting cluster 1 changes total score from -51564088.000000 to -51563520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (185478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185478 members 
Entering Unmasked Estep 
Score: -17400050.000000 Penalty: 1971.237427
	Iteration 0F: 2 clusters Score -1.740005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 92846 members 
Entering Unmasked Estep 
Score: -17275932.000000 Penalty: 3942.474854
	Iteration 0F: 3 clusters Score -1.727593e+07 nChanged 89850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -17328576.000000 Penalty: 3942.474854
	Iteration 1F: 3 clusters Score -1.732858e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -17329360.000000 Penalty: 3942.474854
	Iteration 2Q: 3 clusters Score -1.732936e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -17330528.000000 Penalty: 3942.474854
	Iteration 3Q: 3 clusters Score -1.733053e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 103197 members 
Entering Unmasked Estep 
Score: -17332204.000000 Penalty: 3942.474854
	Iteration 4Q: 3 clusters Score -1.73322e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -17335018.000000 Penalty: 3942.474854
	Iteration 5Q: 3 clusters Score -1.733502e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -17340238.000000 Penalty: 3942.474854
	Iteration 6F: 3 clusters Score -1.734024e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 129112 members 
Entering Unmasked Estep 
Score: -17348974.000000 Penalty: 3942.474854
	Iteration 7F: 3 clusters Score -1.734897e+07 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 142502 members 
Entering Unmasked Estep 
Score: -17360844.000000 Penalty: 3942.474854
	Iteration 8F: 3 clusters Score -1.736084e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -17372946.000000 Penalty: 3942.474854
	Iteration 9F: 3 clusters Score -1.737295e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -17382640.000000 Penalty: 3942.474854
	Iteration 10F: 3 clusters Score -1.738264e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 171746 members 
Entering Unmasked Estep 
Score: -17388666.000000 Penalty: 3942.474854
	Iteration 11Q: 3 clusters Score -1.738867e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -17392284.000000 Penalty: 3942.474854
	Iteration 12Q: 3 clusters Score -1.739228e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 178821 members 
Entering Unmasked Estep 
Score: -17394414.000000 Penalty: 3942.474854
	Iteration 13Q: 3 clusters Score -1.739441e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 180784 members 
Entering Unmasked Estep 
Score: -17395912.000000 Penalty: 3942.474854
	Iteration 14Q: 3 clusters Score -1.739591e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 182107 members 
Entering Unmasked Estep 
Score: -17396778.000000 Penalty: 3942.474854
	Iteration 15Q: 3 clusters Score -1.739678e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 183010 members 
Entering Unmasked Estep 
Score: -17397384.000000 Penalty: 3942.474854
	Iteration 16Q: 3 clusters Score -1.739738e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 183598 members 
Entering Unmasked Estep 
Score: -17397826.000000 Penalty: 3942.474854
	Iteration 17Q: 3 clusters Score -1.739783e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 183977 members 
Entering Unmasked Estep 
Score: -17398102.000000 Penalty: 3942.474854
	Iteration 18Q: 3 clusters Score -1.73981e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 184206 members 
Entering Unmasked Estep 
Score: -17398246.000000 Penalty: 3942.474854
	Iteration 19Q: 3 clusters Score -1.739825e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 184345 members 
Entering Unmasked Estep 
Score: -17398334.000000 Penalty: 3942.474854
	Iteration 20F: 3 clusters Score -1.739833e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 184441 members 
Entering Unmasked Estep 
Score: -17398344.000000 Penalty: 3942.474854
	Iteration 21Q: 3 clusters Score -1.739834e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 184490 members 
Entering Unmasked Estep 
Score: -17398388.000000 Penalty: 3942.474854
	Iteration 22Q: 3 clusters Score -1.739839e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 184529 members 
Entering Unmasked Estep 
Score: -17398390.000000 Penalty: 3942.474854
	Iteration 23Q: 3 clusters Score -1.739839e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 184564 members 
Entering Unmasked Estep 
Score: -17398404.000000 Penalty: 3942.474854
	Iteration 24Q: 3 clusters Score -1.73984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 184599 members 
Entering Unmasked Estep 
Score: -17398436.000000 Penalty: 3942.474854
	Iteration 25Q: 3 clusters Score -1.739844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 184627 members 
Entering Unmasked Estep 
Score: -17398454.000000 Penalty: 3942.474854
	Iteration 26Q: 3 clusters Score -1.739845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 184649 members 
Entering Unmasked Estep 
Score: -17398456.000000 Penalty: 3942.474854
	Iteration 27Q: 3 clusters Score -1.739846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 184666 members 
Entering Unmasked Estep 
Score: -17398466.000000 Penalty: 3942.474854
	Iteration 28Q: 3 clusters Score -1.739847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 184683 members 
Entering Unmasked Estep 
Score: -17398494.000000 Penalty: 3942.474854
	Iteration 29Q: 3 clusters Score -1.739849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 184698 members 
Entering Unmasked Estep 
Score: -17398480.000000 Penalty: 3942.474854
	Iteration 30Q: 3 clusters Score -1.739848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 184706 members 
Entering Unmasked Estep 
Score: -17398488.000000 Penalty: 3942.474854
	Iteration 31Q: 3 clusters Score -1.739849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 184710 members 
Entering Unmasked Estep 
Score: -17398492.000000 Penalty: 3942.474854
	Iteration 32Q: 3 clusters Score -1.739849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 184712 members 
Entering Unmasked Estep 
Score: -17398496.000000 Penalty: 3942.474854
	Iteration 33Q: 3 clusters Score -1.73985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 184713 members 
Entering Unmasked Estep 
Score: -17398502.000000 Penalty: 3942.474854
	Iteration 34Q: 3 clusters Score -1.73985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 184714 members 
Entering Unmasked Estep 
Score: -17398498.000000 Penalty: 3942.474854
	Iteration 35Q: 3 clusters Score -1.73985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 184715 members 
Entering Unmasked Estep 
Score: -17398504.000000 Penalty: 3942.474854
	Iteration 36Q: 3 clusters Score -1.73985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 184715 members 
Entering Unmasked Estep 
Score: -17398496.000000 Penalty: 3942.474854
	Iteration 37Q: 3 clusters Score -1.73985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 184714 members 
Entering Unmasked Estep 
Score: -17398496.000000 Penalty: 3942.474854
	Iteration 38Q: 3 clusters Score -1.73985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 184714 members 
Entering Unmasked Estep 
Score: -17398496.000000 Penalty: 3942.474854
	Iteration 39F: 3 clusters Score -1.73985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -463406.531250 Penalty: 1390.666992
	Iteration 0F: 2 clusters Score -463406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -459322.218750 Penalty: 2781.333984
	Iteration 0F: 3 clusters Score -459322.2 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -460612.812500 Penalty: 2781.333984
	Iteration 1F: 3 clusters Score -460612.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -460826.156250 Penalty: 2781.333984
	Iteration 2F: 3 clusters Score -460826.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -461024.906250 Penalty: 2781.333984
	Iteration 3F: 3 clusters Score -461024.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -461196.062500 Penalty: 2781.333984
	Iteration 4F: 3 clusters Score -461196.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -461372.031250 Penalty: 2781.333984
	Iteration 5Q: 3 clusters Score -461372 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -461520.406250 Penalty: 2781.333984
	Iteration 6Q: 3 clusters Score -461520.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -461654.062500 Penalty: 2781.333984
	Iteration 7Q: 3 clusters Score -461654.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -461780.937500 Penalty: 2781.333984
	Iteration 8Q: 3 clusters Score -461780.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -461859.312500 Penalty: 2781.333984
	Iteration 9Q: 3 clusters Score -461859.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -461932.437500 Penalty: 2781.333984
	Iteration 10Q: 3 clusters Score -461932.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -461983.875000 Penalty: 2781.333984
	Iteration 11Q: 3 clusters Score -461983.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -462019.718750 Penalty: 2781.333984
	Iteration 12Q: 3 clusters Score -462019.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -462047.937500 Penalty: 2781.333984
	Iteration 13Q: 3 clusters Score -462047.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -462074.562500 Penalty: 2781.333984
	Iteration 14Q: 3 clusters Score -462074.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -462098.062500 Penalty: 2781.333984
	Iteration 15Q: 3 clusters Score -462098.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -462120.031250 Penalty: 2781.333984
	Iteration 16Q: 3 clusters Score -462120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -462136.437500 Penalty: 2781.333984
	Iteration 17Q: 3 clusters Score -462136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -462149.375000 Penalty: 2781.333984
	Iteration 18Q: 3 clusters Score -462149.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -462157.343750 Penalty: 2781.333984
	Iteration 19Q: 3 clusters Score -462157.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -462167.531250 Penalty: 2781.333984
	Iteration 20F: 3 clusters Score -462167.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -462179.093750 Penalty: 2781.333984
	Iteration 21Q: 3 clusters Score -462179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -462185.031250 Penalty: 2781.333984
	Iteration 22Q: 3 clusters Score -462185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -462191.593750 Penalty: 2781.333984
	Iteration 23Q: 3 clusters Score -462191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -462197.281250 Penalty: 2781.333984
	Iteration 24Q: 3 clusters Score -462197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -462198.406250 Penalty: 2781.333984
	Iteration 25Q: 3 clusters Score -462198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -462201.062500 Penalty: 2781.333984
	Iteration 26Q: 3 clusters Score -462201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -462200.812500 Penalty: 2781.333984
	Iteration 27Q: 3 clusters Score -462200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -462202.250000 Penalty: 2781.333984
	Iteration 28Q: 3 clusters Score -462202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -462204.312500 Penalty: 2781.333984
	Iteration 29Q: 3 clusters Score -462204.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -462205.562500 Penalty: 2781.333984
	Iteration 30Q: 3 clusters Score -462205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -462206.781250 Penalty: 2781.333984
	Iteration 31Q: 3 clusters Score -462206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -462209.156250 Penalty: 2781.333984
	Iteration 32Q: 3 clusters Score -462209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -462211.468750 Penalty: 2781.333984
	Iteration 33Q: 3 clusters Score -462211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -462216.062500 Penalty: 2781.333984
	Iteration 34Q: 3 clusters Score -462216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -462217.437500 Penalty: 2781.333984
	Iteration 35Q: 3 clusters Score -462217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -462217.437500 Penalty: 2781.333984
	Iteration 36Q: 3 clusters Score -462217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -462217.437500 Penalty: 2781.333984
	Iteration 37F: 3 clusters Score -462217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Entering Unmasked Estep 
Score: -4561694.500000 Penalty: 1755.331787
	Iteration 0F: 2 clusters Score -4561694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4528837.000000 Penalty: 3510.663574
	Iteration 0F: 3 clusters Score -4528837 nChanged 22979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4542478.500000 Penalty: 3510.663574
	Iteration 1F: 3 clusters Score -4542478 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4543548.500000 Penalty: 3510.663574
	Iteration 2F: 3 clusters Score -4543548 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4544933.500000 Penalty: 3510.663574
	Iteration 3F: 3 clusters Score -4544934 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -4546959.000000 Penalty: 3510.663574
	Iteration 4F: 3 clusters Score -4546959 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4549786.000000 Penalty: 3510.663574
	Iteration 5F: 3 clusters Score -4549786 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4553066.500000 Penalty: 3510.663574
	Iteration 6F: 3 clusters Score -4553066 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4555879.000000 Penalty: 3510.663574
	Iteration 7F: 3 clusters Score -4555879 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4557801.000000 Penalty: 3510.663574
	Iteration 8Q: 3 clusters Score -4557801 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4558854.500000 Penalty: 3510.663574
	Iteration 9Q: 3 clusters Score -4558854 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4559456.000000 Penalty: 3510.663574
	Iteration 10Q: 3 clusters Score -4559456 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4559854.500000 Penalty: 3510.663574
	Iteration 11Q: 3 clusters Score -4559854 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4560047.500000 Penalty: 3510.663574
	Iteration 12Q: 3 clusters Score -4560048 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4560170.500000 Penalty: 3510.663574
	Iteration 13Q: 3 clusters Score -4560170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4560239.500000 Penalty: 3510.663574
	Iteration 14Q: 3 clusters Score -4560240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4560282.000000 Penalty: 3510.663574
	Iteration 15Q: 3 clusters Score -4560282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4560303.000000 Penalty: 3510.663574
	Iteration 16Q: 3 clusters Score -4560303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4560323.500000 Penalty: 3510.663574
	Iteration 17Q: 3 clusters Score -4560324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4560342.000000 Penalty: 3510.663574
	Iteration 18Q: 3 clusters Score -4560342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4560356.000000 Penalty: 3510.663574
	Iteration 19Q: 3 clusters Score -4560356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4560361.500000 Penalty: 3510.663574
	Iteration 20F: 3 clusters Score -4560362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4560358.000000 Penalty: 3510.663574
	Iteration 21Q: 3 clusters Score -4560358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4560363.500000 Penalty: 3510.663574
	Iteration 22Q: 3 clusters Score -4560364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4560363.500000 Penalty: 3510.663574
	Iteration 23Q: 3 clusters Score -4560364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4560367.000000 Penalty: 3510.663574
	Iteration 24Q: 3 clusters Score -4560367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4560369.500000 Penalty: 3510.663574
	Iteration 25Q: 3 clusters Score -4560370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4560373.500000 Penalty: 3510.663574
	Iteration 26Q: 3 clusters Score -4560374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4560372.500000 Penalty: 3510.663574
	Iteration 27Q: 3 clusters Score -4560372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4560376.000000 Penalty: 3510.663574
	Iteration 28Q: 3 clusters Score -4560376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4560378.000000 Penalty: 3510.663574
	Iteration 29Q: 3 clusters Score -4560378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4560377.500000 Penalty: 3510.663574
	Iteration 30Q: 3 clusters Score -4560378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4560377.500000 Penalty: 3510.663574
	Iteration 31F: 3 clusters Score -4560378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Entering Unmasked Estep 
Score: -1316933.500000 Penalty: 1549.922974
	Iteration 0F: 2 clusters Score -1316934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1307275.000000 Penalty: 3099.845947
	Iteration 0F: 3 clusters Score -1307275 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1310589.500000 Penalty: 3099.845947
	Iteration 1F: 3 clusters Score -1310590 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1310914.125000 Penalty: 3099.845947
	Iteration 2F: 3 clusters Score -1310914 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1311206.375000 Penalty: 3099.845947
	Iteration 3F: 3 clusters Score -1311206 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1311518.250000 Penalty: 3099.845947
	Iteration 4Q: 3 clusters Score -1311518 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1311852.750000 Penalty: 3099.845947
	Iteration 5Q: 3 clusters Score -1311853 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1312195.625000 Penalty: 3099.845947
	Iteration 6Q: 3 clusters Score -1312196 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1312571.625000 Penalty: 3099.845947
	Iteration 7Q: 3 clusters Score -1312572 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1312937.125000 Penalty: 3099.845947
	Iteration 8Q: 3 clusters Score -1312937 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1313330.375000 Penalty: 3099.845947
	Iteration 9Q: 3 clusters Score -1313330 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1313693.375000 Penalty: 3099.845947
	Iteration 10Q: 3 clusters Score -1313693 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1313995.375000 Penalty: 3099.845947
	Iteration 11Q: 3 clusters Score -1313995 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1314206.375000 Penalty: 3099.845947
	Iteration 12Q: 3 clusters Score -1314206 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1314342.125000 Penalty: 3099.845947
	Iteration 13Q: 3 clusters Score -1314342 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1314441.250000 Penalty: 3099.845947
	Iteration 14Q: 3 clusters Score -1314441 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1314508.125000 Penalty: 3099.845947
	Iteration 15Q: 3 clusters Score -1314508 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1314567.375000 Penalty: 3099.845947
	Iteration 16Q: 3 clusters Score -1314567 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1314636.375000 Penalty: 3099.845947
	Iteration 17Q: 3 clusters Score -1314636 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1314744.875000 Penalty: 3099.845947
	Iteration 18Q: 3 clusters Score -1314745 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1314888.000000 Penalty: 3099.845947
	Iteration 19Q: 3 clusters Score -1314888 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1315005.500000 Penalty: 3099.845947
	Iteration 20F: 3 clusters Score -1315006 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1315078.750000 Penalty: 3099.845947
	Iteration 21Q: 3 clusters Score -1315079 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1315115.250000 Penalty: 3099.845947
	Iteration 22Q: 3 clusters Score -1315115 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1315138.375000 Penalty: 3099.845947
	Iteration 23Q: 3 clusters Score -1315138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1315159.625000 Penalty: 3099.845947
	Iteration 24Q: 3 clusters Score -1315160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1315168.250000 Penalty: 3099.845947
	Iteration 25Q: 3 clusters Score -1315168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1315183.875000 Penalty: 3099.845947
	Iteration 26Q: 3 clusters Score -1315184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1315187.500000 Penalty: 3099.845947
	Iteration 27Q: 3 clusters Score -1315188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1315190.250000 Penalty: 3099.845947
	Iteration 28Q: 3 clusters Score -1315190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1315192.875000 Penalty: 3099.845947
	Iteration 29Q: 3 clusters Score -1315193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1315193.875000 Penalty: 3099.845947
	Iteration 30Q: 3 clusters Score -1315194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1315197.375000 Penalty: 3099.845947
	Iteration 31Q: 3 clusters Score -1315197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1315201.000000 Penalty: 3099.845947
	Iteration 32Q: 3 clusters Score -1315201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1315200.750000 Penalty: 3099.845947
	Iteration 33Q: 3 clusters Score -1315201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1315203.750000 Penalty: 3099.845947
	Iteration 34Q: 3 clusters Score -1315204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1315209.000000 Penalty: 3099.845947
	Iteration 35Q: 3 clusters Score -1315209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1315214.500000 Penalty: 3099.845947
	Iteration 36Q: 3 clusters Score -1315214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1315220.500000 Penalty: 3099.845947
	Iteration 37Q: 3 clusters Score -1315220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1315221.750000 Penalty: 3099.845947
	Iteration 38Q: 3 clusters Score -1315222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1315223.250000 Penalty: 3099.845947
	Iteration 39Q: 3 clusters Score -1315223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1315222.875000 Penalty: 3099.845947
	Iteration 40F: 3 clusters Score -1315223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1315225.625000 Penalty: 3099.845947
	Iteration 41Q: 3 clusters Score -1315226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1315224.875000 Penalty: 3099.845947
	Iteration 42Q: 3 clusters Score -1315225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1315226.250000 Penalty: 3099.845947
	Iteration 43Q: 3 clusters Score -1315226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1315222.625000 Penalty: 3099.845947
	Iteration 44Q: 3 clusters Score -1315223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1315224.750000 Penalty: 3099.845947
	Iteration 45Q: 3 clusters Score -1315225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1315226.000000 Penalty: 3099.845947
	Iteration 46Q: 3 clusters Score -1315226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1315225.125000 Penalty: 3099.845947
	Iteration 47Q: 3 clusters Score -1315225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1315224.625000 Penalty: 3099.845947
	Iteration 48Q: 3 clusters Score -1315225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1315224.750000 Penalty: 3099.845947
	Iteration 49Q: 3 clusters Score -1315225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1315224.000000 Penalty: 3099.845947
	Iteration 50Q: 3 clusters Score -1315224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1315224.000000 Penalty: 3099.845947
	Iteration 51Q: 3 clusters Score -1315224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1315223.000000 Penalty: 3099.845947
	Iteration 52Q: 3 clusters Score -1315223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1315221.125000 Penalty: 3099.845947
	Iteration 53Q: 3 clusters Score -1315221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1315231.375000 Penalty: 3099.845947
	Iteration 54Q: 3 clusters Score -1315231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1315230.750000 Penalty: 3099.845947
	Iteration 55Q: 3 clusters Score -1315231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1315231.375000 Penalty: 3099.845947
	Iteration 56Q: 3 clusters Score -1315231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1315231.125000 Penalty: 3099.845947
	Iteration 57Q: 3 clusters Score -1315231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1315232.875000 Penalty: 3099.845947
	Iteration 58Q: 3 clusters Score -1315233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1315232.125000 Penalty: 3099.845947
	Iteration 59Q: 3 clusters Score -1315232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1315232.750000 Penalty: 3099.845947
	Iteration 60F: 3 clusters Score -1315233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Entering Unmasked Estep 
Score: -721890.187500 Penalty: 1456.055176
	Iteration 0F: 2 clusters Score -721890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -716136.875000 Penalty: 2912.110352
	Iteration 0F: 3 clusters Score -716136.9 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -717905.687500 Penalty: 2912.110352
	Iteration 1F: 3 clusters Score -717905.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -718148.687500 Penalty: 2912.110352
	Iteration 2F: 3 clusters Score -718148.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -718369.500000 Penalty: 2912.110352
	Iteration 3F: 3 clusters Score -718369.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -718680.812500 Penalty: 2912.110352
	Iteration 4F: 3 clusters Score -718680.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -719120.250000 Penalty: 2912.110352
	Iteration 5F: 3 clusters Score -719120.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -719714.750000 Penalty: 2912.110352
	Iteration 6F: 3 clusters Score -719714.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -720251.125000 Penalty: 2912.110352
	Iteration 7F: 3 clusters Score -720251.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -720659.812500 Penalty: 2912.110352
	Iteration 8F: 3 clusters Score -720659.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -720983.187500 Penalty: 2912.110352
	Iteration 9Q: 3 clusters Score -720983.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -721216.500000 Penalty: 2912.110352
	Iteration 10Q: 3 clusters Score -721216.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -721409.687500 Penalty: 2912.110352
	Iteration 11Q: 3 clusters Score -721409.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -721574.625000 Penalty: 2912.110352
	Iteration 12Q: 3 clusters Score -721574.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -721688.250000 Penalty: 2912.110352
	Iteration 13Q: 3 clusters Score -721688.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -721742.500000 Penalty: 2912.110352
	Iteration 14Q: 3 clusters Score -721742.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -721771.937500 Penalty: 2912.110352
	Iteration 15Q: 3 clusters Score -721771.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -721791.750000 Penalty: 2912.110352
	Iteration 16Q: 3 clusters Score -721791.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -721806.187500 Penalty: 2912.110352
	Iteration 17Q: 3 clusters Score -721806.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -721814.687500 Penalty: 2912.110352
	Iteration 18Q: 3 clusters Score -721814.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -721820.937500 Penalty: 2912.110352
	Iteration 19Q: 3 clusters Score -721820.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -721827.000000 Penalty: 2912.110352
	Iteration 20F: 3 clusters Score -721827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -721832.687500 Penalty: 2912.110352
	Iteration 21Q: 3 clusters Score -721832.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -721832.812500 Penalty: 2912.110352
	Iteration 22Q: 3 clusters Score -721832.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -721835.125000 Penalty: 2912.110352
	Iteration 23Q: 3 clusters Score -721835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -721837.000000 Penalty: 2912.110352
	Iteration 24Q: 3 clusters Score -721837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -721838.250000 Penalty: 2912.110352
	Iteration 25Q: 3 clusters Score -721838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -721839.562500 Penalty: 2912.110352
	Iteration 26Q: 3 clusters Score -721839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -721840.375000 Penalty: 2912.110352
	Iteration 27Q: 3 clusters Score -721840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -721840.000000 Penalty: 2912.110352
	Iteration 28Q: 3 clusters Score -721840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -721840.000000 Penalty: 2912.110352
	Iteration 29F: 3 clusters Score -721840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Entering Unmasked Estep 
Score: -2087494.625000 Penalty: 1623.989990
	Iteration 0F: 2 clusters Score -2087495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2072544.750000 Penalty: 3247.979980
	Iteration 0F: 3 clusters Score -2072545 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2078174.125000 Penalty: 3247.979980
	Iteration 1F: 3 clusters Score -2078174 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2078664.125000 Penalty: 3247.979980
	Iteration 2F: 3 clusters Score -2078664 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2079282.625000 Penalty: 3247.979980
	Iteration 3F: 3 clusters Score -2079283 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2080026.250000 Penalty: 3247.979980
	Iteration 4F: 3 clusters Score -2080026 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2080966.875000 Penalty: 3247.979980
	Iteration 5F: 3 clusters Score -2080967 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2081988.125000 Penalty: 3247.979980
	Iteration 6F: 3 clusters Score -2081988 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2083122.875000 Penalty: 3247.979980
	Iteration 7F: 3 clusters Score -2083123 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2084154.250000 Penalty: 3247.979980
	Iteration 8F: 3 clusters Score -2084154 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2084934.000000 Penalty: 3247.979980
	Iteration 9Q: 3 clusters Score -2084934 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2085428.000000 Penalty: 3247.979980
	Iteration 10Q: 3 clusters Score -2085428 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2085722.000000 Penalty: 3247.979980
	Iteration 11Q: 3 clusters Score -2085722 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2085915.875000 Penalty: 3247.979980
	Iteration 12Q: 3 clusters Score -2085916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2086010.125000 Penalty: 3247.979980
	Iteration 13Q: 3 clusters Score -2086010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2086057.250000 Penalty: 3247.979980
	Iteration 14Q: 3 clusters Score -2086057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2086080.875000 Penalty: 3247.979980
	Iteration 15Q: 3 clusters Score -2086081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2086090.875000 Penalty: 3247.979980
	Iteration 16Q: 3 clusters Score -2086091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2086101.250000 Penalty: 3247.979980
	Iteration 17Q: 3 clusters Score -2086101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2086110.000000 Penalty: 3247.979980
	Iteration 18Q: 3 clusters Score -2086110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2086111.250000 Penalty: 3247.979980
	Iteration 19Q: 3 clusters Score -2086111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2086114.500000 Penalty: 3247.979980
	Iteration 20F: 3 clusters Score -2086114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2086116.625000 Penalty: 3247.979980
	Iteration 21Q: 3 clusters Score -2086117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2086119.625000 Penalty: 3247.979980
	Iteration 22Q: 3 clusters Score -2086120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2086122.250000 Penalty: 3247.979980
	Iteration 23Q: 3 clusters Score -2086122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2086122.250000 Penalty: 3247.979980
	Iteration 24F: 3 clusters Score -2086122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -503501.625000 Penalty: 1406.302490
	Iteration 0F: 2 clusters Score -503501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -499056.187500 Penalty: 2812.604980
	Iteration 0F: 3 clusters Score -499056.2 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -500316.406250 Penalty: 2812.604980
	Iteration 1F: 3 clusters Score -500316.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -500656.375000 Penalty: 2812.604980
	Iteration 2F: 3 clusters Score -500656.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -501244.937500 Penalty: 2812.604980
	Iteration 3F: 3 clusters Score -501244.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -502031.843750 Penalty: 2812.604980
	Iteration 4F: 3 clusters Score -502031.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -502764.125000 Penalty: 2812.604980
	Iteration 5F: 3 clusters Score -502764.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -503246.968750 Penalty: 2812.604980
	Iteration 6F: 3 clusters Score -503247 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -503451.656250 Penalty: 2812.604980
	Iteration 7F: 3 clusters Score -503451.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -503520.718750 Penalty: 2812.604980
	Iteration 8Q: 3 clusters Score -503520.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -503555.062500 Penalty: 2812.604980
	Iteration 9Q: 3 clusters Score -503555.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -503571.906250 Penalty: 2812.604980
	Iteration 10Q: 3 clusters Score -503571.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -503579.343750 Penalty: 2812.604980
	Iteration 11Q: 3 clusters Score -503579.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -503583.625000 Penalty: 2812.604980
	Iteration 12Q: 3 clusters Score -503583.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -503587.968750 Penalty: 2812.604980
	Iteration 13Q: 3 clusters Score -503588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -503590.937500 Penalty: 2812.604980
	Iteration 14Q: 3 clusters Score -503590.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -503593.375000 Penalty: 2812.604980
	Iteration 15Q: 3 clusters Score -503593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -503593.937500 Penalty: 2812.604980
	Iteration 16Q: 3 clusters Score -503593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -503596.593750 Penalty: 2812.604980
	Iteration 17Q: 3 clusters Score -503596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -503599.125000 Penalty: 2812.604980
	Iteration 18Q: 3 clusters Score -503599.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -503601.781250 Penalty: 2812.604980
	Iteration 19Q: 3 clusters Score -503601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -503603.312500 Penalty: 2812.604980
	Iteration 20F: 3 clusters Score -503603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -503603.437500 Penalty: 2812.604980
	Iteration 21Q: 3 clusters Score -503603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -503603.375000 Penalty: 2812.604980
	Iteration 22Q: 3 clusters Score -503603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -503603.625000 Penalty: 2812.604980
	Iteration 23Q: 3 clusters Score -503603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -503603.812500 Penalty: 2812.604980
	Iteration 24Q: 3 clusters Score -503603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -503603.812500 Penalty: 2812.604980
	Iteration 25F: 3 clusters Score -503603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 185478 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13877 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21890 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12236 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Mstep: Class 24 contains 4075 members 
Entering Unmasked Estep 
Score: -51563352.000000 Penalty: 51736.554688
Splitting cluster 8 changes total score from -51564088.000000 to -51563352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Entering Unmasked Estep 
Score: -684536.375000 Penalty: 1468.676392
	Iteration 0F: 2 clusters Score -684536.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -678492.062500 Penalty: 2937.352783
	Iteration 0F: 3 clusters Score -678492.1 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -680473.687500 Penalty: 2937.352783
	Iteration 1F: 3 clusters Score -680473.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -680782.375000 Penalty: 2937.352783
	Iteration 2F: 3 clusters Score -680782.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -681008.000000 Penalty: 2937.352783
	Iteration 3F: 3 clusters Score -681008 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -681192.125000 Penalty: 2937.352783
	Iteration 4Q: 3 clusters Score -681192.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -681355.437500 Penalty: 2937.352783
	Iteration 5Q: 3 clusters Score -681355.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -681527.562500 Penalty: 2937.352783
	Iteration 6Q: 3 clusters Score -681527.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -681720.812500 Penalty: 2937.352783
	Iteration 7Q: 3 clusters Score -681720.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -681904.875000 Penalty: 2937.352783
	Iteration 8Q: 3 clusters Score -681904.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -682097.375000 Penalty: 2937.352783
	Iteration 9Q: 3 clusters Score -682097.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -682277.812500 Penalty: 2937.352783
	Iteration 10Q: 3 clusters Score -682277.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -682449.187500 Penalty: 2937.352783
	Iteration 11Q: 3 clusters Score -682449.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -682593.437500 Penalty: 2937.352783
	Iteration 12Q: 3 clusters Score -682593.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -682745.937500 Penalty: 2937.352783
	Iteration 13Q: 3 clusters Score -682745.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -682861.062500 Penalty: 2937.352783
	Iteration 14Q: 3 clusters Score -682861.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -682947.812500 Penalty: 2937.352783
	Iteration 15Q: 3 clusters Score -682947.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -683026.250000 Penalty: 2937.352783
	Iteration 16Q: 3 clusters Score -683026.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -683077.687500 Penalty: 2937.352783
	Iteration 17Q: 3 clusters Score -683077.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -683138.937500 Penalty: 2937.352783
	Iteration 18Q: 3 clusters Score -683138.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -683183.187500 Penalty: 2937.352783
	Iteration 19Q: 3 clusters Score -683183.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -683224.437500 Penalty: 2937.352783
	Iteration 20F: 3 clusters Score -683224.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -683269.250000 Penalty: 2937.352783
	Iteration 21Q: 3 clusters Score -683269.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -683300.375000 Penalty: 2937.352783
	Iteration 22Q: 3 clusters Score -683300.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -683326.812500 Penalty: 2937.352783
	Iteration 23Q: 3 clusters Score -683326.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -683347.500000 Penalty: 2937.352783
	Iteration 24Q: 3 clusters Score -683347.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -683367.437500 Penalty: 2937.352783
	Iteration 25Q: 3 clusters Score -683367.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -683379.750000 Penalty: 2937.352783
	Iteration 26Q: 3 clusters Score -683379.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -683387.625000 Penalty: 2937.352783
	Iteration 27Q: 3 clusters Score -683387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -683394.812500 Penalty: 2937.352783
	Iteration 28Q: 3 clusters Score -683394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -683406.500000 Penalty: 2937.352783
	Iteration 29Q: 3 clusters Score -683406.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -683413.312500 Penalty: 2937.352783
	Iteration 30Q: 3 clusters Score -683413.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -683415.312500 Penalty: 2937.352783
	Iteration 31Q: 3 clusters Score -683415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -683419.375000 Penalty: 2937.352783
	Iteration 32Q: 3 clusters Score -683419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -683420.625000 Penalty: 2937.352783
	Iteration 33Q: 3 clusters Score -683420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -683421.062500 Penalty: 2937.352783
	Iteration 34Q: 3 clusters Score -683421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -683422.875000 Penalty: 2937.352783
	Iteration 35Q: 3 clusters Score -683422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -683423.625000 Penalty: 2937.352783
	Iteration 36Q: 3 clusters Score -683423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -683423.625000 Penalty: 2937.352783
	Iteration 37F: 3 clusters Score -683423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Entering Unmasked Estep 
Score: -1156200.000000 Penalty: 1529.472412
	Iteration 0F: 2 clusters Score -1156200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1147489.750000 Penalty: 3058.944824
	Iteration 0F: 3 clusters Score -1147490 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1150494.125000 Penalty: 3058.944824
	Iteration 1F: 3 clusters Score -1150494 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1150815.000000 Penalty: 3058.944824
	Iteration 2F: 3 clusters Score -1150815 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1151156.500000 Penalty: 3058.944824
	Iteration 3F: 3 clusters Score -1151156 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1151539.250000 Penalty: 3058.944824
	Iteration 4F: 3 clusters Score -1151539 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1152006.375000 Penalty: 3058.944824
	Iteration 5F: 3 clusters Score -1152006 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1152576.875000 Penalty: 3058.944824
	Iteration 6F: 3 clusters Score -1152577 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1153129.875000 Penalty: 3058.944824
	Iteration 7F: 3 clusters Score -1153130 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1153609.500000 Penalty: 3058.944824
	Iteration 8Q: 3 clusters Score -1153610 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1153998.625000 Penalty: 3058.944824
	Iteration 9Q: 3 clusters Score -1153999 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1154241.500000 Penalty: 3058.944824
	Iteration 10Q: 3 clusters Score -1154242 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1154391.000000 Penalty: 3058.944824
	Iteration 11Q: 3 clusters Score -1154391 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1154474.250000 Penalty: 3058.944824
	Iteration 12Q: 3 clusters Score -1154474 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1154551.875000 Penalty: 3058.944824
	Iteration 13Q: 3 clusters Score -1154552 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1154609.125000 Penalty: 3058.944824
	Iteration 14Q: 3 clusters Score -1154609 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1154649.875000 Penalty: 3058.944824
	Iteration 15Q: 3 clusters Score -1154650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1154675.375000 Penalty: 3058.944824
	Iteration 16Q: 3 clusters Score -1154675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1154699.750000 Penalty: 3058.944824
	Iteration 17Q: 3 clusters Score -1154700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1154720.000000 Penalty: 3058.944824
	Iteration 18Q: 3 clusters Score -1154720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1154735.625000 Penalty: 3058.944824
	Iteration 19Q: 3 clusters Score -1154736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1154747.750000 Penalty: 3058.944824
	Iteration 20F: 3 clusters Score -1154748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1154760.250000 Penalty: 3058.944824
	Iteration 21Q: 3 clusters Score -1154760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1154772.125000 Penalty: 3058.944824
	Iteration 22Q: 3 clusters Score -1154772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1154784.625000 Penalty: 3058.944824
	Iteration 23Q: 3 clusters Score -1154785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1154795.875000 Penalty: 3058.944824
	Iteration 24Q: 3 clusters Score -1154796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1154807.500000 Penalty: 3058.944824
	Iteration 25Q: 3 clusters Score -1154808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1154824.375000 Penalty: 3058.944824
	Iteration 26Q: 3 clusters Score -1154824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1154833.875000 Penalty: 3058.944824
	Iteration 27Q: 3 clusters Score -1154834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1154845.625000 Penalty: 3058.944824
	Iteration 28Q: 3 clusters Score -1154846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1154851.875000 Penalty: 3058.944824
	Iteration 29Q: 3 clusters Score -1154852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1154857.750000 Penalty: 3058.944824
	Iteration 30Q: 3 clusters Score -1154858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1154865.375000 Penalty: 3058.944824
	Iteration 31Q: 3 clusters Score -1154865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1154871.125000 Penalty: 3058.944824
	Iteration 32Q: 3 clusters Score -1154871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1154875.750000 Penalty: 3058.944824
	Iteration 33Q: 3 clusters Score -1154876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1154881.625000 Penalty: 3058.944824
	Iteration 34Q: 3 clusters Score -1154882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1154886.375000 Penalty: 3058.944824
	Iteration 35Q: 3 clusters Score -1154886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1154891.750000 Penalty: 3058.944824
	Iteration 36Q: 3 clusters Score -1154892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1154901.000000 Penalty: 3058.944824
	Iteration 37Q: 3 clusters Score -1154901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1154907.875000 Penalty: 3058.944824
	Iteration 38Q: 3 clusters Score -1154908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1154922.000000 Penalty: 3058.944824
	Iteration 39Q: 3 clusters Score -1154922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1154930.000000 Penalty: 3058.944824
	Iteration 40F: 3 clusters Score -1154930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1154942.250000 Penalty: 3058.944824
	Iteration 41Q: 3 clusters Score -1154942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1154947.125000 Penalty: 3058.944824
	Iteration 42Q: 3 clusters Score -1154947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1154950.375000 Penalty: 3058.944824
	Iteration 43Q: 3 clusters Score -1154950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1154953.875000 Penalty: 3058.944824
	Iteration 44Q: 3 clusters Score -1154954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1154953.750000 Penalty: 3058.944824
	Iteration 45Q: 3 clusters Score -1154954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1154954.125000 Penalty: 3058.944824
	Iteration 46Q: 3 clusters Score -1154954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1154954.125000 Penalty: 3058.944824
	Iteration 47F: 3 clusters Score -1154954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -176652.062500 Penalty: 1231.448608
	Iteration 0F: 2 clusters Score -176652.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -174592.625000 Penalty: 2462.897217
	Iteration 0F: 3 clusters Score -174592.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -175034.750000 Penalty: 2462.897217
	Iteration 1F: 3 clusters Score -175034.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175142.531250 Penalty: 2462.897217
	Iteration 2F: 3 clusters Score -175142.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175208.125000 Penalty: 2462.897217
	Iteration 3Q: 3 clusters Score -175208.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175239.484375 Penalty: 2462.897217
	Iteration 4Q: 3 clusters Score -175239.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175263.109375 Penalty: 2462.897217
	Iteration 5Q: 3 clusters Score -175263.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -175279.921875 Penalty: 2462.897217
	Iteration 6Q: 3 clusters Score -175279.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -175292.531250 Penalty: 2462.897217
	Iteration 7Q: 3 clusters Score -175292.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175303.031250 Penalty: 2462.897217
	Iteration 8Q: 3 clusters Score -175303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -175310.078125 Penalty: 2462.897217
	Iteration 9Q: 3 clusters Score -175310.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -175317.031250 Penalty: 2462.897217
	Iteration 10Q: 3 clusters Score -175317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -175319.078125 Penalty: 2462.897217
	Iteration 11Q: 3 clusters Score -175319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175321.609375 Penalty: 2462.897217
	Iteration 12Q: 3 clusters Score -175321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175326.078125 Penalty: 2462.897217
	Iteration 13Q: 3 clusters Score -175326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -175330.781250 Penalty: 2462.897217
	Iteration 14Q: 3 clusters Score -175330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -175332.859375 Penalty: 2462.897217
	Iteration 15Q: 3 clusters Score -175332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -175334.593750 Penalty: 2462.897217
	Iteration 16Q: 3 clusters Score -175334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -175335.765625 Penalty: 2462.897217
	Iteration 17Q: 3 clusters Score -175335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175337.390625 Penalty: 2462.897217
	Iteration 18Q: 3 clusters Score -175337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175338.468750 Penalty: 2462.897217
	Iteration 19Q: 3 clusters Score -175338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175338.812500 Penalty: 2462.897217
	Iteration 20F: 3 clusters Score -175338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175339.750000 Penalty: 2462.897217
	Iteration 21Q: 3 clusters Score -175339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175341.484375 Penalty: 2462.897217
	Iteration 22Q: 3 clusters Score -175341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175342.703125 Penalty: 2462.897217
	Iteration 23Q: 3 clusters Score -175342.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175344.890625 Penalty: 2462.897217
	Iteration 24Q: 3 clusters Score -175344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -175347.609375 Penalty: 2462.897217
	Iteration 25Q: 3 clusters Score -175347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -175350.125000 Penalty: 2462.897217
	Iteration 26Q: 3 clusters Score -175350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175353.421875 Penalty: 2462.897217
	Iteration 27Q: 3 clusters Score -175353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175355.593750 Penalty: 2462.897217
	Iteration 28Q: 3 clusters Score -175355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175357.421875 Penalty: 2462.897217
	Iteration 29Q: 3 clusters Score -175357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -175363.140625 Penalty: 2462.897217
	Iteration 30Q: 3 clusters Score -175363.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -175366.671875 Penalty: 2462.897217
	Iteration 31Q: 3 clusters Score -175366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175369.171875 Penalty: 2462.897217
	Iteration 32Q: 3 clusters Score -175369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175371.671875 Penalty: 2462.897217
	Iteration 33Q: 3 clusters Score -175371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -175372.515625 Penalty: 2462.897217
	Iteration 34Q: 3 clusters Score -175372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -175374.640625 Penalty: 2462.897217
	Iteration 35Q: 3 clusters Score -175374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -175376.812500 Penalty: 2462.897217
	Iteration 36Q: 3 clusters Score -175376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175380.125000 Penalty: 2462.897217
	Iteration 37Q: 3 clusters Score -175380.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175382.531250 Penalty: 2462.897217
	Iteration 38Q: 3 clusters Score -175382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175384.609375 Penalty: 2462.897217
	Iteration 39Q: 3 clusters Score -175384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175385.890625 Penalty: 2462.897217
	Iteration 40F: 3 clusters Score -175385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -175388.906250 Penalty: 2462.897217
	Iteration 41Q: 3 clusters Score -175388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -175391.359375 Penalty: 2462.897217
	Iteration 42Q: 3 clusters Score -175391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175391.890625 Penalty: 2462.897217
	Iteration 43Q: 3 clusters Score -175391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -175392.015625 Penalty: 2462.897217
	Iteration 44Q: 3 clusters Score -175392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175392.515625 Penalty: 2462.897217
	Iteration 45Q: 3 clusters Score -175392.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175392.515625 Penalty: 2462.897217
	Iteration 46F: 3 clusters Score -175392.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -503074.281250 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -503074.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -498847.562500 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -498847.6 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -499985.781250 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -499985.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -500168.625000 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -500168.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -500280.687500 Penalty: 2789.407715
	Iteration 3Q: 3 clusters Score -500280.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -500358.218750 Penalty: 2789.407715
	Iteration 4Q: 3 clusters Score -500358.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -500420.875000 Penalty: 2789.407715
	Iteration 5Q: 3 clusters Score -500420.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -500473.812500 Penalty: 2789.407715
	Iteration 6Q: 3 clusters Score -500473.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -500526.968750 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -500527 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -500585.843750 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -500585.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -500641.718750 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -500641.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -500695.125000 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -500695.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -500746.468750 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -500746.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -500798.125000 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -500798.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -500861.750000 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -500861.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -500925.125000 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -500925.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -501007.656250 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -501007.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -501117.000000 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -501117 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -501246.531250 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -501246.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -501350.687500 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -501350.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -501440.718750 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -501440.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -501492.562500 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -501492.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -501530.718750 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -501530.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -501554.062500 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -501554.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -501573.875000 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -501573.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -501592.656250 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -501592.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -501608.250000 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -501608.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -501620.656250 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -501620.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -501631.468750 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -501631.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -501638.750000 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -501638.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -501644.093750 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -501644.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -501650.187500 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -501650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -501652.093750 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -501652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -501654.312500 Penalty: 2789.407715
	Iteration 32Q: 3 clusters Score -501654.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -501658.250000 Penalty: 2789.407715
	Iteration 33Q: 3 clusters Score -501658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -501659.687500 Penalty: 2789.407715
	Iteration 34Q: 3 clusters Score -501659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -501660.500000 Penalty: 2789.407715
	Iteration 35Q: 3 clusters Score -501660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -501661.937500 Penalty: 2789.407715
	Iteration 36Q: 3 clusters Score -501661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -501663.937500 Penalty: 2789.407715
	Iteration 37Q: 3 clusters Score -501663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -501664.343750 Penalty: 2789.407715
	Iteration 38Q: 3 clusters Score -501664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -501665.593750 Penalty: 2789.407715
	Iteration 39Q: 3 clusters Score -501665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -501667.906250 Penalty: 2789.407715
	Iteration 40F: 3 clusters Score -501667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -501670.187500 Penalty: 2789.407715
	Iteration 41Q: 3 clusters Score -501670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -501673.937500 Penalty: 2789.407715
	Iteration 42Q: 3 clusters Score -501673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -501673.875000 Penalty: 2789.407715
	Iteration 43Q: 3 clusters Score -501673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -501675.093750 Penalty: 2789.407715
	Iteration 44Q: 3 clusters Score -501675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -501675.718750 Penalty: 2789.407715
	Iteration 45Q: 3 clusters Score -501675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -501676.437500 Penalty: 2789.407715
	Iteration 46Q: 3 clusters Score -501676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -501677.562500 Penalty: 2789.407715
	Iteration 47Q: 3 clusters Score -501677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -501679.125000 Penalty: 2789.407715
	Iteration 48Q: 3 clusters Score -501679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -501680.062500 Penalty: 2789.407715
	Iteration 49Q: 3 clusters Score -501680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -501681.031250 Penalty: 2789.407715
	Iteration 50Q: 3 clusters Score -501681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -501680.656250 Penalty: 2789.407715
	Iteration 51Q: 3 clusters Score -501680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -501680.656250 Penalty: 2789.407715
	Iteration 52F: 3 clusters Score -501680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Entering Unmasked Estep 
Score: -15182862.000000 Penalty: 1957.130127
	Iteration 0F: 2 clusters Score -1.518286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -15068832.000000 Penalty: 3914.260254
	Iteration 0F: 3 clusters Score -1.506883e+07 nChanged 82149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -15117045.000000 Penalty: 3914.260254
	Iteration 1F: 3 clusters Score -1.511704e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -15118673.000000 Penalty: 3914.260254
	Iteration 2Q: 3 clusters Score -1.511867e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -15120922.000000 Penalty: 3914.260254
	Iteration 3Q: 3 clusters Score -1.512092e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -15124192.000000 Penalty: 3914.260254
	Iteration 4Q: 3 clusters Score -1.512419e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95562 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -15128691.000000 Penalty: 3914.260254
	Iteration 5Q: 3 clusters Score -1.512869e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -15133784.000000 Penalty: 3914.260254
	Iteration 6F: 3 clusters Score -1.513378e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -15138861.000000 Penalty: 3914.260254
	Iteration 7F: 3 clusters Score -1.513886e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -15143837.000000 Penalty: 3914.260254
	Iteration 8F: 3 clusters Score -1.514384e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -15148393.000000 Penalty: 3914.260254
	Iteration 9Q: 3 clusters Score -1.514839e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120111 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -15152393.000000 Penalty: 3914.260254
	Iteration 10Q: 3 clusters Score -1.515239e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -15156439.000000 Penalty: 3914.260254
	Iteration 11Q: 3 clusters Score -1.515644e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -15160482.000000 Penalty: 3914.260254
	Iteration 12Q: 3 clusters Score -1.516048e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138127 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -15164077.000000 Penalty: 3914.260254
	Iteration 13Q: 3 clusters Score -1.516408e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143188 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -15167118.000000 Penalty: 3914.260254
	Iteration 14Q: 3 clusters Score -1.516712e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -15169602.000000 Penalty: 3914.260254
	Iteration 15Q: 3 clusters Score -1.51696e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151755 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -15171887.000000 Penalty: 3914.260254
	Iteration 16Q: 3 clusters Score -1.517189e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155395 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -15173841.000000 Penalty: 3914.260254
	Iteration 17Q: 3 clusters Score -1.517384e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -15175643.000000 Penalty: 3914.260254
	Iteration 18Q: 3 clusters Score -1.517564e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161138 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -15177033.000000 Penalty: 3914.260254
	Iteration 19Q: 3 clusters Score -1.517703e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -15178154.000000 Penalty: 3914.260254
	Iteration 20F: 3 clusters Score -1.517815e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -15179076.000000 Penalty: 3914.260254
	Iteration 21Q: 3 clusters Score -1.517908e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166251 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -15179690.000000 Penalty: 3914.260254
	Iteration 22Q: 3 clusters Score -1.517969e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167169 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -15180157.000000 Penalty: 3914.260254
	Iteration 23Q: 3 clusters Score -1.518016e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167781 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -15180462.000000 Penalty: 3914.260254
	Iteration 24Q: 3 clusters Score -1.518046e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168194 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15180655.000000 Penalty: 3914.260254
	Iteration 25Q: 3 clusters Score -1.518066e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168506 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -15180810.000000 Penalty: 3914.260254
	Iteration 26Q: 3 clusters Score -1.518081e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168733 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -15180966.000000 Penalty: 3914.260254
	Iteration 27Q: 3 clusters Score -1.518097e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168868 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15181050.000000 Penalty: 3914.260254
	Iteration 28Q: 3 clusters Score -1.518105e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168955 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -15181105.000000 Penalty: 3914.260254
	Iteration 29Q: 3 clusters Score -1.51811e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169028 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15181126.000000 Penalty: 3914.260254
	Iteration 30Q: 3 clusters Score -1.518113e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169082 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15181130.000000 Penalty: 3914.260254
	Iteration 31Q: 3 clusters Score -1.518113e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169127 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15181167.000000 Penalty: 3914.260254
	Iteration 32Q: 3 clusters Score -1.518117e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169163 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -15181193.000000 Penalty: 3914.260254
	Iteration 33Q: 3 clusters Score -1.518119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15181228.000000 Penalty: 3914.260254
	Iteration 34Q: 3 clusters Score -1.518123e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -15181251.000000 Penalty: 3914.260254
	Iteration 35Q: 3 clusters Score -1.518125e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169217 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15181262.000000 Penalty: 3914.260254
	Iteration 36Q: 3 clusters Score -1.518126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15181266.000000 Penalty: 3914.260254
	Iteration 37Q: 3 clusters Score -1.518127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15181282.000000 Penalty: 3914.260254
	Iteration 38Q: 3 clusters Score -1.518128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169250 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -15181275.000000 Penalty: 3914.260254
	Iteration 39Q: 3 clusters Score -1.518128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169259 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15181278.000000 Penalty: 3914.260254
	Iteration 40F: 3 clusters Score -1.518128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -15181285.000000 Penalty: 3914.260254
	Iteration 41Q: 3 clusters Score -1.518128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -15181293.000000 Penalty: 3914.260254
	Iteration 42Q: 3 clusters Score -1.518129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169285 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -15181287.000000 Penalty: 3914.260254
	Iteration 43Q: 3 clusters Score -1.518129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15181289.000000 Penalty: 3914.260254
	Iteration 44Q: 3 clusters Score -1.518129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15181281.000000 Penalty: 3914.260254
	Iteration 45Q: 3 clusters Score -1.518128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15181281.000000 Penalty: 3914.260254
	Iteration 46F: 3 clusters Score -1.518128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Entering Unmasked Estep 
Score: -963380.500000 Penalty: 1511.516846
	Iteration 0F: 2 clusters Score -963380.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -955614.937500 Penalty: 3023.033691
	Iteration 0F: 3 clusters Score -955614.9 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -958254.812500 Penalty: 3023.033691
	Iteration 1F: 3 clusters Score -958254.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -958623.187500 Penalty: 3023.033691
	Iteration 2F: 3 clusters Score -958623.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -959040.687500 Penalty: 3023.033691
	Iteration 3F: 3 clusters Score -959040.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -959564.187500 Penalty: 3023.033691
	Iteration 4F: 3 clusters Score -959564.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -960166.312500 Penalty: 3023.033691
	Iteration 5F: 3 clusters Score -960166.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -960802.187500 Penalty: 3023.033691
	Iteration 6F: 3 clusters Score -960802.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -961357.750000 Penalty: 3023.033691
	Iteration 7F: 3 clusters Score -961357.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -961774.125000 Penalty: 3023.033691
	Iteration 8F: 3 clusters Score -961774.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -962036.187500 Penalty: 3023.033691
	Iteration 9Q: 3 clusters Score -962036.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -962187.437500 Penalty: 3023.033691
	Iteration 10Q: 3 clusters Score -962187.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -962266.687500 Penalty: 3023.033691
	Iteration 11Q: 3 clusters Score -962266.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -962311.687500 Penalty: 3023.033691
	Iteration 12Q: 3 clusters Score -962311.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -962352.687500 Penalty: 3023.033691
	Iteration 13Q: 3 clusters Score -962352.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -962394.312500 Penalty: 3023.033691
	Iteration 14Q: 3 clusters Score -962394.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -962430.062500 Penalty: 3023.033691
	Iteration 15Q: 3 clusters Score -962430.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -962451.500000 Penalty: 3023.033691
	Iteration 16Q: 3 clusters Score -962451.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -962472.062500 Penalty: 3023.033691
	Iteration 17Q: 3 clusters Score -962472.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -962489.500000 Penalty: 3023.033691
	Iteration 18Q: 3 clusters Score -962489.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -962494.062500 Penalty: 3023.033691
	Iteration 19Q: 3 clusters Score -962494.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -962503.062500 Penalty: 3023.033691
	Iteration 20F: 3 clusters Score -962503.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -962509.875000 Penalty: 3023.033691
	Iteration 21Q: 3 clusters Score -962509.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -962518.562500 Penalty: 3023.033691
	Iteration 22Q: 3 clusters Score -962518.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -962524.937500 Penalty: 3023.033691
	Iteration 23Q: 3 clusters Score -962524.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -962527.875000 Penalty: 3023.033691
	Iteration 24Q: 3 clusters Score -962527.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -962531.250000 Penalty: 3023.033691
	Iteration 25Q: 3 clusters Score -962531.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -962534.312500 Penalty: 3023.033691
	Iteration 26Q: 3 clusters Score -962534.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -962535.875000 Penalty: 3023.033691
	Iteration 27Q: 3 clusters Score -962535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -962535.250000 Penalty: 3023.033691
	Iteration 28Q: 3 clusters Score -962535.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -962537.125000 Penalty: 3023.033691
	Iteration 29Q: 3 clusters Score -962537.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -962538.875000 Penalty: 3023.033691
	Iteration 30Q: 3 clusters Score -962538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -962539.437500 Penalty: 3023.033691
	Iteration 31Q: 3 clusters Score -962539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -962540.625000 Penalty: 3023.033691
	Iteration 32Q: 3 clusters Score -962540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -962539.937500 Penalty: 3023.033691
	Iteration 33Q: 3 clusters Score -962539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -962540.312500 Penalty: 3023.033691
	Iteration 34Q: 3 clusters Score -962540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -962540.812500 Penalty: 3023.033691
	Iteration 35Q: 3 clusters Score -962540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -962538.625000 Penalty: 3023.033691
	Iteration 36Q: 3 clusters Score -962538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -962538.625000 Penalty: 3023.033691
	Iteration 37F: 3 clusters Score -962538.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -336802.968750 Penalty: 1349.480469
	Iteration 0F: 2 clusters Score -336803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -333514.656250 Penalty: 2698.960938
	Iteration 0F: 3 clusters Score -333514.7 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -334403.218750 Penalty: 2698.960938
	Iteration 1F: 3 clusters Score -334403.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -334606.843750 Penalty: 2698.960938
	Iteration 2F: 3 clusters Score -334606.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -334760.406250 Penalty: 2698.960938
	Iteration 3F: 3 clusters Score -334760.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -334934.625000 Penalty: 2698.960938
	Iteration 4F: 3 clusters Score -334934.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -335062.718750 Penalty: 2698.960938
	Iteration 5Q: 3 clusters Score -335062.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -335222.937500 Penalty: 2698.960938
	Iteration 6Q: 3 clusters Score -335222.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -335481.656250 Penalty: 2698.960938
	Iteration 7Q: 3 clusters Score -335481.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -335858.187500 Penalty: 2698.960938
	Iteration 8F: 3 clusters Score -335858.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -336181.843750 Penalty: 2698.960938
	Iteration 9F: 3 clusters Score -336181.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -336370.125000 Penalty: 2698.960938
	Iteration 10Q: 3 clusters Score -336370.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -336471.593750 Penalty: 2698.960938
	Iteration 11Q: 3 clusters Score -336471.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -336521.031250 Penalty: 2698.960938
	Iteration 12Q: 3 clusters Score -336521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -336550.000000 Penalty: 2698.960938
	Iteration 13Q: 3 clusters Score -336550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -336583.781250 Penalty: 2698.960938
	Iteration 14Q: 3 clusters Score -336583.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -336611.843750 Penalty: 2698.960938
	Iteration 15Q: 3 clusters Score -336611.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -336628.406250 Penalty: 2698.960938
	Iteration 16Q: 3 clusters Score -336628.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -336639.562500 Penalty: 2698.960938
	Iteration 17Q: 3 clusters Score -336639.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -336645.562500 Penalty: 2698.960938
	Iteration 18Q: 3 clusters Score -336645.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -336651.312500 Penalty: 2698.960938
	Iteration 19Q: 3 clusters Score -336651.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -336655.531250 Penalty: 2698.960938
	Iteration 20F: 3 clusters Score -336655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -336658.500000 Penalty: 2698.960938
	Iteration 21Q: 3 clusters Score -336658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -336663.093750 Penalty: 2698.960938
	Iteration 22Q: 3 clusters Score -336663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -336664.000000 Penalty: 2698.960938
	Iteration 23Q: 3 clusters Score -336664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -336666.687500 Penalty: 2698.960938
	Iteration 24Q: 3 clusters Score -336666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -336668.000000 Penalty: 2698.960938
	Iteration 25Q: 3 clusters Score -336668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -336668.781250 Penalty: 2698.960938
	Iteration 26Q: 3 clusters Score -336668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -336669.750000 Penalty: 2698.960938
	Iteration 27Q: 3 clusters Score -336669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -336670.687500 Penalty: 2698.960938
	Iteration 28Q: 3 clusters Score -336670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -336670.906250 Penalty: 2698.960938
	Iteration 29Q: 3 clusters Score -336670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -336670.906250 Penalty: 2698.960938
	Iteration 30F: 3 clusters Score -336670.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Entering Unmasked Estep 
Score: -1354146.750000 Penalty: 1562.968750
	Iteration 0F: 2 clusters Score -1354147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1343661.000000 Penalty: 3125.937500
	Iteration 0F: 3 clusters Score -1343661 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1347406.625000 Penalty: 3125.937500
	Iteration 1F: 3 clusters Score -1347407 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1347728.750000 Penalty: 3125.937500
	Iteration 2F: 3 clusters Score -1347729 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1348071.500000 Penalty: 3125.937500
	Iteration 3Q: 3 clusters Score -1348072 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1348441.000000 Penalty: 3125.937500
	Iteration 4F: 3 clusters Score -1348441 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1348857.125000 Penalty: 3125.937500
	Iteration 5F: 3 clusters Score -1348857 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1349281.250000 Penalty: 3125.937500
	Iteration 6F: 3 clusters Score -1349281 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1349727.500000 Penalty: 3125.937500
	Iteration 7Q: 3 clusters Score -1349728 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1350246.500000 Penalty: 3125.937500
	Iteration 8F: 3 clusters Score -1350246 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1350806.375000 Penalty: 3125.937500
	Iteration 9F: 3 clusters Score -1350806 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1351409.625000 Penalty: 3125.937500
	Iteration 10F: 3 clusters Score -1351410 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1351844.500000 Penalty: 3125.937500
	Iteration 11Q: 3 clusters Score -1351844 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1352070.125000 Penalty: 3125.937500
	Iteration 12Q: 3 clusters Score -1352070 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1352184.125000 Penalty: 3125.937500
	Iteration 13Q: 3 clusters Score -1352184 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1352241.750000 Penalty: 3125.937500
	Iteration 14Q: 3 clusters Score -1352242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1352282.125000 Penalty: 3125.937500
	Iteration 15Q: 3 clusters Score -1352282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1352306.625000 Penalty: 3125.937500
	Iteration 16Q: 3 clusters Score -1352307 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1352325.750000 Penalty: 3125.937500
	Iteration 17Q: 3 clusters Score -1352326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1352331.125000 Penalty: 3125.937500
	Iteration 18Q: 3 clusters Score -1352331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1352345.500000 Penalty: 3125.937500
	Iteration 19Q: 3 clusters Score -1352346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1352348.875000 Penalty: 3125.937500
	Iteration 20F: 3 clusters Score -1352349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1352346.375000 Penalty: 3125.937500
	Iteration 21Q: 3 clusters Score -1352346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1352352.750000 Penalty: 3125.937500
	Iteration 22Q: 3 clusters Score -1352353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1352357.000000 Penalty: 3125.937500
	Iteration 23Q: 3 clusters Score -1352357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1352363.250000 Penalty: 3125.937500
	Iteration 24Q: 3 clusters Score -1352363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1352365.250000 Penalty: 3125.937500
	Iteration 25Q: 3 clusters Score -1352365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1352367.750000 Penalty: 3125.937500
	Iteration 26Q: 3 clusters Score -1352368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1352372.125000 Penalty: 3125.937500
	Iteration 27Q: 3 clusters Score -1352372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1352375.375000 Penalty: 3125.937500
	Iteration 28Q: 3 clusters Score -1352375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1352382.875000 Penalty: 3125.937500
	Iteration 29Q: 3 clusters Score -1352383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1352383.625000 Penalty: 3125.937500
	Iteration 30Q: 3 clusters Score -1352384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1352385.750000 Penalty: 3125.937500
	Iteration 31Q: 3 clusters Score -1352386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1352387.375000 Penalty: 3125.937500
	Iteration 32Q: 3 clusters Score -1352387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1352390.375000 Penalty: 3125.937500
	Iteration 33Q: 3 clusters Score -1352390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1352390.750000 Penalty: 3125.937500
	Iteration 34Q: 3 clusters Score -1352391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1352400.625000 Penalty: 3125.937500
	Iteration 35Q: 3 clusters Score -1352401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1352404.125000 Penalty: 3125.937500
	Iteration 36Q: 3 clusters Score -1352404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1352408.375000 Penalty: 3125.937500
	Iteration 37Q: 3 clusters Score -1352408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1352410.125000 Penalty: 3125.937500
	Iteration 38Q: 3 clusters Score -1352410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1352414.000000 Penalty: 3125.937500
	Iteration 39Q: 3 clusters Score -1352414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1352415.375000 Penalty: 3125.937500
	Iteration 40F: 3 clusters Score -1352415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1352415.875000 Penalty: 3125.937500
	Iteration 41Q: 3 clusters Score -1352416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1352418.750000 Penalty: 3125.937500
	Iteration 42Q: 3 clusters Score -1352419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1352423.625000 Penalty: 3125.937500
	Iteration 43Q: 3 clusters Score -1352424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1352424.500000 Penalty: 3125.937500
	Iteration 44Q: 3 clusters Score -1352424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1352431.375000 Penalty: 3125.937500
	Iteration 45Q: 3 clusters Score -1352431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1352438.875000 Penalty: 3125.937500
	Iteration 46Q: 3 clusters Score -1352439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1352445.125000 Penalty: 3125.937500
	Iteration 47Q: 3 clusters Score -1352445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1352454.125000 Penalty: 3125.937500
	Iteration 48Q: 3 clusters Score -1352454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1352463.250000 Penalty: 3125.937500
	Iteration 49Q: 3 clusters Score -1352463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1352474.750000 Penalty: 3125.937500
	Iteration 50Q: 3 clusters Score -1352475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1352483.375000 Penalty: 3125.937500
	Iteration 51Q: 3 clusters Score -1352483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1352504.250000 Penalty: 3125.937500
	Iteration 52Q: 3 clusters Score -1352504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1352530.125000 Penalty: 3125.937500
	Iteration 53Q: 3 clusters Score -1352530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1352551.375000 Penalty: 3125.937500
	Iteration 54Q: 3 clusters Score -1352551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1352572.125000 Penalty: 3125.937500
	Iteration 55Q: 3 clusters Score -1352572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1352591.875000 Penalty: 3125.937500
	Iteration 56Q: 3 clusters Score -1352592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1352611.125000 Penalty: 3125.937500
	Iteration 57Q: 3 clusters Score -1352611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1352628.125000 Penalty: 3125.937500
	Iteration 58Q: 3 clusters Score -1352628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1352652.250000 Penalty: 3125.937500
	Iteration 59Q: 3 clusters Score -1352652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1352674.250000 Penalty: 3125.937500
	Iteration 60F: 3 clusters Score -1352674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1352685.250000 Penalty: 3125.937500
	Iteration 61Q: 3 clusters Score -1352685 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1352708.875000 Penalty: 3125.937500
	Iteration 62Q: 3 clusters Score -1352709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1352737.000000 Penalty: 3125.937500
	Iteration 63Q: 3 clusters Score -1352737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1352756.875000 Penalty: 3125.937500
	Iteration 64Q: 3 clusters Score -1352757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1352778.250000 Penalty: 3125.937500
	Iteration 65Q: 3 clusters Score -1352778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1352807.625000 Penalty: 3125.937500
	Iteration 66Q: 3 clusters Score -1352808 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1352850.375000 Penalty: 3125.937500
	Iteration 67Q: 3 clusters Score -1352850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1352882.000000 Penalty: 3125.937500
	Iteration 68Q: 3 clusters Score -1352882 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1352921.750000 Penalty: 3125.937500
	Iteration 69Q: 3 clusters Score -1352922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1352949.250000 Penalty: 3125.937500
	Iteration 70Q: 3 clusters Score -1352949 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1352973.000000 Penalty: 3125.937500
	Iteration 71Q: 3 clusters Score -1352973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1352989.750000 Penalty: 3125.937500
	Iteration 72Q: 3 clusters Score -1352990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1353002.250000 Penalty: 3125.937500
	Iteration 73Q: 3 clusters Score -1353002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1353008.375000 Penalty: 3125.937500
	Iteration 74Q: 3 clusters Score -1353008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1353024.500000 Penalty: 3125.937500
	Iteration 75Q: 3 clusters Score -1353024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1353033.500000 Penalty: 3125.937500
	Iteration 76Q: 3 clusters Score -1353034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1353042.000000 Penalty: 3125.937500
	Iteration 77Q: 3 clusters Score -1353042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1353053.500000 Penalty: 3125.937500
	Iteration 78Q: 3 clusters Score -1353054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1353064.250000 Penalty: 3125.937500
	Iteration 79Q: 3 clusters Score -1353064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1353071.625000 Penalty: 3125.937500
	Iteration 80F: 3 clusters Score -1353072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1353075.250000 Penalty: 3125.937500
	Iteration 81Q: 3 clusters Score -1353075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1353080.000000 Penalty: 3125.937500
	Iteration 82Q: 3 clusters Score -1353080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1353083.000000 Penalty: 3125.937500
	Iteration 83Q: 3 clusters Score -1353083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1353090.750000 Penalty: 3125.937500
	Iteration 84Q: 3 clusters Score -1353091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1353089.250000 Penalty: 3125.937500
	Iteration 85Q: 3 clusters Score -1353089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1353092.375000 Penalty: 3125.937500
	Iteration 86Q: 3 clusters Score -1353092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1353098.875000 Penalty: 3125.937500
	Iteration 87Q: 3 clusters Score -1353099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1353099.250000 Penalty: 3125.937500
	Iteration 88Q: 3 clusters Score -1353099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1353101.250000 Penalty: 3125.937500
	Iteration 89Q: 3 clusters Score -1353101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1353100.875000 Penalty: 3125.937500
	Iteration 90Q: 3 clusters Score -1353101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1353099.375000 Penalty: 3125.937500
	Iteration 91Q: 3 clusters Score -1353099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1353103.375000 Penalty: 3125.937500
	Iteration 92Q: 3 clusters Score -1353103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1353103.125000 Penalty: 3125.937500
	Iteration 93Q: 3 clusters Score -1353103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1353103.875000 Penalty: 3125.937500
	Iteration 94Q: 3 clusters Score -1353104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1353105.000000 Penalty: 3125.937500
	Iteration 95Q: 3 clusters Score -1353105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1353103.000000 Penalty: 3125.937500
	Iteration 96Q: 3 clusters Score -1353103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1353101.875000 Penalty: 3125.937500
	Iteration 97Q: 3 clusters Score -1353102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1353103.375000 Penalty: 3125.937500
	Iteration 98Q: 3 clusters Score -1353103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1353105.375000 Penalty: 3125.937500
	Iteration 99Q: 3 clusters Score -1353105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1353104.375000 Penalty: 3125.937500
	Iteration 100F: 3 clusters Score -1353104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1353107.125000 Penalty: 3125.937500
	Iteration 101Q: 3 clusters Score -1353107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1353104.750000 Penalty: 3125.937500
	Iteration 102Q: 3 clusters Score -1353105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1353104.750000 Penalty: 3125.937500
	Iteration 103F: 3 clusters Score -1353105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -528379.000000 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -528379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -523736.531250 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -523736.5 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -525118.125000 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -525118.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -525455.062500 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -525455.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -525746.000000 Penalty: 2827.937500
	Iteration 3F: 3 clusters Score -525746 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -525992.687500 Penalty: 2827.937500
	Iteration 4F: 3 clusters Score -525992.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -526186.625000 Penalty: 2827.937500
	Iteration 5F: 3 clusters Score -526186.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -526350.937500 Penalty: 2827.937500
	Iteration 6Q: 3 clusters Score -526350.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -526485.625000 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -526485.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -526615.562500 Penalty: 2827.937500
	Iteration 8Q: 3 clusters Score -526615.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -526730.500000 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -526730.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -526827.562500 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -526827.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -526902.312500 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -526902.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -526973.125000 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -526973.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -527025.187500 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -527025.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -527064.687500 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -527064.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -527097.562500 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -527097.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -527121.125000 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -527121.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -527135.250000 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -527135.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -527154.000000 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -527154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -527168.750000 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -527168.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -527185.250000 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -527185.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -527198.125000 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -527198.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -527215.375000 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -527215.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -527233.250000 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -527233.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -527252.375000 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -527252.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -527270.875000 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -527270.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -527287.062500 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -527287.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -527302.062500 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -527302.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -527314.500000 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -527314.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -527326.375000 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -527326.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -527338.375000 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -527338.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -527349.250000 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -527349.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -527368.687500 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -527368.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -527382.812500 Penalty: 2827.937500
	Iteration 33Q: 3 clusters Score -527382.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -527393.875000 Penalty: 2827.937500
	Iteration 34Q: 3 clusters Score -527393.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -527402.187500 Penalty: 2827.937500
	Iteration 35Q: 3 clusters Score -527402.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -527410.875000 Penalty: 2827.937500
	Iteration 36Q: 3 clusters Score -527410.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -527422.187500 Penalty: 2827.937500
	Iteration 37Q: 3 clusters Score -527422.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -527432.875000 Penalty: 2827.937500
	Iteration 38Q: 3 clusters Score -527432.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -527448.000000 Penalty: 2827.937500
	Iteration 39Q: 3 clusters Score -527448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -527464.312500 Penalty: 2827.937500
	Iteration 40F: 3 clusters Score -527464.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -527476.312500 Penalty: 2827.937500
	Iteration 41Q: 3 clusters Score -527476.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -527487.000000 Penalty: 2827.937500
	Iteration 42Q: 3 clusters Score -527487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -527502.125000 Penalty: 2827.937500
	Iteration 43Q: 3 clusters Score -527502.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -527514.375000 Penalty: 2827.937500
	Iteration 44Q: 3 clusters Score -527514.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -527524.812500 Penalty: 2827.937500
	Iteration 45Q: 3 clusters Score -527524.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -527532.437500 Penalty: 2827.937500
	Iteration 46Q: 3 clusters Score -527532.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -527540.937500 Penalty: 2827.937500
	Iteration 47Q: 3 clusters Score -527540.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -527548.375000 Penalty: 2827.937500
	Iteration 48Q: 3 clusters Score -527548.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -527557.875000 Penalty: 2827.937500
	Iteration 49Q: 3 clusters Score -527557.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -527568.562500 Penalty: 2827.937500
	Iteration 50Q: 3 clusters Score -527568.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -527582.937500 Penalty: 2827.937500
	Iteration 51Q: 3 clusters Score -527582.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -527600.500000 Penalty: 2827.937500
	Iteration 52Q: 3 clusters Score -527600.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -527620.750000 Penalty: 2827.937500
	Iteration 53Q: 3 clusters Score -527620.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -527642.062500 Penalty: 2827.937500
	Iteration 54Q: 3 clusters Score -527642.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -527653.375000 Penalty: 2827.937500
	Iteration 55Q: 3 clusters Score -527653.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -527665.375000 Penalty: 2827.937500
	Iteration 56Q: 3 clusters Score -527665.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -527678.250000 Penalty: 2827.937500
	Iteration 57Q: 3 clusters Score -527678.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -527696.937500 Penalty: 2827.937500
	Iteration 58Q: 3 clusters Score -527696.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -527706.687500 Penalty: 2827.937500
	Iteration 59Q: 3 clusters Score -527706.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -527712.125000 Penalty: 2827.937500
	Iteration 60F: 3 clusters Score -527712.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -527718.750000 Penalty: 2827.937500
	Iteration 61Q: 3 clusters Score -527718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -527721.000000 Penalty: 2827.937500
	Iteration 62Q: 3 clusters Score -527721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -527726.125000 Penalty: 2827.937500
	Iteration 63Q: 3 clusters Score -527726.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -527730.500000 Penalty: 2827.937500
	Iteration 64Q: 3 clusters Score -527730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -527733.375000 Penalty: 2827.937500
	Iteration 65Q: 3 clusters Score -527733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -527736.500000 Penalty: 2827.937500
	Iteration 66Q: 3 clusters Score -527736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -527738.937500 Penalty: 2827.937500
	Iteration 67Q: 3 clusters Score -527738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -527740.062500 Penalty: 2827.937500
	Iteration 68Q: 3 clusters Score -527740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -527740.687500 Penalty: 2827.937500
	Iteration 69Q: 3 clusters Score -527740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -527740.625000 Penalty: 2827.937500
	Iteration 70Q: 3 clusters Score -527740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -527741.687500 Penalty: 2827.937500
	Iteration 71Q: 3 clusters Score -527741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -527741.375000 Penalty: 2827.937500
	Iteration 72Q: 3 clusters Score -527741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -527741.375000 Penalty: 2827.937500
	Iteration 73F: 3 clusters Score -527741.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -65837.929688 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -65837.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64523.332031 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -64523.33 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64802.445312 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -64802.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64877.214844 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -64877.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64922.046875 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -64922.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64948.257812 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -64948.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64957.632812 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -64957.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64966.289062 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -64966.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64973.578125 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -64973.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64981.050781 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -64981.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64983.585938 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -64983.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64987.156250 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -64987.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64990.828125 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -64990.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64993.621094 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -64993.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64998.296875 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -64998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65001.265625 Penalty: 2165.932861
	Iteration 14Q: 3 clusters Score -65001.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65006.359375 Penalty: 2165.932861
	Iteration 15Q: 3 clusters Score -65006.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65009.078125 Penalty: 2165.932861
	Iteration 16Q: 3 clusters Score -65009.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65009.503906 Penalty: 2165.932861
	Iteration 17Q: 3 clusters Score -65009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65011.027344 Penalty: 2165.932861
	Iteration 18Q: 3 clusters Score -65011.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65015.796875 Penalty: 2165.932861
	Iteration 19Q: 3 clusters Score -65015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65017.148438 Penalty: 2165.932861
	Iteration 20F: 3 clusters Score -65017.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65021.156250 Penalty: 2165.932861
	Iteration 21Q: 3 clusters Score -65021.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65024.199219 Penalty: 2165.932861
	Iteration 22Q: 3 clusters Score -65024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65030.507812 Penalty: 2165.932861
	Iteration 23Q: 3 clusters Score -65030.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65031.832031 Penalty: 2165.932861
	Iteration 24Q: 3 clusters Score -65031.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65031.832031 Penalty: 2165.932861
	Iteration 25F: 3 clusters Score -65031.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -169879.781250 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -169879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -167836.140625 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -167836.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -168279.562500 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -168279.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -168371.671875 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -168371.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -168419.484375 Penalty: 2456.517822
	Iteration 3Q: 3 clusters Score -168419.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -168454.484375 Penalty: 2456.517822
	Iteration 4Q: 3 clusters Score -168454.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -168478.546875 Penalty: 2456.517822
	Iteration 5Q: 3 clusters Score -168478.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -168503.890625 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -168503.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -168532.937500 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -168532.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -168560.890625 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -168560.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -168598.796875 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -168598.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168629.859375 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -168629.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -168651.593750 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -168651.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168673.734375 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -168673.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -168692.062500 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -168692.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -168703.500000 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -168703.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -168713.984375 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -168714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -168719.531250 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -168719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -168721.468750 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -168721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -168724.046875 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -168724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -168728.578125 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -168728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -168732.453125 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -168732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -168733.203125 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -168733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -168734.093750 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -168734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -168734.796875 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -168734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -168737.062500 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -168737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -168740.546875 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -168740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -168743.765625 Penalty: 2456.517822
	Iteration 26Q: 3 clusters Score -168743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -168746.218750 Penalty: 2456.517822
	Iteration 27Q: 3 clusters Score -168746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -168746.796875 Penalty: 2456.517822
	Iteration 28Q: 3 clusters Score -168746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -168746.796875 Penalty: 2456.517822
	Iteration 29F: 3 clusters Score -168746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -97731.406250 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -97731.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -96204.242188 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -96204.24 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96501.976562 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -96501.98 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96638.960938 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -96638.96 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96781.757812 Penalty: 2299.363037
	Iteration 3F: 3 clusters Score -96781.76 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96921.898438 Penalty: 2299.363037
	Iteration 4F: 3 clusters Score -96921.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97044.007812 Penalty: 2299.363037
	Iteration 5F: 3 clusters Score -97044.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97136.640625 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -97136.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97164.039062 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -97164.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97182.070312 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -97182.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97200.921875 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -97200.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97216.843750 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -97216.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97229.015625 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -97229.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97239.664062 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -97239.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97244.640625 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -97244.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97248.804688 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -97248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97251.570312 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -97251.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97253.179688 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -97253.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97253.929688 Penalty: 2299.363037
	Iteration 17Q: 3 clusters Score -97253.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97255.031250 Penalty: 2299.363037
	Iteration 18Q: 3 clusters Score -97255.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97256.476562 Penalty: 2299.363037
	Iteration 19Q: 3 clusters Score -97256.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97258.039062 Penalty: 2299.363037
	Iteration 20F: 3 clusters Score -97258.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97259.164062 Penalty: 2299.363037
	Iteration 21Q: 3 clusters Score -97259.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97259.164062 Penalty: 2299.363037
	Iteration 22F: 3 clusters Score -97259.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Entering Unmasked Estep 
Score: -3758880.750000 Penalty: 1727.715942
	Iteration 0F: 2 clusters Score -3758881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3731060.500000 Penalty: 3455.431885
	Iteration 0F: 3 clusters Score -3731060 nChanged 19360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3741840.500000 Penalty: 3455.431885
	Iteration 1F: 3 clusters Score -3741840 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3742235.750000 Penalty: 3455.431885
	Iteration 2Q: 3 clusters Score -3742236 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3742656.250000 Penalty: 3455.431885
	Iteration 3Q: 3 clusters Score -3742656 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3743170.000000 Penalty: 3455.431885
	Iteration 4Q: 3 clusters Score -3743170 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3743953.750000 Penalty: 3455.431885
	Iteration 5Q: 3 clusters Score -3743954 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3745143.000000 Penalty: 3455.431885
	Iteration 6F: 3 clusters Score -3745143 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3746987.500000 Penalty: 3455.431885
	Iteration 7F: 3 clusters Score -3746988 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3749229.750000 Penalty: 3455.431885
	Iteration 8F: 3 clusters Score -3749230 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3751330.750000 Penalty: 3455.431885
	Iteration 9F: 3 clusters Score -3751331 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3753031.000000 Penalty: 3455.431885
	Iteration 10F: 3 clusters Score -3753031 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3754301.250000 Penalty: 3455.431885
	Iteration 11Q: 3 clusters Score -3754301 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3755278.250000 Penalty: 3455.431885
	Iteration 12Q: 3 clusters Score -3755278 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3755978.250000 Penalty: 3455.431885
	Iteration 13Q: 3 clusters Score -3755978 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3756496.750000 Penalty: 3455.431885
	Iteration 14Q: 3 clusters Score -3756497 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3756844.500000 Penalty: 3455.431885
	Iteration 15Q: 3 clusters Score -3756844 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3757071.750000 Penalty: 3455.431885
	Iteration 16Q: 3 clusters Score -3757072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3757200.250000 Penalty: 3455.431885
	Iteration 17Q: 3 clusters Score -3757200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3757274.000000 Penalty: 3455.431885
	Iteration 18Q: 3 clusters Score -3757274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3757323.250000 Penalty: 3455.431885
	Iteration 19Q: 3 clusters Score -3757323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3757348.500000 Penalty: 3455.431885
	Iteration 20F: 3 clusters Score -3757348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3757355.750000 Penalty: 3455.431885
	Iteration 21Q: 3 clusters Score -3757356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3757371.000000 Penalty: 3455.431885
	Iteration 22Q: 3 clusters Score -3757371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3757377.250000 Penalty: 3455.431885
	Iteration 23Q: 3 clusters Score -3757377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3757386.500000 Penalty: 3455.431885
	Iteration 24Q: 3 clusters Score -3757386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3757389.000000 Penalty: 3455.431885
	Iteration 25Q: 3 clusters Score -3757389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3757392.000000 Penalty: 3455.431885
	Iteration 26Q: 3 clusters Score -3757392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3757392.000000 Penalty: 3455.431885
	Iteration 27F: 3 clusters Score -3757392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -156139.812500 Penalty: 1222.126099
	Iteration 0F: 2 clusters Score -156139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -154162.937500 Penalty: 2444.252197
	Iteration 0F: 3 clusters Score -154162.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -154621.078125 Penalty: 2444.252197
	Iteration 1F: 3 clusters Score -154621.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -154752.218750 Penalty: 2444.252197
	Iteration 2F: 3 clusters Score -154752.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -154814.187500 Penalty: 2444.252197
	Iteration 3F: 3 clusters Score -154814.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -154846.234375 Penalty: 2444.252197
	Iteration 4Q: 3 clusters Score -154846.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -154865.484375 Penalty: 2444.252197
	Iteration 5Q: 3 clusters Score -154865.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -154886.218750 Penalty: 2444.252197
	Iteration 6Q: 3 clusters Score -154886.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -154902.640625 Penalty: 2444.252197
	Iteration 7Q: 3 clusters Score -154902.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -154914.468750 Penalty: 2444.252197
	Iteration 8Q: 3 clusters Score -154914.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -154926.453125 Penalty: 2444.252197
	Iteration 9Q: 3 clusters Score -154926.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -154936.203125 Penalty: 2444.252197
	Iteration 10Q: 3 clusters Score -154936.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -154942.625000 Penalty: 2444.252197
	Iteration 11Q: 3 clusters Score -154942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -154945.343750 Penalty: 2444.252197
	Iteration 12Q: 3 clusters Score -154945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -154946.796875 Penalty: 2444.252197
	Iteration 13Q: 3 clusters Score -154946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -154948.156250 Penalty: 2444.252197
	Iteration 14Q: 3 clusters Score -154948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -154948.921875 Penalty: 2444.252197
	Iteration 15Q: 3 clusters Score -154948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -154950.031250 Penalty: 2444.252197
	Iteration 16Q: 3 clusters Score -154950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -154951.531250 Penalty: 2444.252197
	Iteration 17Q: 3 clusters Score -154951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -154952.343750 Penalty: 2444.252197
	Iteration 18Q: 3 clusters Score -154952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -154953.171875 Penalty: 2444.252197
	Iteration 19Q: 3 clusters Score -154953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -154953.859375 Penalty: 2444.252197
	Iteration 20F: 3 clusters Score -154953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -154954.343750 Penalty: 2444.252197
	Iteration 21Q: 3 clusters Score -154954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -154954.843750 Penalty: 2444.252197
	Iteration 22Q: 3 clusters Score -154954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -154955.828125 Penalty: 2444.252197
	Iteration 23Q: 3 clusters Score -154955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -154956.359375 Penalty: 2444.252197
	Iteration 24Q: 3 clusters Score -154956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -154957.437500 Penalty: 2444.252197
	Iteration 25Q: 3 clusters Score -154957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -154957.687500 Penalty: 2444.252197
	Iteration 26Q: 3 clusters Score -154957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -154957.953125 Penalty: 2444.252197
	Iteration 27Q: 3 clusters Score -154958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -154958.593750 Penalty: 2444.252197
	Iteration 28Q: 3 clusters Score -154958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -154959.031250 Penalty: 2444.252197
	Iteration 29Q: 3 clusters Score -154959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -154961.390625 Penalty: 2444.252197
	Iteration 30Q: 3 clusters Score -154961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -154963.109375 Penalty: 2444.252197
	Iteration 31Q: 3 clusters Score -154963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -154964.531250 Penalty: 2444.252197
	Iteration 32Q: 3 clusters Score -154964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -154965.921875 Penalty: 2444.252197
	Iteration 33Q: 3 clusters Score -154965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -154967.171875 Penalty: 2444.252197
	Iteration 34Q: 3 clusters Score -154967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -154968.765625 Penalty: 2444.252197
	Iteration 35Q: 3 clusters Score -154968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -154969.156250 Penalty: 2444.252197
	Iteration 36Q: 3 clusters Score -154969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -154970.109375 Penalty: 2444.252197
	Iteration 37Q: 3 clusters Score -154970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -154970.109375 Penalty: 2444.252197
	Iteration 38F: 3 clusters Score -154970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -78650.031250 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -78650.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77208.117188 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -77208.12 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77690.710938 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -77690.71 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77932.867188 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -77932.87 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78108.718750 Penalty: 2270.032715
	Iteration 3F: 3 clusters Score -78108.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78203.398438 Penalty: 2270.032715
	Iteration 4F: 3 clusters Score -78203.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -78241.734375 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -78241.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -78274.382812 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -78274.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78297.328125 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -78297.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78321.679688 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -78321.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78328.937500 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -78328.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78332.523438 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -78332.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78334.507812 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -78334.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78334.898438 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -78334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78334.898438 Penalty: 2270.032715
	Iteration 13F: 3 clusters Score -78334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 185478 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13877 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21890 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12236 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564084.000000 Penalty: 49580.863281
Iteration 159Q: 24 clusters Score -5.156408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 185489 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13871 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12231 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170056 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564076.000000 Penalty: 49580.863281
Iteration 160F: 24 clusters Score -5.156408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 185501 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13866 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170056 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564096.000000 Penalty: 49580.863281
Iteration 161Q: 24 clusters Score -5.15641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 185509 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13865 members 
Mstep: Class 6 contains 7788 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12218 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170055 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564100.000000 Penalty: 49580.863281
Iteration 162Q: 24 clusters Score -5.15641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 185518 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13860 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12215 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170053 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564088.000000 Penalty: 49580.863281
Iteration 163Q: 24 clusters Score -5.156409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 185541 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13842 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12211 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564092.000000 Penalty: 49580.863281
Iteration 164Q: 24 clusters Score -5.156409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 185553 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13833 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12210 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564076.000000 Penalty: 49580.863281
Iteration 165Q: 24 clusters Score -5.156408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 185563 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13826 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12208 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564100.000000 Penalty: 49580.863281
Iteration 166Q: 24 clusters Score -5.15641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 185571 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564124.000000 Penalty: 49580.863281
Iteration 167Q: 24 clusters Score -5.156412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185575 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13814 members 
Mstep: Class 6 contains 7792 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564108.000000 Penalty: 49580.863281
Iteration 168Q: 24 clusters Score -5.156411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185579 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13811 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170053 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564100.000000 Penalty: 49580.863281
Iteration 169Q: 24 clusters Score -5.15641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185585 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13807 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12205 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170053 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564116.000000 Penalty: 49580.863281
Iteration 170Q: 24 clusters Score -5.156412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185591 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13806 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12201 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564128.000000 Penalty: 49580.863281
Iteration 171Q: 24 clusters Score -5.156413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185591 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13809 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12198 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564124.000000 Penalty: 49580.863281
Iteration 172Q: 24 clusters Score -5.156412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185593 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12194 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564140.000000 Penalty: 49580.863281
Iteration 173Q: 24 clusters Score -5.156414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185594 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13812 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12193 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564140.000000 Penalty: 49580.863281
Iteration 174Q: 24 clusters Score -5.156414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185594 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13813 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12192 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564140.000000 Penalty: 49580.863281
Iteration 175Q: 24 clusters Score -5.156414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185593 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13814 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12192 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564144.000000 Penalty: 49580.863281
Iteration 176Q: 24 clusters Score -5.156414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185591 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13816 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12192 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170052 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564156.000000 Penalty: 49580.863281
Iteration 177Q: 24 clusters Score -5.156416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 185593 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13816 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564144.000000 Penalty: 49580.863281
Iteration 178Q: 24 clusters Score -5.156414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 185588 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13819 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564136.000000 Penalty: 49580.863281
Iteration 179Q: 24 clusters Score -5.156414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 185585 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 5 contains 13820 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564152.000000 Penalty: 49580.863281
Iteration 180F: 24 clusters Score -5.156415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 185584 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49120 members 
Mstep: Class 5 contains 13819 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564136.000000 Penalty: 49580.863281
Iteration 181Q: 24 clusters Score -5.156414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 185585 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49120 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21887 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564128.000000 Penalty: 49580.863281
Iteration 182Q: 24 clusters Score -5.156413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 185586 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49120 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21886 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564128.000000 Penalty: 49580.863281
Iteration 183Q: 24 clusters Score -5.156413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 185586 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49120 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21886 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564128.000000 Penalty: 49580.863281
Iteration 184F: 24 clusters Score -5.156413e+07 nChanged 0
Entering ConstructFrom: 
Score: -51564128.000000 Penalty: 49580.863281
Entering ConstructFrom: 
Trying to split cluster 1 (5697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Entering Unmasked Estep 
Score: -500086.718750 Penalty: 1405.250366
	Iteration 0F: 2 clusters Score -500086.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -495716.312500 Penalty: 2810.500732
	Iteration 0F: 3 clusters Score -495716.3 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -497031.187500 Penalty: 2810.500732
	Iteration 1F: 3 clusters Score -497031.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -497310.468750 Penalty: 2810.500732
	Iteration 2F: 3 clusters Score -497310.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -497567.000000 Penalty: 2810.500732
	Iteration 3F: 3 clusters Score -497567 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -497822.343750 Penalty: 2810.500732
	Iteration 4F: 3 clusters Score -497822.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -498111.031250 Penalty: 2810.500732
	Iteration 5F: 3 clusters Score -498111 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -498371.843750 Penalty: 2810.500732
	Iteration 6F: 3 clusters Score -498371.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -498573.875000 Penalty: 2810.500732
	Iteration 7F: 3 clusters Score -498573.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -498789.093750 Penalty: 2810.500732
	Iteration 8Q: 3 clusters Score -498789.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -499029.812500 Penalty: 2810.500732
	Iteration 9Q: 3 clusters Score -499029.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -499217.343750 Penalty: 2810.500732
	Iteration 10Q: 3 clusters Score -499217.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -499362.968750 Penalty: 2810.500732
	Iteration 11Q: 3 clusters Score -499363 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -499446.875000 Penalty: 2810.500732
	Iteration 12Q: 3 clusters Score -499446.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -499530.250000 Penalty: 2810.500732
	Iteration 13Q: 3 clusters Score -499530.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -499607.562500 Penalty: 2810.500732
	Iteration 14Q: 3 clusters Score -499607.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -499672.125000 Penalty: 2810.500732
	Iteration 15Q: 3 clusters Score -499672.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -499731.250000 Penalty: 2810.500732
	Iteration 16Q: 3 clusters Score -499731.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -499784.250000 Penalty: 2810.500732
	Iteration 17Q: 3 clusters Score -499784.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -499850.312500 Penalty: 2810.500732
	Iteration 18Q: 3 clusters Score -499850.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -499891.250000 Penalty: 2810.500732
	Iteration 19Q: 3 clusters Score -499891.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -499913.375000 Penalty: 2810.500732
	Iteration 20F: 3 clusters Score -499913.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -499938.562500 Penalty: 2810.500732
	Iteration 21Q: 3 clusters Score -499938.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -499960.375000 Penalty: 2810.500732
	Iteration 22Q: 3 clusters Score -499960.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -499977.000000 Penalty: 2810.500732
	Iteration 23Q: 3 clusters Score -499977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -499990.812500 Penalty: 2810.500732
	Iteration 24Q: 3 clusters Score -499990.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -500006.375000 Penalty: 2810.500732
	Iteration 25Q: 3 clusters Score -500006.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -500017.687500 Penalty: 2810.500732
	Iteration 26Q: 3 clusters Score -500017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -500022.125000 Penalty: 2810.500732
	Iteration 27Q: 3 clusters Score -500022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -500024.562500 Penalty: 2810.500732
	Iteration 28Q: 3 clusters Score -500024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -500028.250000 Penalty: 2810.500732
	Iteration 29Q: 3 clusters Score -500028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -500030.656250 Penalty: 2810.500732
	Iteration 30Q: 3 clusters Score -500030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -500032.687500 Penalty: 2810.500732
	Iteration 31Q: 3 clusters Score -500032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -500036.406250 Penalty: 2810.500732
	Iteration 32Q: 3 clusters Score -500036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -500036.312500 Penalty: 2810.500732
	Iteration 33Q: 3 clusters Score -500036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -500038.968750 Penalty: 2810.500732
	Iteration 34Q: 3 clusters Score -500039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -500041.812500 Penalty: 2810.500732
	Iteration 35Q: 3 clusters Score -500041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -500042.437500 Penalty: 2810.500732
	Iteration 36Q: 3 clusters Score -500042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -500045.125000 Penalty: 2810.500732
	Iteration 37Q: 3 clusters Score -500045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -500046.593750 Penalty: 2810.500732
	Iteration 38Q: 3 clusters Score -500046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -500047.000000 Penalty: 2810.500732
	Iteration 39Q: 3 clusters Score -500047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -500047.312500 Penalty: 2810.500732
	Iteration 40F: 3 clusters Score -500047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -500048.937500 Penalty: 2810.500732
	Iteration 41Q: 3 clusters Score -500048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -500050.093750 Penalty: 2810.500732
	Iteration 42Q: 3 clusters Score -500050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -500053.500000 Penalty: 2810.500732
	Iteration 43Q: 3 clusters Score -500053.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -500060.750000 Penalty: 2810.500732
	Iteration 44Q: 3 clusters Score -500060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -500066.781250 Penalty: 2810.500732
	Iteration 45Q: 3 clusters Score -500066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -500071.343750 Penalty: 2810.500732
	Iteration 46Q: 3 clusters Score -500071.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -500079.875000 Penalty: 2810.500732
	Iteration 47Q: 3 clusters Score -500079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -500090.500000 Penalty: 2810.500732
	Iteration 48Q: 3 clusters Score -500090.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -500107.406250 Penalty: 2810.500732
	Iteration 49Q: 3 clusters Score -500107.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -500136.718750 Penalty: 2810.500732
	Iteration 50Q: 3 clusters Score -500136.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -500181.875000 Penalty: 2810.500732
	Iteration 51Q: 3 clusters Score -500181.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -500233.718750 Penalty: 2810.500732
	Iteration 52Q: 3 clusters Score -500233.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -500266.468750 Penalty: 2810.500732
	Iteration 53Q: 3 clusters Score -500266.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -500283.250000 Penalty: 2810.500732
	Iteration 54Q: 3 clusters Score -500283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -500286.593750 Penalty: 2810.500732
	Iteration 55Q: 3 clusters Score -500286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -500288.093750 Penalty: 2810.500732
	Iteration 56Q: 3 clusters Score -500288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -500288.093750 Penalty: 2810.500732
	Iteration 57F: 3 clusters Score -500288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 185586 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49120 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21886 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Mstep: Class 24 contains 930 members 
Entering Unmasked Estep 
Score: -51563572.000000 Penalty: 51736.554688
Splitting cluster 1 changes total score from -51564128.000000 to -51563572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (185586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185586 members 
Entering Unmasked Estep 
Score: -17410106.000000 Penalty: 1971.331909
	Iteration 0F: 2 clusters Score -1.741011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -17285702.000000 Penalty: 3942.663818
	Iteration 0F: 3 clusters Score -1.72857e+07 nChanged 89774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97932 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -17339190.000000 Penalty: 3942.663818
	Iteration 1F: 3 clusters Score -1.733919e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -17340448.000000 Penalty: 3942.663818
	Iteration 2Q: 3 clusters Score -1.734045e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -17342458.000000 Penalty: 3942.663818
	Iteration 3Q: 3 clusters Score -1.734246e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -17346208.000000 Penalty: 3942.663818
	Iteration 4Q: 3 clusters Score -1.734621e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121666 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -17352686.000000 Penalty: 3942.663818
	Iteration 5F: 3 clusters Score -1.735269e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134820 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -17363124.000000 Penalty: 3942.663818
	Iteration 6F: 3 clusters Score -1.736312e+07 nChanged 15095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149493 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -17376134.000000 Penalty: 3942.663818
	Iteration 7F: 3 clusters Score -1.737613e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -17388812.000000 Penalty: 3942.663818
	Iteration 8F: 3 clusters Score -1.738881e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173190 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -17398126.000000 Penalty: 3942.663818
	Iteration 9F: 3 clusters Score -1.739813e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179276 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -17403562.000000 Penalty: 3942.663818
	Iteration 10Q: 3 clusters Score -1.740356e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182440 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -17406254.000000 Penalty: 3942.663818
	Iteration 11Q: 3 clusters Score -1.740625e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -17407398.000000 Penalty: 3942.663818
	Iteration 12Q: 3 clusters Score -1.74074e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184562 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -17407846.000000 Penalty: 3942.663818
	Iteration 13Q: 3 clusters Score -1.740785e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184900 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -17408158.000000 Penalty: 3942.663818
	Iteration 14Q: 3 clusters Score -1.740816e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185044 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -17408272.000000 Penalty: 3942.663818
	Iteration 15Q: 3 clusters Score -1.740827e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185123 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17408366.000000 Penalty: 3942.663818
	Iteration 16Q: 3 clusters Score -1.740837e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -17408406.000000 Penalty: 3942.663818
	Iteration 17Q: 3 clusters Score -1.740841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185199 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17408430.000000 Penalty: 3942.663818
	Iteration 18Q: 3 clusters Score -1.740843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185211 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -17408438.000000 Penalty: 3942.663818
	Iteration 19Q: 3 clusters Score -1.740844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185220 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17408440.000000 Penalty: 3942.663818
	Iteration 20F: 3 clusters Score -1.740844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185228 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -17408458.000000 Penalty: 3942.663818
	Iteration 21Q: 3 clusters Score -1.740846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185232 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -17408476.000000 Penalty: 3942.663818
	Iteration 22Q: 3 clusters Score -1.740848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185237 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -17408472.000000 Penalty: 3942.663818
	Iteration 23Q: 3 clusters Score -1.740847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185236 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -17408474.000000 Penalty: 3942.663818
	Iteration 24Q: 3 clusters Score -1.740847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185238 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -17408472.000000 Penalty: 3942.663818
	Iteration 25Q: 3 clusters Score -1.740847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -17408470.000000 Penalty: 3942.663818
	Iteration 26Q: 3 clusters Score -1.740847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -17408470.000000 Penalty: 3942.663818
	Iteration 27F: 3 clusters Score -1.740847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -463406.531250 Penalty: 1390.666992
	Iteration 0F: 2 clusters Score -463406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -459264.812500 Penalty: 2781.333984
	Iteration 0F: 3 clusters Score -459264.8 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -460414.218750 Penalty: 2781.333984
	Iteration 1F: 3 clusters Score -460414.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -460582.750000 Penalty: 2781.333984
	Iteration 2F: 3 clusters Score -460582.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -460701.968750 Penalty: 2781.333984
	Iteration 3F: 3 clusters Score -460702 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -460783.406250 Penalty: 2781.333984
	Iteration 4Q: 3 clusters Score -460783.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -460844.000000 Penalty: 2781.333984
	Iteration 5Q: 3 clusters Score -460844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -460888.187500 Penalty: 2781.333984
	Iteration 6Q: 3 clusters Score -460888.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -460923.500000 Penalty: 2781.333984
	Iteration 7Q: 3 clusters Score -460923.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -460959.468750 Penalty: 2781.333984
	Iteration 8Q: 3 clusters Score -460959.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -461000.687500 Penalty: 2781.333984
	Iteration 9Q: 3 clusters Score -461000.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -461045.031250 Penalty: 2781.333984
	Iteration 10Q: 3 clusters Score -461045 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -461076.781250 Penalty: 2781.333984
	Iteration 11Q: 3 clusters Score -461076.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -461108.187500 Penalty: 2781.333984
	Iteration 12Q: 3 clusters Score -461108.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -461135.031250 Penalty: 2781.333984
	Iteration 13Q: 3 clusters Score -461135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -461157.625000 Penalty: 2781.333984
	Iteration 14Q: 3 clusters Score -461157.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -461178.187500 Penalty: 2781.333984
	Iteration 15Q: 3 clusters Score -461178.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -461203.843750 Penalty: 2781.333984
	Iteration 16Q: 3 clusters Score -461203.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -461225.093750 Penalty: 2781.333984
	Iteration 17Q: 3 clusters Score -461225.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -461246.531250 Penalty: 2781.333984
	Iteration 18Q: 3 clusters Score -461246.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -461272.875000 Penalty: 2781.333984
	Iteration 19Q: 3 clusters Score -461272.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -461309.937500 Penalty: 2781.333984
	Iteration 20F: 3 clusters Score -461309.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -461351.531250 Penalty: 2781.333984
	Iteration 21Q: 3 clusters Score -461351.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -461394.125000 Penalty: 2781.333984
	Iteration 22Q: 3 clusters Score -461394.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -461437.593750 Penalty: 2781.333984
	Iteration 23Q: 3 clusters Score -461437.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -461484.750000 Penalty: 2781.333984
	Iteration 24Q: 3 clusters Score -461484.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -461531.625000 Penalty: 2781.333984
	Iteration 25Q: 3 clusters Score -461531.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -461592.406250 Penalty: 2781.333984
	Iteration 26Q: 3 clusters Score -461592.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -461662.781250 Penalty: 2781.333984
	Iteration 27Q: 3 clusters Score -461662.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -461736.406250 Penalty: 2781.333984
	Iteration 28Q: 3 clusters Score -461736.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -461805.625000 Penalty: 2781.333984
	Iteration 29Q: 3 clusters Score -461805.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -461871.125000 Penalty: 2781.333984
	Iteration 30Q: 3 clusters Score -461871.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -461924.687500 Penalty: 2781.333984
	Iteration 31Q: 3 clusters Score -461924.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -461972.875000 Penalty: 2781.333984
	Iteration 32Q: 3 clusters Score -461972.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -462020.968750 Penalty: 2781.333984
	Iteration 33Q: 3 clusters Score -462021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -462055.375000 Penalty: 2781.333984
	Iteration 34Q: 3 clusters Score -462055.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -462086.875000 Penalty: 2781.333984
	Iteration 35Q: 3 clusters Score -462086.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -462107.468750 Penalty: 2781.333984
	Iteration 36Q: 3 clusters Score -462107.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -462128.000000 Penalty: 2781.333984
	Iteration 37Q: 3 clusters Score -462128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -462145.250000 Penalty: 2781.333984
	Iteration 38Q: 3 clusters Score -462145.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -462163.343750 Penalty: 2781.333984
	Iteration 39Q: 3 clusters Score -462163.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -462178.843750 Penalty: 2781.333984
	Iteration 40F: 3 clusters Score -462178.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -462188.937500 Penalty: 2781.333984
	Iteration 41Q: 3 clusters Score -462188.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -462191.625000 Penalty: 2781.333984
	Iteration 42Q: 3 clusters Score -462191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -462194.312500 Penalty: 2781.333984
	Iteration 43Q: 3 clusters Score -462194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -462195.968750 Penalty: 2781.333984
	Iteration 44Q: 3 clusters Score -462196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -462199.562500 Penalty: 2781.333984
	Iteration 45Q: 3 clusters Score -462199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -462205.187500 Penalty: 2781.333984
	Iteration 46Q: 3 clusters Score -462205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -462206.593750 Penalty: 2781.333984
	Iteration 47Q: 3 clusters Score -462206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -462212.125000 Penalty: 2781.333984
	Iteration 48Q: 3 clusters Score -462212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -462219.187500 Penalty: 2781.333984
	Iteration 49Q: 3 clusters Score -462219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -462221.625000 Penalty: 2781.333984
	Iteration 50Q: 3 clusters Score -462221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -462221.312500 Penalty: 2781.333984
	Iteration 51Q: 3 clusters Score -462221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -462221.312500 Penalty: 2781.333984
	Iteration 52F: 3 clusters Score -462221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Entering Unmasked Estep 
Score: -4561603.500000 Penalty: 1755.328613
	Iteration 0F: 2 clusters Score -4561604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -4528477.000000 Penalty: 3510.657227
	Iteration 0F: 3 clusters Score -4528477 nChanged 23061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4541650.000000 Penalty: 3510.657227
	Iteration 1F: 3 clusters Score -4541650 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -4542160.000000 Penalty: 3510.657227
	Iteration 2Q: 3 clusters Score -4542160 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4542653.500000 Penalty: 3510.657227
	Iteration 3Q: 3 clusters Score -4542654 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -4543138.000000 Penalty: 3510.657227
	Iteration 4Q: 3 clusters Score -4543138 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4543661.500000 Penalty: 3510.657227
	Iteration 5Q: 3 clusters Score -4543662 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -4544306.500000 Penalty: 3510.657227
	Iteration 6Q: 3 clusters Score -4544306 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -4545158.500000 Penalty: 3510.657227
	Iteration 7Q: 3 clusters Score -4545158 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4546208.500000 Penalty: 3510.657227
	Iteration 8Q: 3 clusters Score -4546208 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4547518.000000 Penalty: 3510.657227
	Iteration 9F: 3 clusters Score -4547518 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -4549050.500000 Penalty: 3510.657227
	Iteration 10F: 3 clusters Score -4549050 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4550864.000000 Penalty: 3510.657227
	Iteration 11F: 3 clusters Score -4550864 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -4552889.500000 Penalty: 3510.657227
	Iteration 12F: 3 clusters Score -4552890 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -4554752.000000 Penalty: 3510.657227
	Iteration 13Q: 3 clusters Score -4554752 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -4556120.500000 Penalty: 3510.657227
	Iteration 14Q: 3 clusters Score -4556120 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -4557013.000000 Penalty: 3510.657227
	Iteration 15Q: 3 clusters Score -4557013 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -4557574.500000 Penalty: 3510.657227
	Iteration 16Q: 3 clusters Score -4557574 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -4557962.000000 Penalty: 3510.657227
	Iteration 17Q: 3 clusters Score -4557962 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -4558266.000000 Penalty: 3510.657227
	Iteration 18Q: 3 clusters Score -4558266 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -4558508.000000 Penalty: 3510.657227
	Iteration 19Q: 3 clusters Score -4558508 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -4558777.500000 Penalty: 3510.657227
	Iteration 20F: 3 clusters Score -4558778 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -4559017.000000 Penalty: 3510.657227
	Iteration 21Q: 3 clusters Score -4559017 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -4559227.500000 Penalty: 3510.657227
	Iteration 22Q: 3 clusters Score -4559228 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -4559391.000000 Penalty: 3510.657227
	Iteration 23Q: 3 clusters Score -4559391 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -4559549.500000 Penalty: 3510.657227
	Iteration 24Q: 3 clusters Score -4559550 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -4559664.000000 Penalty: 3510.657227
	Iteration 25Q: 3 clusters Score -4559664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -4559752.000000 Penalty: 3510.657227
	Iteration 26Q: 3 clusters Score -4559752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -4559817.000000 Penalty: 3510.657227
	Iteration 27Q: 3 clusters Score -4559817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -4559875.000000 Penalty: 3510.657227
	Iteration 28Q: 3 clusters Score -4559875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -4559900.000000 Penalty: 3510.657227
	Iteration 29Q: 3 clusters Score -4559900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -4559930.000000 Penalty: 3510.657227
	Iteration 30Q: 3 clusters Score -4559930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -4559959.000000 Penalty: 3510.657227
	Iteration 31Q: 3 clusters Score -4559959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -4559967.000000 Penalty: 3510.657227
	Iteration 32Q: 3 clusters Score -4559967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -4559991.500000 Penalty: 3510.657227
	Iteration 33Q: 3 clusters Score -4559992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -4560011.500000 Penalty: 3510.657227
	Iteration 34Q: 3 clusters Score -4560012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -4560027.000000 Penalty: 3510.657227
	Iteration 35Q: 3 clusters Score -4560027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -4560041.000000 Penalty: 3510.657227
	Iteration 36Q: 3 clusters Score -4560041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -4560047.000000 Penalty: 3510.657227
	Iteration 37Q: 3 clusters Score -4560047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -4560050.000000 Penalty: 3510.657227
	Iteration 38Q: 3 clusters Score -4560050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -4560056.000000 Penalty: 3510.657227
	Iteration 39Q: 3 clusters Score -4560056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -4560058.000000 Penalty: 3510.657227
	Iteration 40F: 3 clusters Score -4560058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -4560057.000000 Penalty: 3510.657227
	Iteration 41Q: 3 clusters Score -4560057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -4560065.500000 Penalty: 3510.657227
	Iteration 42Q: 3 clusters Score -4560066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -4560071.500000 Penalty: 3510.657227
	Iteration 43Q: 3 clusters Score -4560072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -4560075.500000 Penalty: 3510.657227
	Iteration 44Q: 3 clusters Score -4560076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -4560080.500000 Penalty: 3510.657227
	Iteration 45Q: 3 clusters Score -4560080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -4560078.000000 Penalty: 3510.657227
	Iteration 46Q: 3 clusters Score -4560078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -4560087.000000 Penalty: 3510.657227
	Iteration 47Q: 3 clusters Score -4560087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -4560087.500000 Penalty: 3510.657227
	Iteration 48Q: 3 clusters Score -4560088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -4560093.000000 Penalty: 3510.657227
	Iteration 49Q: 3 clusters Score -4560093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -4560091.000000 Penalty: 3510.657227
	Iteration 50Q: 3 clusters Score -4560091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -4560094.000000 Penalty: 3510.657227
	Iteration 51Q: 3 clusters Score -4560094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -4560095.000000 Penalty: 3510.657227
	Iteration 52Q: 3 clusters Score -4560095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -4560096.500000 Penalty: 3510.657227
	Iteration 53Q: 3 clusters Score -4560096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -4560096.500000 Penalty: 3510.657227
	Iteration 54F: 3 clusters Score -4560096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Entering Unmasked Estep 
Score: -1311204.000000 Penalty: 1549.230713
	Iteration 0F: 2 clusters Score -1311204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1301585.875000 Penalty: 3098.461426
	Iteration 0F: 3 clusters Score -1301586 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1304933.500000 Penalty: 3098.461426
	Iteration 1F: 3 clusters Score -1304934 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1305204.500000 Penalty: 3098.461426
	Iteration 2F: 3 clusters Score -1305204 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1305403.375000 Penalty: 3098.461426
	Iteration 3Q: 3 clusters Score -1305403 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1305631.875000 Penalty: 3098.461426
	Iteration 4Q: 3 clusters Score -1305632 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1305900.875000 Penalty: 3098.461426
	Iteration 5Q: 3 clusters Score -1305901 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1306215.875000 Penalty: 3098.461426
	Iteration 6Q: 3 clusters Score -1306216 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1306631.750000 Penalty: 3098.461426
	Iteration 7F: 3 clusters Score -1306632 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1307242.500000 Penalty: 3098.461426
	Iteration 8F: 3 clusters Score -1307242 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1307934.500000 Penalty: 3098.461426
	Iteration 9F: 3 clusters Score -1307934 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1308598.250000 Penalty: 3098.461426
	Iteration 10F: 3 clusters Score -1308598 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1309189.250000 Penalty: 3098.461426
	Iteration 11Q: 3 clusters Score -1309189 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1309554.000000 Penalty: 3098.461426
	Iteration 12Q: 3 clusters Score -1309554 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1309785.125000 Penalty: 3098.461426
	Iteration 13Q: 3 clusters Score -1309785 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1309939.500000 Penalty: 3098.461426
	Iteration 14Q: 3 clusters Score -1309940 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1310024.500000 Penalty: 3098.461426
	Iteration 15Q: 3 clusters Score -1310024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1310068.625000 Penalty: 3098.461426
	Iteration 16Q: 3 clusters Score -1310069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1310098.875000 Penalty: 3098.461426
	Iteration 17Q: 3 clusters Score -1310099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1310115.375000 Penalty: 3098.461426
	Iteration 18Q: 3 clusters Score -1310115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1310123.375000 Penalty: 3098.461426
	Iteration 19Q: 3 clusters Score -1310123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1310131.250000 Penalty: 3098.461426
	Iteration 20F: 3 clusters Score -1310131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1310133.500000 Penalty: 3098.461426
	Iteration 21Q: 3 clusters Score -1310134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1310139.000000 Penalty: 3098.461426
	Iteration 22Q: 3 clusters Score -1310139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1310146.875000 Penalty: 3098.461426
	Iteration 23Q: 3 clusters Score -1310147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1310153.250000 Penalty: 3098.461426
	Iteration 24Q: 3 clusters Score -1310153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1310159.750000 Penalty: 3098.461426
	Iteration 25Q: 3 clusters Score -1310160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1310162.750000 Penalty: 3098.461426
	Iteration 26Q: 3 clusters Score -1310163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1310162.875000 Penalty: 3098.461426
	Iteration 27Q: 3 clusters Score -1310163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1310167.750000 Penalty: 3098.461426
	Iteration 28Q: 3 clusters Score -1310168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1310167.625000 Penalty: 3098.461426
	Iteration 29Q: 3 clusters Score -1310168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1310170.625000 Penalty: 3098.461426
	Iteration 30Q: 3 clusters Score -1310171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1310170.625000 Penalty: 3098.461426
	Iteration 31F: 3 clusters Score -1310171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -722050.687500 Penalty: 1456.096924
	Iteration 0F: 2 clusters Score -722050.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -716251.000000 Penalty: 2912.193848
	Iteration 0F: 3 clusters Score -716251 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -718036.812500 Penalty: 2912.193848
	Iteration 1F: 3 clusters Score -718036.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -718242.187500 Penalty: 2912.193848
	Iteration 2F: 3 clusters Score -718242.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -718422.625000 Penalty: 2912.193848
	Iteration 3F: 3 clusters Score -718422.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -718603.062500 Penalty: 2912.193848
	Iteration 4Q: 3 clusters Score -718603.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -718844.312500 Penalty: 2912.193848
	Iteration 5Q: 3 clusters Score -718844.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -719130.562500 Penalty: 2912.193848
	Iteration 6F: 3 clusters Score -719130.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -719458.687500 Penalty: 2912.193848
	Iteration 7F: 3 clusters Score -719458.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -719846.312500 Penalty: 2912.193848
	Iteration 8F: 3 clusters Score -719846.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -720188.500000 Penalty: 2912.193848
	Iteration 9F: 3 clusters Score -720188.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -720451.937500 Penalty: 2912.193848
	Iteration 10Q: 3 clusters Score -720451.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -720694.062500 Penalty: 2912.193848
	Iteration 11Q: 3 clusters Score -720694.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -720880.937500 Penalty: 2912.193848
	Iteration 12Q: 3 clusters Score -720880.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -721060.187500 Penalty: 2912.193848
	Iteration 13Q: 3 clusters Score -721060.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -721228.437500 Penalty: 2912.193848
	Iteration 14Q: 3 clusters Score -721228.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -721385.750000 Penalty: 2912.193848
	Iteration 15Q: 3 clusters Score -721385.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -721519.812500 Penalty: 2912.193848
	Iteration 16Q: 3 clusters Score -721519.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -721624.937500 Penalty: 2912.193848
	Iteration 17Q: 3 clusters Score -721624.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -721691.125000 Penalty: 2912.193848
	Iteration 18Q: 3 clusters Score -721691.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -721739.437500 Penalty: 2912.193848
	Iteration 19Q: 3 clusters Score -721739.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -721790.125000 Penalty: 2912.193848
	Iteration 20F: 3 clusters Score -721790.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -721835.000000 Penalty: 2912.193848
	Iteration 21Q: 3 clusters Score -721835 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -721879.937500 Penalty: 2912.193848
	Iteration 22Q: 3 clusters Score -721879.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -721913.625000 Penalty: 2912.193848
	Iteration 23Q: 3 clusters Score -721913.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -721943.437500 Penalty: 2912.193848
	Iteration 24Q: 3 clusters Score -721943.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -721959.750000 Penalty: 2912.193848
	Iteration 25Q: 3 clusters Score -721959.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -721970.500000 Penalty: 2912.193848
	Iteration 26Q: 3 clusters Score -721970.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -721977.312500 Penalty: 2912.193848
	Iteration 27Q: 3 clusters Score -721977.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -721979.750000 Penalty: 2912.193848
	Iteration 28Q: 3 clusters Score -721979.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -721986.687500 Penalty: 2912.193848
	Iteration 29Q: 3 clusters Score -721986.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -721990.687500 Penalty: 2912.193848
	Iteration 30Q: 3 clusters Score -721990.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -721993.625000 Penalty: 2912.193848
	Iteration 31Q: 3 clusters Score -721993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -721997.125000 Penalty: 2912.193848
	Iteration 32Q: 3 clusters Score -721997.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -721999.250000 Penalty: 2912.193848
	Iteration 33Q: 3 clusters Score -721999.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -721999.625000 Penalty: 2912.193848
	Iteration 34Q: 3 clusters Score -721999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -722001.937500 Penalty: 2912.193848
	Iteration 35Q: 3 clusters Score -722001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -722001.500000 Penalty: 2912.193848
	Iteration 36Q: 3 clusters Score -722001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -722002.750000 Penalty: 2912.193848
	Iteration 37Q: 3 clusters Score -722002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -722002.750000 Penalty: 2912.193848
	Iteration 38Q: 3 clusters Score -722002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -722003.500000 Penalty: 2912.193848
	Iteration 39Q: 3 clusters Score -722003.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -722003.500000 Penalty: 2912.193848
	Iteration 40F: 3 clusters Score -722003.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Entering Unmasked Estep 
Score: -2087111.625000 Penalty: 1623.960449
	Iteration 0F: 2 clusters Score -2087112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2072330.500000 Penalty: 3247.920898
	Iteration 0F: 3 clusters Score -2072330 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2077633.500000 Penalty: 3247.920898
	Iteration 1F: 3 clusters Score -2077634 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2077935.500000 Penalty: 3247.920898
	Iteration 2Q: 3 clusters Score -2077936 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2078211.125000 Penalty: 3247.920898
	Iteration 3Q: 3 clusters Score -2078211 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2078486.875000 Penalty: 3247.920898
	Iteration 4Q: 3 clusters Score -2078487 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2078784.375000 Penalty: 3247.920898
	Iteration 5Q: 3 clusters Score -2078784 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2079121.375000 Penalty: 3247.920898
	Iteration 6Q: 3 clusters Score -2079121 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2079514.875000 Penalty: 3247.920898
	Iteration 7Q: 3 clusters Score -2079515 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2080007.625000 Penalty: 3247.920898
	Iteration 8Q: 3 clusters Score -2080008 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2080585.250000 Penalty: 3247.920898
	Iteration 9Q: 3 clusters Score -2080585 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2081245.875000 Penalty: 3247.920898
	Iteration 10F: 3 clusters Score -2081246 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2081958.250000 Penalty: 3247.920898
	Iteration 11F: 3 clusters Score -2081958 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2082777.625000 Penalty: 3247.920898
	Iteration 12F: 3 clusters Score -2082778 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2083624.125000 Penalty: 3247.920898
	Iteration 13Q: 3 clusters Score -2083624 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2084428.500000 Penalty: 3247.920898
	Iteration 14Q: 3 clusters Score -2084428 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2085023.625000 Penalty: 3247.920898
	Iteration 15Q: 3 clusters Score -2085024 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2085340.750000 Penalty: 3247.920898
	Iteration 16Q: 3 clusters Score -2085341 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2085499.000000 Penalty: 3247.920898
	Iteration 17Q: 3 clusters Score -2085499 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2085576.375000 Penalty: 3247.920898
	Iteration 18Q: 3 clusters Score -2085576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2085632.375000 Penalty: 3247.920898
	Iteration 19Q: 3 clusters Score -2085632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2085668.750000 Penalty: 3247.920898
	Iteration 20F: 3 clusters Score -2085669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2085689.875000 Penalty: 3247.920898
	Iteration 21Q: 3 clusters Score -2085690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2085708.625000 Penalty: 3247.920898
	Iteration 22Q: 3 clusters Score -2085709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2085718.625000 Penalty: 3247.920898
	Iteration 23Q: 3 clusters Score -2085719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2085727.125000 Penalty: 3247.920898
	Iteration 24Q: 3 clusters Score -2085727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2085725.625000 Penalty: 3247.920898
	Iteration 25Q: 3 clusters Score -2085726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2085729.000000 Penalty: 3247.920898
	Iteration 26Q: 3 clusters Score -2085729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2085729.000000 Penalty: 3247.920898
	Iteration 27F: 3 clusters Score -2085729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -503501.625000 Penalty: 1406.302490
	Iteration 0F: 2 clusters Score -503501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -499054.000000 Penalty: 2812.604980
	Iteration 0F: 3 clusters Score -499054 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -500410.656250 Penalty: 2812.604980
	Iteration 1F: 3 clusters Score -500410.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -500672.406250 Penalty: 2812.604980
	Iteration 2F: 3 clusters Score -500672.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -500873.843750 Penalty: 2812.604980
	Iteration 3F: 3 clusters Score -500873.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -501060.843750 Penalty: 2812.604980
	Iteration 4F: 3 clusters Score -501060.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -501266.031250 Penalty: 2812.604980
	Iteration 5Q: 3 clusters Score -501266 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -501514.343750 Penalty: 2812.604980
	Iteration 6Q: 3 clusters Score -501514.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -501753.750000 Penalty: 2812.604980
	Iteration 7Q: 3 clusters Score -501753.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -501978.000000 Penalty: 2812.604980
	Iteration 8Q: 3 clusters Score -501978 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -502186.875000 Penalty: 2812.604980
	Iteration 9Q: 3 clusters Score -502186.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -502391.343750 Penalty: 2812.604980
	Iteration 10Q: 3 clusters Score -502391.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -502587.218750 Penalty: 2812.604980
	Iteration 11Q: 3 clusters Score -502587.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -502750.250000 Penalty: 2812.604980
	Iteration 12Q: 3 clusters Score -502750.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -502900.531250 Penalty: 2812.604980
	Iteration 13Q: 3 clusters Score -502900.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -502974.968750 Penalty: 2812.604980
	Iteration 14Q: 3 clusters Score -502975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -503011.968750 Penalty: 2812.604980
	Iteration 15Q: 3 clusters Score -503012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -503034.281250 Penalty: 2812.604980
	Iteration 16Q: 3 clusters Score -503034.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -503052.500000 Penalty: 2812.604980
	Iteration 17Q: 3 clusters Score -503052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -503060.875000 Penalty: 2812.604980
	Iteration 18Q: 3 clusters Score -503060.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -503066.968750 Penalty: 2812.604980
	Iteration 19Q: 3 clusters Score -503067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -503079.593750 Penalty: 2812.604980
	Iteration 20F: 3 clusters Score -503079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -503109.906250 Penalty: 2812.604980
	Iteration 21Q: 3 clusters Score -503109.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -503130.406250 Penalty: 2812.604980
	Iteration 22Q: 3 clusters Score -503130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -503140.906250 Penalty: 2812.604980
	Iteration 23Q: 3 clusters Score -503140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -503151.312500 Penalty: 2812.604980
	Iteration 24Q: 3 clusters Score -503151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -503157.687500 Penalty: 2812.604980
	Iteration 25Q: 3 clusters Score -503157.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -503170.125000 Penalty: 2812.604980
	Iteration 26Q: 3 clusters Score -503170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -503176.187500 Penalty: 2812.604980
	Iteration 27Q: 3 clusters Score -503176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -503181.281250 Penalty: 2812.604980
	Iteration 28Q: 3 clusters Score -503181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -503183.281250 Penalty: 2812.604980
	Iteration 29Q: 3 clusters Score -503183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -503183.750000 Penalty: 2812.604980
	Iteration 30Q: 3 clusters Score -503183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -503185.750000 Penalty: 2812.604980
	Iteration 31Q: 3 clusters Score -503185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -503188.906250 Penalty: 2812.604980
	Iteration 32Q: 3 clusters Score -503188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -503191.000000 Penalty: 2812.604980
	Iteration 33Q: 3 clusters Score -503191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -503193.875000 Penalty: 2812.604980
	Iteration 34Q: 3 clusters Score -503193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -503195.125000 Penalty: 2812.604980
	Iteration 35Q: 3 clusters Score -503195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -503197.250000 Penalty: 2812.604980
	Iteration 36Q: 3 clusters Score -503197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -503198.656250 Penalty: 2812.604980
	Iteration 37F: 3 clusters Score -503198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -503205.781250 Penalty: 2812.604980
	Iteration 38Q: 3 clusters Score -503205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -503205.781250 Penalty: 2812.604980
	Iteration 39F: 3 clusters Score -503205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Entering Unmasked Estep 
Score: -684536.375000 Penalty: 1468.676392
	Iteration 0F: 2 clusters Score -684536.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -678472.812500 Penalty: 2937.352783
	Iteration 0F: 3 clusters Score -678472.8 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -680461.875000 Penalty: 2937.352783
	Iteration 1F: 3 clusters Score -680461.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -680817.750000 Penalty: 2937.352783
	Iteration 2F: 3 clusters Score -680817.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -681144.437500 Penalty: 2937.352783
	Iteration 3F: 3 clusters Score -681144.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -681452.500000 Penalty: 2937.352783
	Iteration 4F: 3 clusters Score -681452.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -681738.000000 Penalty: 2937.352783
	Iteration 5F: 3 clusters Score -681738 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -682055.875000 Penalty: 2937.352783
	Iteration 6F: 3 clusters Score -682055.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -682470.562500 Penalty: 2937.352783
	Iteration 7F: 3 clusters Score -682470.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -682823.312500 Penalty: 2937.352783
	Iteration 8Q: 3 clusters Score -682823.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -683043.375000 Penalty: 2937.352783
	Iteration 9Q: 3 clusters Score -683043.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -683169.562500 Penalty: 2937.352783
	Iteration 10Q: 3 clusters Score -683169.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -683249.250000 Penalty: 2937.352783
	Iteration 11Q: 3 clusters Score -683249.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -683313.375000 Penalty: 2937.352783
	Iteration 12Q: 3 clusters Score -683313.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -683354.500000 Penalty: 2937.352783
	Iteration 13Q: 3 clusters Score -683354.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -683385.500000 Penalty: 2937.352783
	Iteration 14Q: 3 clusters Score -683385.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -683425.437500 Penalty: 2937.352783
	Iteration 15Q: 3 clusters Score -683425.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -683452.250000 Penalty: 2937.352783
	Iteration 16Q: 3 clusters Score -683452.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -683480.875000 Penalty: 2937.352783
	Iteration 17Q: 3 clusters Score -683480.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -683499.000000 Penalty: 2937.352783
	Iteration 18Q: 3 clusters Score -683499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -683513.187500 Penalty: 2937.352783
	Iteration 19Q: 3 clusters Score -683513.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -683520.937500 Penalty: 2937.352783
	Iteration 20F: 3 clusters Score -683520.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -683532.437500 Penalty: 2937.352783
	Iteration 21Q: 3 clusters Score -683532.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -683536.937500 Penalty: 2937.352783
	Iteration 22Q: 3 clusters Score -683536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -683544.312500 Penalty: 2937.352783
	Iteration 23Q: 3 clusters Score -683544.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -683547.062500 Penalty: 2937.352783
	Iteration 24Q: 3 clusters Score -683547.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -683551.125000 Penalty: 2937.352783
	Iteration 25Q: 3 clusters Score -683551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -683556.062500 Penalty: 2937.352783
	Iteration 26Q: 3 clusters Score -683556.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -683560.312500 Penalty: 2937.352783
	Iteration 27Q: 3 clusters Score -683560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -683562.750000 Penalty: 2937.352783
	Iteration 28Q: 3 clusters Score -683562.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -683564.687500 Penalty: 2937.352783
	Iteration 29Q: 3 clusters Score -683564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -683566.437500 Penalty: 2937.352783
	Iteration 30Q: 3 clusters Score -683566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -683566.750000 Penalty: 2937.352783
	Iteration 31Q: 3 clusters Score -683566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -683568.500000 Penalty: 2937.352783
	Iteration 32Q: 3 clusters Score -683568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -683569.250000 Penalty: 2937.352783
	Iteration 33Q: 3 clusters Score -683569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -683568.375000 Penalty: 2937.352783
	Iteration 34Q: 3 clusters Score -683568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -683569.937500 Penalty: 2937.352783
	Iteration 35Q: 3 clusters Score -683569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -683569.937500 Penalty: 2937.352783
	Iteration 36F: 3 clusters Score -683569.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Entering Unmasked Estep 
Score: -1151967.000000 Penalty: 1528.873657
	Iteration 0F: 2 clusters Score -1151967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1143398.250000 Penalty: 3057.747314
	Iteration 0F: 3 clusters Score -1143398 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1146172.250000 Penalty: 3057.747314
	Iteration 1F: 3 clusters Score -1146172 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1146487.375000 Penalty: 3057.747314
	Iteration 2F: 3 clusters Score -1146487 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1146794.125000 Penalty: 3057.747314
	Iteration 3F: 3 clusters Score -1146794 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1147115.750000 Penalty: 3057.747314
	Iteration 4Q: 3 clusters Score -1147116 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1147527.875000 Penalty: 3057.747314
	Iteration 5F: 3 clusters Score -1147528 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1147998.125000 Penalty: 3057.747314
	Iteration 6F: 3 clusters Score -1147998 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1148464.375000 Penalty: 3057.747314
	Iteration 7F: 3 clusters Score -1148464 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1148914.250000 Penalty: 3057.747314
	Iteration 8F: 3 clusters Score -1148914 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1149205.125000 Penalty: 3057.747314
	Iteration 9Q: 3 clusters Score -1149205 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1149359.000000 Penalty: 3057.747314
	Iteration 10Q: 3 clusters Score -1149359 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1149447.500000 Penalty: 3057.747314
	Iteration 11Q: 3 clusters Score -1149448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1149515.500000 Penalty: 3057.747314
	Iteration 12Q: 3 clusters Score -1149516 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1149564.250000 Penalty: 3057.747314
	Iteration 13Q: 3 clusters Score -1149564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1149607.500000 Penalty: 3057.747314
	Iteration 14Q: 3 clusters Score -1149608 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1149658.750000 Penalty: 3057.747314
	Iteration 15Q: 3 clusters Score -1149659 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1149706.125000 Penalty: 3057.747314
	Iteration 16Q: 3 clusters Score -1149706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1149757.250000 Penalty: 3057.747314
	Iteration 17Q: 3 clusters Score -1149757 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1149820.375000 Penalty: 3057.747314
	Iteration 18Q: 3 clusters Score -1149820 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1149894.250000 Penalty: 3057.747314
	Iteration 19Q: 3 clusters Score -1149894 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1149944.375000 Penalty: 3057.747314
	Iteration 20F: 3 clusters Score -1149944 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1149996.750000 Penalty: 3057.747314
	Iteration 21Q: 3 clusters Score -1149997 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1150037.125000 Penalty: 3057.747314
	Iteration 22Q: 3 clusters Score -1150037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1150073.875000 Penalty: 3057.747314
	Iteration 23Q: 3 clusters Score -1150074 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1150103.875000 Penalty: 3057.747314
	Iteration 24Q: 3 clusters Score -1150104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1150128.000000 Penalty: 3057.747314
	Iteration 25Q: 3 clusters Score -1150128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1150152.000000 Penalty: 3057.747314
	Iteration 26Q: 3 clusters Score -1150152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1150175.875000 Penalty: 3057.747314
	Iteration 27Q: 3 clusters Score -1150176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1150204.125000 Penalty: 3057.747314
	Iteration 28Q: 3 clusters Score -1150204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1150222.000000 Penalty: 3057.747314
	Iteration 29Q: 3 clusters Score -1150222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1150243.500000 Penalty: 3057.747314
	Iteration 30Q: 3 clusters Score -1150244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1150259.375000 Penalty: 3057.747314
	Iteration 31Q: 3 clusters Score -1150259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1150275.750000 Penalty: 3057.747314
	Iteration 32Q: 3 clusters Score -1150276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1150292.125000 Penalty: 3057.747314
	Iteration 33Q: 3 clusters Score -1150292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1150306.750000 Penalty: 3057.747314
	Iteration 34Q: 3 clusters Score -1150307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1150311.500000 Penalty: 3057.747314
	Iteration 35Q: 3 clusters Score -1150312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1150324.000000 Penalty: 3057.747314
	Iteration 36Q: 3 clusters Score -1150324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1150334.375000 Penalty: 3057.747314
	Iteration 37Q: 3 clusters Score -1150334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1150342.375000 Penalty: 3057.747314
	Iteration 38Q: 3 clusters Score -1150342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1150349.875000 Penalty: 3057.747314
	Iteration 39Q: 3 clusters Score -1150350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1150359.875000 Penalty: 3057.747314
	Iteration 40F: 3 clusters Score -1150360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1150362.250000 Penalty: 3057.747314
	Iteration 41Q: 3 clusters Score -1150362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1150369.625000 Penalty: 3057.747314
	Iteration 42Q: 3 clusters Score -1150370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1150378.625000 Penalty: 3057.747314
	Iteration 43Q: 3 clusters Score -1150379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1150386.875000 Penalty: 3057.747314
	Iteration 44Q: 3 clusters Score -1150387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1150387.625000 Penalty: 3057.747314
	Iteration 45Q: 3 clusters Score -1150388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1150394.000000 Penalty: 3057.747314
	Iteration 46Q: 3 clusters Score -1150394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1150400.875000 Penalty: 3057.747314
	Iteration 47Q: 3 clusters Score -1150401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1150408.250000 Penalty: 3057.747314
	Iteration 48Q: 3 clusters Score -1150408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1150411.250000 Penalty: 3057.747314
	Iteration 49Q: 3 clusters Score -1150411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1150417.250000 Penalty: 3057.747314
	Iteration 50Q: 3 clusters Score -1150417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1150418.750000 Penalty: 3057.747314
	Iteration 51Q: 3 clusters Score -1150419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1150424.000000 Penalty: 3057.747314
	Iteration 52Q: 3 clusters Score -1150424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1150430.125000 Penalty: 3057.747314
	Iteration 53Q: 3 clusters Score -1150430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1150443.500000 Penalty: 3057.747314
	Iteration 54Q: 3 clusters Score -1150444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1150452.750000 Penalty: 3057.747314
	Iteration 55Q: 3 clusters Score -1150453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1150461.125000 Penalty: 3057.747314
	Iteration 56Q: 3 clusters Score -1150461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1150465.375000 Penalty: 3057.747314
	Iteration 57Q: 3 clusters Score -1150465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1150473.625000 Penalty: 3057.747314
	Iteration 58Q: 3 clusters Score -1150474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1150475.000000 Penalty: 3057.747314
	Iteration 59Q: 3 clusters Score -1150475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1150482.750000 Penalty: 3057.747314
	Iteration 60F: 3 clusters Score -1150483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1150491.625000 Penalty: 3057.747314
	Iteration 61Q: 3 clusters Score -1150492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1150500.125000 Penalty: 3057.747314
	Iteration 62Q: 3 clusters Score -1150500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1150518.250000 Penalty: 3057.747314
	Iteration 63Q: 3 clusters Score -1150518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1150533.625000 Penalty: 3057.747314
	Iteration 64Q: 3 clusters Score -1150534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1150544.000000 Penalty: 3057.747314
	Iteration 65Q: 3 clusters Score -1150544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1150552.750000 Penalty: 3057.747314
	Iteration 66Q: 3 clusters Score -1150553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1150563.375000 Penalty: 3057.747314
	Iteration 67Q: 3 clusters Score -1150563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1150570.125000 Penalty: 3057.747314
	Iteration 68Q: 3 clusters Score -1150570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1150588.500000 Penalty: 3057.747314
	Iteration 69Q: 3 clusters Score -1150588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1150602.000000 Penalty: 3057.747314
	Iteration 70Q: 3 clusters Score -1150602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1150616.875000 Penalty: 3057.747314
	Iteration 71Q: 3 clusters Score -1150617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1150625.000000 Penalty: 3057.747314
	Iteration 72Q: 3 clusters Score -1150625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1150629.125000 Penalty: 3057.747314
	Iteration 73Q: 3 clusters Score -1150629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1150643.375000 Penalty: 3057.747314
	Iteration 74Q: 3 clusters Score -1150643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1150652.625000 Penalty: 3057.747314
	Iteration 75Q: 3 clusters Score -1150653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1150653.375000 Penalty: 3057.747314
	Iteration 76Q: 3 clusters Score -1150653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1150655.875000 Penalty: 3057.747314
	Iteration 77Q: 3 clusters Score -1150656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1150660.000000 Penalty: 3057.747314
	Iteration 78Q: 3 clusters Score -1150660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1150666.000000 Penalty: 3057.747314
	Iteration 79Q: 3 clusters Score -1150666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1150666.875000 Penalty: 3057.747314
	Iteration 80F: 3 clusters Score -1150667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1150670.500000 Penalty: 3057.747314
	Iteration 81Q: 3 clusters Score -1150670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1150671.375000 Penalty: 3057.747314
	Iteration 82Q: 3 clusters Score -1150671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1150673.625000 Penalty: 3057.747314
	Iteration 83Q: 3 clusters Score -1150674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1150673.500000 Penalty: 3057.747314
	Iteration 84Q: 3 clusters Score -1150674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1150675.375000 Penalty: 3057.747314
	Iteration 85Q: 3 clusters Score -1150675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1150677.250000 Penalty: 3057.747314
	Iteration 86Q: 3 clusters Score -1150677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1150676.625000 Penalty: 3057.747314
	Iteration 87Q: 3 clusters Score -1150677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1150677.250000 Penalty: 3057.747314
	Iteration 88Q: 3 clusters Score -1150677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1150677.500000 Penalty: 3057.747314
	Iteration 89Q: 3 clusters Score -1150678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1150677.500000 Penalty: 3057.747314
	Iteration 90F: 3 clusters Score -1150678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -176652.062500 Penalty: 1231.448608
	Iteration 0F: 2 clusters Score -176652.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -174613.437500 Penalty: 2462.897217
	Iteration 0F: 3 clusters Score -174613.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -175062.578125 Penalty: 2462.897217
	Iteration 1F: 3 clusters Score -175062.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -175163.375000 Penalty: 2462.897217
	Iteration 2F: 3 clusters Score -175163.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -175216.468750 Penalty: 2462.897217
	Iteration 3Q: 3 clusters Score -175216.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -175239.031250 Penalty: 2462.897217
	Iteration 4Q: 3 clusters Score -175239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -175255.437500 Penalty: 2462.897217
	Iteration 5Q: 3 clusters Score -175255.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -175270.750000 Penalty: 2462.897217
	Iteration 6Q: 3 clusters Score -175270.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -175280.468750 Penalty: 2462.897217
	Iteration 7Q: 3 clusters Score -175280.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -175290.578125 Penalty: 2462.897217
	Iteration 8Q: 3 clusters Score -175290.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -175298.500000 Penalty: 2462.897217
	Iteration 9Q: 3 clusters Score -175298.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -175303.781250 Penalty: 2462.897217
	Iteration 10Q: 3 clusters Score -175303.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -175310.812500 Penalty: 2462.897217
	Iteration 11Q: 3 clusters Score -175310.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -175317.109375 Penalty: 2462.897217
	Iteration 12Q: 3 clusters Score -175317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -175322.734375 Penalty: 2462.897217
	Iteration 13Q: 3 clusters Score -175322.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -175333.218750 Penalty: 2462.897217
	Iteration 14Q: 3 clusters Score -175333.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -175343.125000 Penalty: 2462.897217
	Iteration 15Q: 3 clusters Score -175343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -175355.296875 Penalty: 2462.897217
	Iteration 16Q: 3 clusters Score -175355.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -175365.406250 Penalty: 2462.897217
	Iteration 17Q: 3 clusters Score -175365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -175370.750000 Penalty: 2462.897217
	Iteration 18Q: 3 clusters Score -175370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -175373.562500 Penalty: 2462.897217
	Iteration 19Q: 3 clusters Score -175373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -175379.812500 Penalty: 2462.897217
	Iteration 20F: 3 clusters Score -175379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -175382.859375 Penalty: 2462.897217
	Iteration 21Q: 3 clusters Score -175382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -175387.828125 Penalty: 2462.897217
	Iteration 22Q: 3 clusters Score -175387.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -175391.250000 Penalty: 2462.897217
	Iteration 23Q: 3 clusters Score -175391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -175394.000000 Penalty: 2462.897217
	Iteration 24Q: 3 clusters Score -175394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -175395.625000 Penalty: 2462.897217
	Iteration 25Q: 3 clusters Score -175395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -175396.984375 Penalty: 2462.897217
	Iteration 26Q: 3 clusters Score -175397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -175398.875000 Penalty: 2462.897217
	Iteration 27Q: 3 clusters Score -175398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -175401.125000 Penalty: 2462.897217
	Iteration 28Q: 3 clusters Score -175401.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -175404.234375 Penalty: 2462.897217
	Iteration 29Q: 3 clusters Score -175404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -175407.437500 Penalty: 2462.897217
	Iteration 30Q: 3 clusters Score -175407.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -175410.187500 Penalty: 2462.897217
	Iteration 31Q: 3 clusters Score -175410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -175414.953125 Penalty: 2462.897217
	Iteration 32Q: 3 clusters Score -175415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -175418.453125 Penalty: 2462.897217
	Iteration 33Q: 3 clusters Score -175418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -175422.937500 Penalty: 2462.897217
	Iteration 34Q: 3 clusters Score -175422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -175428.125000 Penalty: 2462.897217
	Iteration 35Q: 3 clusters Score -175428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -175432.765625 Penalty: 2462.897217
	Iteration 36Q: 3 clusters Score -175432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -175435.093750 Penalty: 2462.897217
	Iteration 37Q: 3 clusters Score -175435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -175436.328125 Penalty: 2462.897217
	Iteration 38Q: 3 clusters Score -175436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -175437.515625 Penalty: 2462.897217
	Iteration 39Q: 3 clusters Score -175437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -175439.187500 Penalty: 2462.897217
	Iteration 40F: 3 clusters Score -175439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -175440.265625 Penalty: 2462.897217
	Iteration 41Q: 3 clusters Score -175440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -175440.406250 Penalty: 2462.897217
	Iteration 42Q: 3 clusters Score -175440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -175440.406250 Penalty: 2462.897217
	Iteration 43F: 3 clusters Score -175440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -503074.281250 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -503074.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -498837.062500 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -498837.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -499987.343750 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -499987.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -500168.625000 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -500168.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -500314.656250 Penalty: 2789.407715
	Iteration 3F: 3 clusters Score -500314.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -500412.750000 Penalty: 2789.407715
	Iteration 4Q: 3 clusters Score -500412.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -500492.562500 Penalty: 2789.407715
	Iteration 5Q: 3 clusters Score -500492.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -500562.156250 Penalty: 2789.407715
	Iteration 6Q: 3 clusters Score -500562.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -500651.093750 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -500651.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -500740.156250 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -500740.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -500851.625000 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -500851.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -500970.406250 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -500970.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -501089.031250 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -501089 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -501195.656250 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -501195.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -501303.718750 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -501303.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -501408.187500 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -501408.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -501504.562500 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -501504.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -501586.468750 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -501586.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -501656.968750 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -501657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -501697.906250 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -501697.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -501722.781250 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -501722.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -501740.250000 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -501740.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -501760.562500 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -501760.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -501786.218750 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -501786.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -501815.406250 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -501815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -501831.906250 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -501831.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -501839.031250 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -501839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -501846.781250 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -501846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -501850.437500 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -501850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -501853.375000 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -501853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -501858.093750 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -501858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -501860.718750 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -501860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -501861.093750 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -501861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -501861.093750 Penalty: 2789.407715
	Iteration 32F: 3 clusters Score -501861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170051 members 
Entering Unmasked Estep 
Score: -15182535.000000 Penalty: 1957.126221
	Iteration 0F: 2 clusters Score -1.518254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -15068288.000000 Penalty: 3914.252441
	Iteration 0F: 3 clusters Score -1.506829e+07 nChanged 82295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -15118749.000000 Penalty: 3914.252441
	Iteration 1F: 3 clusters Score -1.511875e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -15120723.000000 Penalty: 3914.252441
	Iteration 2Q: 3 clusters Score -1.512072e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -15123713.000000 Penalty: 3914.252441
	Iteration 3Q: 3 clusters Score -1.512371e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -15127499.000000 Penalty: 3914.252441
	Iteration 4Q: 3 clusters Score -1.51275e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -15132319.000000 Penalty: 3914.252441
	Iteration 5F: 3 clusters Score -1.513232e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -15138110.000000 Penalty: 3914.252441
	Iteration 6F: 3 clusters Score -1.513811e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -15143967.000000 Penalty: 3914.252441
	Iteration 7F: 3 clusters Score -1.514397e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112908 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -15149376.000000 Penalty: 3914.252441
	Iteration 8F: 3 clusters Score -1.514938e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117146 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -15153126.000000 Penalty: 3914.252441
	Iteration 9Q: 3 clusters Score -1.515313e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -15155796.000000 Penalty: 3914.252441
	Iteration 10Q: 3 clusters Score -1.51558e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -15157689.000000 Penalty: 3914.252441
	Iteration 11Q: 3 clusters Score -1.515769e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -15159496.000000 Penalty: 3914.252441
	Iteration 12Q: 3 clusters Score -1.51595e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132781 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -15161280.000000 Penalty: 3914.252441
	Iteration 13Q: 3 clusters Score -1.516128e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136976 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -15163355.000000 Penalty: 3914.252441
	Iteration 14Q: 3 clusters Score -1.516336e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141219 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -15165651.000000 Penalty: 3914.252441
	Iteration 15Q: 3 clusters Score -1.516565e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -15167911.000000 Penalty: 3914.252441
	Iteration 16Q: 3 clusters Score -1.516791e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149484 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -15170253.000000 Penalty: 3914.252441
	Iteration 17Q: 3 clusters Score -1.517025e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153059 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -15172413.000000 Penalty: 3914.252441
	Iteration 18Q: 3 clusters Score -1.517241e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -15174494.000000 Penalty: 3914.252441
	Iteration 19Q: 3 clusters Score -1.517449e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158904 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -15176189.000000 Penalty: 3914.252441
	Iteration 20F: 3 clusters Score -1.517619e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161005 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -15177527.000000 Penalty: 3914.252441
	Iteration 21Q: 3 clusters Score -1.517753e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162598 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -15178521.000000 Penalty: 3914.252441
	Iteration 22Q: 3 clusters Score -1.517852e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163790 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -15179242.000000 Penalty: 3914.252441
	Iteration 23Q: 3 clusters Score -1.517924e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -15179728.000000 Penalty: 3914.252441
	Iteration 24Q: 3 clusters Score -1.517973e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -15180181.000000 Penalty: 3914.252441
	Iteration 25Q: 3 clusters Score -1.518018e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165987 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -15180407.000000 Penalty: 3914.252441
	Iteration 26Q: 3 clusters Score -1.518041e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166431 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -15180618.000000 Penalty: 3914.252441
	Iteration 27Q: 3 clusters Score -1.518062e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -15180720.000000 Penalty: 3914.252441
	Iteration 28Q: 3 clusters Score -1.518072e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -15180874.000000 Penalty: 3914.252441
	Iteration 29Q: 3 clusters Score -1.518087e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167264 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -15180977.000000 Penalty: 3914.252441
	Iteration 30Q: 3 clusters Score -1.518098e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -15181018.000000 Penalty: 3914.252441
	Iteration 31Q: 3 clusters Score -1.518102e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167560 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -15181065.000000 Penalty: 3914.252441
	Iteration 32Q: 3 clusters Score -1.518106e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167675 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -15181111.000000 Penalty: 3914.252441
	Iteration 33Q: 3 clusters Score -1.518111e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -15181139.000000 Penalty: 3914.252441
	Iteration 34Q: 3 clusters Score -1.518114e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -15181139.000000 Penalty: 3914.252441
	Iteration 35Q: 3 clusters Score -1.518114e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167920 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15181142.000000 Penalty: 3914.252441
	Iteration 36Q: 3 clusters Score -1.518114e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -15181159.000000 Penalty: 3914.252441
	Iteration 37Q: 3 clusters Score -1.518116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168007 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -15181148.000000 Penalty: 3914.252441
	Iteration 38Q: 3 clusters Score -1.518115e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -15181178.000000 Penalty: 3914.252441
	Iteration 39Q: 3 clusters Score -1.518118e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -15181176.000000 Penalty: 3914.252441
	Iteration 40F: 3 clusters Score -1.518118e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -15181174.000000 Penalty: 3914.252441
	Iteration 41Q: 3 clusters Score -1.518117e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168169 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15181170.000000 Penalty: 3914.252441
	Iteration 42Q: 3 clusters Score -1.518117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168185 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -15181187.000000 Penalty: 3914.252441
	Iteration 43Q: 3 clusters Score -1.518119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15181198.000000 Penalty: 3914.252441
	Iteration 44Q: 3 clusters Score -1.51812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168207 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -15181201.000000 Penalty: 3914.252441
	Iteration 45Q: 3 clusters Score -1.51812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168222 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15181198.000000 Penalty: 3914.252441
	Iteration 46Q: 3 clusters Score -1.51812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168236 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15181191.000000 Penalty: 3914.252441
	Iteration 47Q: 3 clusters Score -1.518119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168246 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -15181201.000000 Penalty: 3914.252441
	Iteration 48Q: 3 clusters Score -1.51812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -15181210.000000 Penalty: 3914.252441
	Iteration 49Q: 3 clusters Score -1.518121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -15181207.000000 Penalty: 3914.252441
	Iteration 50Q: 3 clusters Score -1.518121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168283 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -15181199.000000 Penalty: 3914.252441
	Iteration 51Q: 3 clusters Score -1.51812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -15181208.000000 Penalty: 3914.252441
	Iteration 52Q: 3 clusters Score -1.518121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168294 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -15181215.000000 Penalty: 3914.252441
	Iteration 53Q: 3 clusters Score -1.518122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168304 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15181222.000000 Penalty: 3914.252441
	Iteration 54Q: 3 clusters Score -1.518122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168312 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -15181223.000000 Penalty: 3914.252441
	Iteration 55Q: 3 clusters Score -1.518122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168315 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15181218.000000 Penalty: 3914.252441
	Iteration 56Q: 3 clusters Score -1.518122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168322 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -15181204.000000 Penalty: 3914.252441
	Iteration 57Q: 3 clusters Score -1.51812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168326 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15181206.000000 Penalty: 3914.252441
	Iteration 58Q: 3 clusters Score -1.518121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168328 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -15181217.000000 Penalty: 3914.252441
	Iteration 59Q: 3 clusters Score -1.518122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -15181219.000000 Penalty: 3914.252441
	Iteration 60F: 3 clusters Score -1.518122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -15181209.000000 Penalty: 3914.252441
	Iteration 61Q: 3 clusters Score -1.518121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -15181211.000000 Penalty: 3914.252441
	Iteration 62Q: 3 clusters Score -1.518121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -15181211.000000 Penalty: 3914.252441
	Iteration 63F: 3 clusters Score -1.518121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Entering Unmasked Estep 
Score: -963380.500000 Penalty: 1511.516846
	Iteration 0F: 2 clusters Score -963380.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -955636.125000 Penalty: 3023.033691
	Iteration 0F: 3 clusters Score -955636.1 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -958124.875000 Penalty: 3023.033691
	Iteration 1F: 3 clusters Score -958124.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -958357.625000 Penalty: 3023.033691
	Iteration 2F: 3 clusters Score -958357.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -958563.937500 Penalty: 3023.033691
	Iteration 3Q: 3 clusters Score -958563.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -958781.812500 Penalty: 3023.033691
	Iteration 4Q: 3 clusters Score -958781.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -959044.500000 Penalty: 3023.033691
	Iteration 5Q: 3 clusters Score -959044.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -959312.750000 Penalty: 3023.033691
	Iteration 6Q: 3 clusters Score -959312.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -959598.125000 Penalty: 3023.033691
	Iteration 7Q: 3 clusters Score -959598.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -959963.375000 Penalty: 3023.033691
	Iteration 8F: 3 clusters Score -959963.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -960329.687500 Penalty: 3023.033691
	Iteration 9F: 3 clusters Score -960329.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -960655.062500 Penalty: 3023.033691
	Iteration 10Q: 3 clusters Score -960655.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -960945.000000 Penalty: 3023.033691
	Iteration 11Q: 3 clusters Score -960945 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -961196.000000 Penalty: 3023.033691
	Iteration 12Q: 3 clusters Score -961196 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -961412.937500 Penalty: 3023.033691
	Iteration 13Q: 3 clusters Score -961412.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -961584.312500 Penalty: 3023.033691
	Iteration 14Q: 3 clusters Score -961584.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -961723.937500 Penalty: 3023.033691
	Iteration 15Q: 3 clusters Score -961723.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -961811.937500 Penalty: 3023.033691
	Iteration 16Q: 3 clusters Score -961811.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -961866.875000 Penalty: 3023.033691
	Iteration 17Q: 3 clusters Score -961866.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -961904.750000 Penalty: 3023.033691
	Iteration 18Q: 3 clusters Score -961904.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -961927.812500 Penalty: 3023.033691
	Iteration 19Q: 3 clusters Score -961927.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -961943.937500 Penalty: 3023.033691
	Iteration 20F: 3 clusters Score -961943.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -961955.937500 Penalty: 3023.033691
	Iteration 21Q: 3 clusters Score -961955.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -961961.437500 Penalty: 3023.033691
	Iteration 22Q: 3 clusters Score -961961.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -961966.375000 Penalty: 3023.033691
	Iteration 23Q: 3 clusters Score -961966.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -961975.062500 Penalty: 3023.033691
	Iteration 24Q: 3 clusters Score -961975.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -961978.500000 Penalty: 3023.033691
	Iteration 25Q: 3 clusters Score -961978.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -961987.062500 Penalty: 3023.033691
	Iteration 26Q: 3 clusters Score -961987.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -961991.812500 Penalty: 3023.033691
	Iteration 27Q: 3 clusters Score -961991.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -961999.500000 Penalty: 3023.033691
	Iteration 28Q: 3 clusters Score -961999.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -962004.437500 Penalty: 3023.033691
	Iteration 29Q: 3 clusters Score -962004.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -962009.562500 Penalty: 3023.033691
	Iteration 30Q: 3 clusters Score -962009.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -962009.687500 Penalty: 3023.033691
	Iteration 31Q: 3 clusters Score -962009.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -962012.687500 Penalty: 3023.033691
	Iteration 32Q: 3 clusters Score -962012.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -962013.312500 Penalty: 3023.033691
	Iteration 33Q: 3 clusters Score -962013.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -962015.437500 Penalty: 3023.033691
	Iteration 34Q: 3 clusters Score -962015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -962016.500000 Penalty: 3023.033691
	Iteration 35Q: 3 clusters Score -962016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -962016.062500 Penalty: 3023.033691
	Iteration 36Q: 3 clusters Score -962016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -962017.812500 Penalty: 3023.033691
	Iteration 37Q: 3 clusters Score -962017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -962017.875000 Penalty: 3023.033691
	Iteration 38Q: 3 clusters Score -962017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -962017.375000 Penalty: 3023.033691
	Iteration 39Q: 3 clusters Score -962017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -962017.375000 Penalty: 3023.033691
	Iteration 40F: 3 clusters Score -962017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -336802.968750 Penalty: 1349.480469
	Iteration 0F: 2 clusters Score -336803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -333478.750000 Penalty: 2698.960938
	Iteration 0F: 3 clusters Score -333478.8 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -334437.500000 Penalty: 2698.960938
	Iteration 1F: 3 clusters Score -334437.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -334870.218750 Penalty: 2698.960938
	Iteration 2F: 3 clusters Score -334870.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -335316.156250 Penalty: 2698.960938
	Iteration 3F: 3 clusters Score -335316.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -335631.093750 Penalty: 2698.960938
	Iteration 4F: 3 clusters Score -335631.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -335872.375000 Penalty: 2698.960938
	Iteration 5F: 3 clusters Score -335872.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -336034.218750 Penalty: 2698.960938
	Iteration 6Q: 3 clusters Score -336034.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -336114.125000 Penalty: 2698.960938
	Iteration 7Q: 3 clusters Score -336114.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -336161.468750 Penalty: 2698.960938
	Iteration 8Q: 3 clusters Score -336161.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -336191.218750 Penalty: 2698.960938
	Iteration 9Q: 3 clusters Score -336191.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -336212.468750 Penalty: 2698.960938
	Iteration 10Q: 3 clusters Score -336212.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -336225.718750 Penalty: 2698.960938
	Iteration 11Q: 3 clusters Score -336225.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -336234.875000 Penalty: 2698.960938
	Iteration 12Q: 3 clusters Score -336234.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -336238.968750 Penalty: 2698.960938
	Iteration 13Q: 3 clusters Score -336239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -336242.312500 Penalty: 2698.960938
	Iteration 14Q: 3 clusters Score -336242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -336244.843750 Penalty: 2698.960938
	Iteration 15Q: 3 clusters Score -336244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -336246.906250 Penalty: 2698.960938
	Iteration 16Q: 3 clusters Score -336246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -336247.531250 Penalty: 2698.960938
	Iteration 17Q: 3 clusters Score -336247.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -336250.468750 Penalty: 2698.960938
	Iteration 18Q: 3 clusters Score -336250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -336252.500000 Penalty: 2698.960938
	Iteration 19Q: 3 clusters Score -336252.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -336253.531250 Penalty: 2698.960938
	Iteration 20F: 3 clusters Score -336253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -336254.562500 Penalty: 2698.960938
	Iteration 21Q: 3 clusters Score -336254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -336255.281250 Penalty: 2698.960938
	Iteration 22Q: 3 clusters Score -336255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -336256.156250 Penalty: 2698.960938
	Iteration 23Q: 3 clusters Score -336256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -336256.343750 Penalty: 2698.960938
	Iteration 24Q: 3 clusters Score -336256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -336256.343750 Penalty: 2698.960938
	Iteration 25F: 3 clusters Score -336256.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Entering Unmasked Estep 
Score: -1354146.750000 Penalty: 1562.968750
	Iteration 0F: 2 clusters Score -1354147 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 7540 members 
Entering Unmasked Estep 
Score: -1343814.500000 Penalty: 3125.937500
	Iteration 0F: 3 clusters Score -1343814 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1347413.375000 Penalty: 3125.937500
	Iteration 1F: 3 clusters Score -1347413 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1347746.625000 Penalty: 3125.937500
	Iteration 2F: 3 clusters Score -1347747 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1348061.750000 Penalty: 3125.937500
	Iteration 3Q: 3 clusters Score -1348062 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1348388.625000 Penalty: 3125.937500
	Iteration 4Q: 3 clusters Score -1348389 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1348783.750000 Penalty: 3125.937500
	Iteration 5Q: 3 clusters Score -1348784 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1349254.125000 Penalty: 3125.937500
	Iteration 6F: 3 clusters Score -1349254 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1349862.375000 Penalty: 3125.937500
	Iteration 7F: 3 clusters Score -1349862 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1350558.625000 Penalty: 3125.937500
	Iteration 8F: 3 clusters Score -1350559 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1351253.125000 Penalty: 3125.937500
	Iteration 9F: 3 clusters Score -1351253 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1351831.500000 Penalty: 3125.937500
	Iteration 10Q: 3 clusters Score -1351832 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1352240.500000 Penalty: 3125.937500
	Iteration 11Q: 3 clusters Score -1352240 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1352515.000000 Penalty: 3125.937500
	Iteration 12Q: 3 clusters Score -1352515 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1352689.125000 Penalty: 3125.937500
	Iteration 13Q: 3 clusters Score -1352689 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1352812.375000 Penalty: 3125.937500
	Iteration 14Q: 3 clusters Score -1352812 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1352896.250000 Penalty: 3125.937500
	Iteration 15Q: 3 clusters Score -1352896 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1352952.875000 Penalty: 3125.937500
	Iteration 16Q: 3 clusters Score -1352953 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1352983.000000 Penalty: 3125.937500
	Iteration 17Q: 3 clusters Score -1352983 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1353024.625000 Penalty: 3125.937500
	Iteration 18Q: 3 clusters Score -1353025 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1353048.375000 Penalty: 3125.937500
	Iteration 19Q: 3 clusters Score -1353048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1353066.375000 Penalty: 3125.937500
	Iteration 20F: 3 clusters Score -1353066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1353083.750000 Penalty: 3125.937500
	Iteration 21Q: 3 clusters Score -1353084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1353099.875000 Penalty: 3125.937500
	Iteration 22Q: 3 clusters Score -1353100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1353112.750000 Penalty: 3125.937500
	Iteration 23Q: 3 clusters Score -1353113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1353117.250000 Penalty: 3125.937500
	Iteration 24Q: 3 clusters Score -1353117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1353125.750000 Penalty: 3125.937500
	Iteration 25Q: 3 clusters Score -1353126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1353122.750000 Penalty: 3125.937500
	Iteration 26Q: 3 clusters Score -1353123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1353125.500000 Penalty: 3125.937500
	Iteration 27Q: 3 clusters Score -1353126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1353129.250000 Penalty: 3125.937500
	Iteration 28Q: 3 clusters Score -1353129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1353137.125000 Penalty: 3125.937500
	Iteration 29Q: 3 clusters Score -1353137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1353133.625000 Penalty: 3125.937500
	Iteration 30Q: 3 clusters Score -1353134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1353134.875000 Penalty: 3125.937500
	Iteration 31Q: 3 clusters Score -1353135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1353137.875000 Penalty: 3125.937500
	Iteration 32Q: 3 clusters Score -1353138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1353136.750000 Penalty: 3125.937500
	Iteration 33Q: 3 clusters Score -1353137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1353138.625000 Penalty: 3125.937500
	Iteration 34Q: 3 clusters Score -1353139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1353138.625000 Penalty: 3125.937500
	Iteration 35Q: 3 clusters Score -1353139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1353141.750000 Penalty: 3125.937500
	Iteration 36Q: 3 clusters Score -1353142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1353142.750000 Penalty: 3125.937500
	Iteration 37Q: 3 clusters Score -1353143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1353141.875000 Penalty: 3125.937500
	Iteration 38Q: 3 clusters Score -1353142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1353148.375000 Penalty: 3125.937500
	Iteration 39Q: 3 clusters Score -1353148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1353149.000000 Penalty: 3125.937500
	Iteration 40F: 3 clusters Score -1353149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1353149.125000 Penalty: 3125.937500
	Iteration 41Q: 3 clusters Score -1353149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1353151.625000 Penalty: 3125.937500
	Iteration 42Q: 3 clusters Score -1353152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1353151.250000 Penalty: 3125.937500
	Iteration 43Q: 3 clusters Score -1353151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1353148.000000 Penalty: 3125.937500
	Iteration 44Q: 3 clusters Score -1353148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1353152.125000 Penalty: 3125.937500
	Iteration 45Q: 3 clusters Score -1353152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1353155.000000 Penalty: 3125.937500
	Iteration 46Q: 3 clusters Score -1353155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1353156.250000 Penalty: 3125.937500
	Iteration 47Q: 3 clusters Score -1353156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1353154.125000 Penalty: 3125.937500
	Iteration 48Q: 3 clusters Score -1353154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1353153.000000 Penalty: 3125.937500
	Iteration 49Q: 3 clusters Score -1353153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1353156.500000 Penalty: 3125.937500
	Iteration 50Q: 3 clusters Score -1353156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1353156.125000 Penalty: 3125.937500
	Iteration 51Q: 3 clusters Score -1353156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1353155.375000 Penalty: 3125.937500
	Iteration 52Q: 3 clusters Score -1353155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1353155.375000 Penalty: 3125.937500
	Iteration 53F: 3 clusters Score -1353155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -528379.000000 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -528379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -523774.812500 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -523774.8 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -525150.625000 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -525150.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -525454.500000 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -525454.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -525685.625000 Penalty: 2827.937500
	Iteration 3F: 3 clusters Score -525685.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -525909.437500 Penalty: 2827.937500
	Iteration 4F: 3 clusters Score -525909.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -526137.000000 Penalty: 2827.937500
	Iteration 5Q: 3 clusters Score -526137 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -526352.937500 Penalty: 2827.937500
	Iteration 6Q: 3 clusters Score -526352.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -526566.750000 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -526566.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -526776.875000 Penalty: 2827.937500
	Iteration 8Q: 3 clusters Score -526776.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -526947.312500 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -526947.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -527054.687500 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -527054.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -527110.500000 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -527110.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -527166.750000 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -527166.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -527211.000000 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -527211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -527241.562500 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -527241.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -527272.750000 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -527272.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -527297.937500 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -527297.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -527326.062500 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -527326.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -527359.437500 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -527359.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -527397.500000 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -527397.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -527438.437500 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -527438.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -527483.875000 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -527483.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -527524.750000 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -527524.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -527564.000000 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -527564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -527596.187500 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -527596.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -527622.812500 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -527622.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -527649.375000 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -527649.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -527671.437500 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -527671.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -527691.000000 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -527691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -527708.187500 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -527708.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -527733.312500 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -527733.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -527750.312500 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -527750.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -527758.437500 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -527758.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -527770.250000 Penalty: 2827.937500
	Iteration 33Q: 3 clusters Score -527770.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -527785.250000 Penalty: 2827.937500
	Iteration 34Q: 3 clusters Score -527785.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -527798.000000 Penalty: 2827.937500
	Iteration 35Q: 3 clusters Score -527798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -527807.125000 Penalty: 2827.937500
	Iteration 36Q: 3 clusters Score -527807.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -527818.125000 Penalty: 2827.937500
	Iteration 37Q: 3 clusters Score -527818.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -527825.250000 Penalty: 2827.937500
	Iteration 38Q: 3 clusters Score -527825.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -527832.437500 Penalty: 2827.937500
	Iteration 39Q: 3 clusters Score -527832.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -527838.625000 Penalty: 2827.937500
	Iteration 40F: 3 clusters Score -527838.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -527846.187500 Penalty: 2827.937500
	Iteration 41Q: 3 clusters Score -527846.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -527850.187500 Penalty: 2827.937500
	Iteration 42Q: 3 clusters Score -527850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -527856.000000 Penalty: 2827.937500
	Iteration 43Q: 3 clusters Score -527856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -527862.062500 Penalty: 2827.937500
	Iteration 44Q: 3 clusters Score -527862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -527872.062500 Penalty: 2827.937500
	Iteration 45Q: 3 clusters Score -527872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -527880.687500 Penalty: 2827.937500
	Iteration 46Q: 3 clusters Score -527880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -527887.312500 Penalty: 2827.937500
	Iteration 47Q: 3 clusters Score -527887.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -527895.437500 Penalty: 2827.937500
	Iteration 48Q: 3 clusters Score -527895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -527905.000000 Penalty: 2827.937500
	Iteration 49Q: 3 clusters Score -527905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -527910.250000 Penalty: 2827.937500
	Iteration 50Q: 3 clusters Score -527910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -527914.250000 Penalty: 2827.937500
	Iteration 51Q: 3 clusters Score -527914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -527914.750000 Penalty: 2827.937500
	Iteration 52Q: 3 clusters Score -527914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -527915.000000 Penalty: 2827.937500
	Iteration 53Q: 3 clusters Score -527915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -527915.000000 Penalty: 2827.937500
	Iteration 54F: 3 clusters Score -527915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -65837.929688 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -65837.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -64531.996094 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -64532 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64740.617188 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -64740.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64800.488281 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -64800.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -64841.656250 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -64841.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -64858.710938 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -64858.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64873.644531 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -64873.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64891.531250 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -64891.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -64910.753906 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -64910.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64927.445312 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -64927.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -64938.945312 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -64938.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -64948.730469 Penalty: 2165.932861
	Iteration 10Q: 3 clusters Score -64948.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64952.558594 Penalty: 2165.932861
	Iteration 11Q: 3 clusters Score -64952.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64960.265625 Penalty: 2165.932861
	Iteration 12Q: 3 clusters Score -64960.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64970.039062 Penalty: 2165.932861
	Iteration 13Q: 3 clusters Score -64970.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64972.546875 Penalty: 2165.932861
	Iteration 14Q: 3 clusters Score -64972.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -64975.660156 Penalty: 2165.932861
	Iteration 15Q: 3 clusters Score -64975.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64982.503906 Penalty: 2165.932861
	Iteration 16Q: 3 clusters Score -64982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -64983.710938 Penalty: 2165.932861
	Iteration 17Q: 3 clusters Score -64983.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -64988.214844 Penalty: 2165.932861
	Iteration 18Q: 3 clusters Score -64988.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64991.253906 Penalty: 2165.932861
	Iteration 19Q: 3 clusters Score -64991.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64992.414062 Penalty: 2165.932861
	Iteration 20F: 3 clusters Score -64992.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64996.480469 Penalty: 2165.932861
	Iteration 21Q: 3 clusters Score -64996.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65003.156250 Penalty: 2165.932861
	Iteration 22Q: 3 clusters Score -65003.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65010.273438 Penalty: 2165.932861
	Iteration 23Q: 3 clusters Score -65010.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65016.746094 Penalty: 2165.932861
	Iteration 24Q: 3 clusters Score -65016.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65020.050781 Penalty: 2165.932861
	Iteration 25Q: 3 clusters Score -65020.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65021.187500 Penalty: 2165.932861
	Iteration 26Q: 3 clusters Score -65021.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65023.074219 Penalty: 2165.932861
	Iteration 27Q: 3 clusters Score -65023.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65025.546875 Penalty: 2165.932861
	Iteration 28Q: 3 clusters Score -65025.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65029.824219 Penalty: 2165.932861
	Iteration 29Q: 3 clusters Score -65029.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65030.613281 Penalty: 2165.932861
	Iteration 30Q: 3 clusters Score -65030.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65032.988281 Penalty: 2165.932861
	Iteration 31Q: 3 clusters Score -65032.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65038.628906 Penalty: 2165.932861
	Iteration 32Q: 3 clusters Score -65038.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -65051.210938 Penalty: 2165.932861
	Iteration 33Q: 3 clusters Score -65051.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65061.679688 Penalty: 2165.932861
	Iteration 34Q: 3 clusters Score -65061.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65075.332031 Penalty: 2165.932861
	Iteration 35Q: 3 clusters Score -65075.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65090.238281 Penalty: 2165.932861
	Iteration 36Q: 3 clusters Score -65090.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65097.632812 Penalty: 2165.932861
	Iteration 37Q: 3 clusters Score -65097.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65107.722656 Penalty: 2165.932861
	Iteration 38Q: 3 clusters Score -65107.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -65112.656250 Penalty: 2165.932861
	Iteration 39Q: 3 clusters Score -65112.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65119.734375 Penalty: 2165.932861
	Iteration 40F: 3 clusters Score -65119.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65127.890625 Penalty: 2165.932861
	Iteration 41Q: 3 clusters Score -65127.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65139.777344 Penalty: 2165.932861
	Iteration 42Q: 3 clusters Score -65139.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65150.281250 Penalty: 2165.932861
	Iteration 43Q: 3 clusters Score -65150.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65162.816406 Penalty: 2165.932861
	Iteration 44Q: 3 clusters Score -65162.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65175.390625 Penalty: 2165.932861
	Iteration 45Q: 3 clusters Score -65175.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65180.105469 Penalty: 2165.932861
	Iteration 46Q: 3 clusters Score -65180.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65186.628906 Penalty: 2165.932861
	Iteration 47Q: 3 clusters Score -65186.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -65200.863281 Penalty: 2165.932861
	Iteration 48Q: 3 clusters Score -65200.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -65214.574219 Penalty: 2165.932861
	Iteration 49Q: 3 clusters Score -65214.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65232.300781 Penalty: 2165.932861
	Iteration 50Q: 3 clusters Score -65232.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65251.113281 Penalty: 2165.932861
	Iteration 51Q: 3 clusters Score -65251.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65271.031250 Penalty: 2165.932861
	Iteration 52Q: 3 clusters Score -65271.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65286.714844 Penalty: 2165.932861
	Iteration 53Q: 3 clusters Score -65286.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65306.179688 Penalty: 2165.932861
	Iteration 54Q: 3 clusters Score -65306.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -65342.632812 Penalty: 2165.932861
	Iteration 55Q: 3 clusters Score -65342.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65374.617188 Penalty: 2165.932861
	Iteration 56Q: 3 clusters Score -65374.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65422.367188 Penalty: 2165.932861
	Iteration 57Q: 3 clusters Score -65422.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65527.437500 Penalty: 2165.932861
	Iteration 58Q: 3 clusters Score -65527.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65676.140625 Penalty: 2165.932861
	Iteration 59Q: 3 clusters Score -65676.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65759.648438 Penalty: 2165.932861
	Iteration 60F: 3 clusters Score -65759.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65789.585938 Penalty: 2165.932861
	Iteration 61Q: 3 clusters Score -65789.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65802.640625 Penalty: 2165.932861
	Iteration 62Q: 3 clusters Score -65802.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65809.664062 Penalty: 2165.932861
	Iteration 63Q: 3 clusters Score -65809.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65812.164062 Penalty: 2165.932861
	Iteration 64Q: 3 clusters Score -65812.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65816.703125 Penalty: 2165.932861
	Iteration 65Q: 3 clusters Score -65816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -65818.507812 Penalty: 2165.932861
	Iteration 66Q: 3 clusters Score -65818.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65820.335938 Penalty: 2165.932861
	Iteration 67Q: 3 clusters Score -65820.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65826.218750 Penalty: 2165.932861
	Iteration 68Q: 3 clusters Score -65826.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65829.656250 Penalty: 2165.932861
	Iteration 69Q: 3 clusters Score -65829.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -65834.625000 Penalty: 2165.932861
	Iteration 70Q: 3 clusters Score -65834.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65839.289062 Penalty: 2165.932861
	Iteration 71Q: 3 clusters Score -65839.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65842.250000 Penalty: 2165.932861
	Iteration 72Q: 3 clusters Score -65842.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65843.664062 Penalty: 2165.932861
	Iteration 73Q: 3 clusters Score -65843.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65849.437500 Penalty: 2165.932861
	Iteration 74Q: 3 clusters Score -65849.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65865.109375 Penalty: 2165.932861
	Iteration 75Q: 3 clusters Score -65865.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -65869.421875 Penalty: 2165.932861
	Iteration 76Q: 3 clusters Score -65869.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65875.648438 Penalty: 2165.932861
	Iteration 77Q: 3 clusters Score -65875.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65875.781250 Penalty: 2165.932861
	Iteration 78F: 3 clusters Score -65875.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65876.851562 Penalty: 2165.932861
	Iteration 79Q: 3 clusters Score -65876.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65876.851562 Penalty: 2165.932861
	Iteration 80F: 3 clusters Score -65876.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 185586 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 49120 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 21886 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 170051 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 416 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 41445 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1080 members 
Mstep: Class 24 contains 368 members 
Entering Unmasked Estep 
Score: -51563156.000000 Penalty: 51736.554688
Splitting cluster 18 changes total score from -51564128.000000 to -51563156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -169879.781250 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -169879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -167846.984375 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -167847 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -168270.671875 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -168270.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -168369.859375 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -168369.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -168438.921875 Penalty: 2456.517822
	Iteration 3Q: 3 clusters Score -168438.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -168495.828125 Penalty: 2456.517822
	Iteration 4Q: 3 clusters Score -168495.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -168540.765625 Penalty: 2456.517822
	Iteration 5Q: 3 clusters Score -168540.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -168580.484375 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -168580.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -168612.375000 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -168612.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -168635.578125 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -168635.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -168659.125000 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -168659.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -168680.046875 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -168680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -168705.906250 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -168705.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -168729.156250 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -168729.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -168750.437500 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -168750.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -168768.171875 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -168768.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -168783.031250 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -168783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -168792.140625 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -168792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -168797.375000 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -168797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -168801.062500 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -168801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -168802.968750 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -168803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -168804.656250 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -168804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -168807.390625 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -168807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -168809.640625 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -168809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -168811.484375 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -168811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -168811.921875 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -168811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -168812.406250 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -168812.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -168812.406250 Penalty: 2456.517822
	Iteration 26F: 3 clusters Score -168812.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -97731.406250 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -97731.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -96148.015625 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -96148.02 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96446.601562 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -96446.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -96577.093750 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -96577.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -96667.250000 Penalty: 2299.363037
	Iteration 3F: 3 clusters Score -96667.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -96728.453125 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -96728.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96773.554688 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -96773.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96816.054688 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -96816.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -96854.187500 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -96854.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -96870.593750 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -96870.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -96878.742188 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -96878.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -96880.484375 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -96880.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -96882.476562 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -96882.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -96883.015625 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -96883.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -96883.179688 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -96883.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -96883.179688 Penalty: 2299.363037
	Iteration 14F: 3 clusters Score -96883.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Entering Unmasked Estep 
Score: -3758966.250000 Penalty: 1727.719971
	Iteration 0F: 2 clusters Score -3758966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3731197.750000 Penalty: 3455.439941
	Iteration 0F: 3 clusters Score -3731198 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3741936.250000 Penalty: 3455.439941
	Iteration 1F: 3 clusters Score -3741936 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3742311.000000 Penalty: 3455.439941
	Iteration 2Q: 3 clusters Score -3742311 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3742701.750000 Penalty: 3455.439941
	Iteration 3Q: 3 clusters Score -3742702 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3743126.750000 Penalty: 3455.439941
	Iteration 4Q: 3 clusters Score -3743127 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3743677.250000 Penalty: 3455.439941
	Iteration 5Q: 3 clusters Score -3743677 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3744479.250000 Penalty: 3455.439941
	Iteration 6Q: 3 clusters Score -3744479 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3745644.750000 Penalty: 3455.439941
	Iteration 7Q: 3 clusters Score -3745645 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3747414.750000 Penalty: 3455.439941
	Iteration 8F: 3 clusters Score -3747415 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3749368.750000 Penalty: 3455.439941
	Iteration 9F: 3 clusters Score -3749369 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -3751008.500000 Penalty: 3455.439941
	Iteration 10F: 3 clusters Score -3751008 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -3752069.250000 Penalty: 3455.439941
	Iteration 11Q: 3 clusters Score -3752069 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -3752698.500000 Penalty: 3455.439941
	Iteration 12Q: 3 clusters Score -3752698 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -3753237.250000 Penalty: 3455.439941
	Iteration 13Q: 3 clusters Score -3753237 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -3753804.500000 Penalty: 3455.439941
	Iteration 14Q: 3 clusters Score -3753804 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -3754446.000000 Penalty: 3455.439941
	Iteration 15Q: 3 clusters Score -3754446 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -3755042.250000 Penalty: 3455.439941
	Iteration 16Q: 3 clusters Score -3755042 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -3755572.000000 Penalty: 3455.439941
	Iteration 17Q: 3 clusters Score -3755572 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -3756036.500000 Penalty: 3455.439941
	Iteration 18Q: 3 clusters Score -3756036 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -3756386.750000 Penalty: 3455.439941
	Iteration 19Q: 3 clusters Score -3756387 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -3756680.500000 Penalty: 3455.439941
	Iteration 20F: 3 clusters Score -3756680 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -3756936.750000 Penalty: 3455.439941
	Iteration 21Q: 3 clusters Score -3756937 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -3757134.250000 Penalty: 3455.439941
	Iteration 22Q: 3 clusters Score -3757134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -3757221.250000 Penalty: 3455.439941
	Iteration 23Q: 3 clusters Score -3757221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -3757311.750000 Penalty: 3455.439941
	Iteration 24Q: 3 clusters Score -3757312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -3757388.750000 Penalty: 3455.439941
	Iteration 25Q: 3 clusters Score -3757389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -3757431.250000 Penalty: 3455.439941
	Iteration 26Q: 3 clusters Score -3757431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -3757454.000000 Penalty: 3455.439941
	Iteration 27Q: 3 clusters Score -3757454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -3757474.750000 Penalty: 3455.439941
	Iteration 28Q: 3 clusters Score -3757475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -3757477.000000 Penalty: 3455.439941
	Iteration 29Q: 3 clusters Score -3757477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -3757480.500000 Penalty: 3455.439941
	Iteration 30Q: 3 clusters Score -3757480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -3757485.750000 Penalty: 3455.439941
	Iteration 31Q: 3 clusters Score -3757486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -3757493.250000 Penalty: 3455.439941
	Iteration 32Q: 3 clusters Score -3757493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -3757499.000000 Penalty: 3455.439941
	Iteration 33Q: 3 clusters Score -3757499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -3757502.000000 Penalty: 3455.439941
	Iteration 34Q: 3 clusters Score -3757502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -3757502.250000 Penalty: 3455.439941
	Iteration 35Q: 3 clusters Score -3757502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -3757508.750000 Penalty: 3455.439941
	Iteration 36Q: 3 clusters Score -3757509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -3757510.000000 Penalty: 3455.439941
	Iteration 37Q: 3 clusters Score -3757510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -3757513.250000 Penalty: 3455.439941
	Iteration 38Q: 3 clusters Score -3757513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -3757519.000000 Penalty: 3455.439941
	Iteration 39Q: 3 clusters Score -3757519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -3757532.500000 Penalty: 3455.439941
	Iteration 40F: 3 clusters Score -3757532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -3757536.500000 Penalty: 3455.439941
	Iteration 41Q: 3 clusters Score -3757536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -3757542.500000 Penalty: 3455.439941
	Iteration 42Q: 3 clusters Score -3757542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -3757539.750000 Penalty: 3455.439941
	Iteration 43Q: 3 clusters Score -3757540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -3757542.000000 Penalty: 3455.439941
	Iteration 44Q: 3 clusters Score -3757542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -3757542.000000 Penalty: 3455.439941
	Iteration 45F: 3 clusters Score -3757542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -156139.812500 Penalty: 1222.126099
	Iteration 0F: 2 clusters Score -156139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -154140.171875 Penalty: 2444.252197
	Iteration 0F: 3 clusters Score -154140.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -154566.906250 Penalty: 2444.252197
	Iteration 1F: 3 clusters Score -154566.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -154683.734375 Penalty: 2444.252197
	Iteration 2F: 3 clusters Score -154683.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -154778.828125 Penalty: 2444.252197
	Iteration 3F: 3 clusters Score -154778.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -154849.406250 Penalty: 2444.252197
	Iteration 4Q: 3 clusters Score -154849.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -154904.125000 Penalty: 2444.252197
	Iteration 5Q: 3 clusters Score -154904.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -154960.953125 Penalty: 2444.252197
	Iteration 6Q: 3 clusters Score -154961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -155000.906250 Penalty: 2444.252197
	Iteration 7Q: 3 clusters Score -155000.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155025.375000 Penalty: 2444.252197
	Iteration 8Q: 3 clusters Score -155025.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155044.734375 Penalty: 2444.252197
	Iteration 9Q: 3 clusters Score -155044.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155059.984375 Penalty: 2444.252197
	Iteration 10Q: 3 clusters Score -155060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155081.046875 Penalty: 2444.252197
	Iteration 11Q: 3 clusters Score -155081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -155113.828125 Penalty: 2444.252197
	Iteration 12Q: 3 clusters Score -155113.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -155144.125000 Penalty: 2444.252197
	Iteration 13Q: 3 clusters Score -155144.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -155164.093750 Penalty: 2444.252197
	Iteration 14Q: 3 clusters Score -155164.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -155174.000000 Penalty: 2444.252197
	Iteration 15Q: 3 clusters Score -155174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -155181.921875 Penalty: 2444.252197
	Iteration 16Q: 3 clusters Score -155181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -155188.500000 Penalty: 2444.252197
	Iteration 17Q: 3 clusters Score -155188.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -155193.859375 Penalty: 2444.252197
	Iteration 18Q: 3 clusters Score -155193.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -155200.328125 Penalty: 2444.252197
	Iteration 19Q: 3 clusters Score -155200.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -155205.296875 Penalty: 2444.252197
	Iteration 20F: 3 clusters Score -155205.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -155210.500000 Penalty: 2444.252197
	Iteration 21Q: 3 clusters Score -155210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -155212.750000 Penalty: 2444.252197
	Iteration 22Q: 3 clusters Score -155212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -155216.953125 Penalty: 2444.252197
	Iteration 23Q: 3 clusters Score -155217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -155221.437500 Penalty: 2444.252197
	Iteration 24Q: 3 clusters Score -155221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -155226.187500 Penalty: 2444.252197
	Iteration 25Q: 3 clusters Score -155226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -155232.046875 Penalty: 2444.252197
	Iteration 26Q: 3 clusters Score -155232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -155237.796875 Penalty: 2444.252197
	Iteration 27Q: 3 clusters Score -155237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -155239.546875 Penalty: 2444.252197
	Iteration 28Q: 3 clusters Score -155239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -155241.312500 Penalty: 2444.252197
	Iteration 29Q: 3 clusters Score -155241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -155242.828125 Penalty: 2444.252197
	Iteration 30Q: 3 clusters Score -155242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -155244.234375 Penalty: 2444.252197
	Iteration 31Q: 3 clusters Score -155244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -155244.625000 Penalty: 2444.252197
	Iteration 32Q: 3 clusters Score -155244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -155244.625000 Penalty: 2444.252197
	Iteration 33F: 3 clusters Score -155244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -78650.031250 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -78650.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77243.523438 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -77243.52 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -77723.484375 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -77723.48 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -77964.265625 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -77964.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -78137.187500 Penalty: 2270.032715
	Iteration 3F: 3 clusters Score -78137.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -78234.882812 Penalty: 2270.032715
	Iteration 4Q: 3 clusters Score -78234.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -78283.273438 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -78283.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -78310.421875 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -78310.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -78344.632812 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -78344.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -78366.914062 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -78366.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78387.734375 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -78387.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78401.781250 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -78401.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78407.914062 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -78407.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -78413.296875 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -78413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -78419.250000 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -78419.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78428.468750 Penalty: 2270.032715
	Iteration 14Q: 3 clusters Score -78428.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -78441.210938 Penalty: 2270.032715
	Iteration 15Q: 3 clusters Score -78441.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -78449.835938 Penalty: 2270.032715
	Iteration 16Q: 3 clusters Score -78449.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -78455.468750 Penalty: 2270.032715
	Iteration 17Q: 3 clusters Score -78455.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -78459.679688 Penalty: 2270.032715
	Iteration 18Q: 3 clusters Score -78459.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -78464.664062 Penalty: 2270.032715
	Iteration 19Q: 3 clusters Score -78464.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -78470.304688 Penalty: 2270.032715
	Iteration 20F: 3 clusters Score -78470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -78473.359375 Penalty: 2270.032715
	Iteration 21Q: 3 clusters Score -78473.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -78475.015625 Penalty: 2270.032715
	Iteration 22Q: 3 clusters Score -78475.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -78478.406250 Penalty: 2270.032715
	Iteration 23Q: 3 clusters Score -78478.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -78478.406250 Penalty: 2270.032715
	Iteration 24F: 3 clusters Score -78478.41 nChanged 0
--- Evaluating fit on full set of 1731321 points ---
Entering Unmasked Estep 
Score: -154841584.000000 Penalty: 53686.925781
22->24 Clusters: Score -154841584.000000, best is -154944432.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 577107 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 25983 members 
Mstep: Class 3 contains 26329 members 
Mstep: Class 4 contains 26401 members 
Mstep: Class 5 contains 26194 members 
Mstep: Class 6 contains 26279 members 
Mstep: Class 7 contains 26163 members 
Mstep: Class 8 contains 26101 members 
Mstep: Class 9 contains 26071 members 
Mstep: Class 10 contains 26204 members 
Mstep: Class 11 contains 26344 members 
Mstep: Class 12 contains 26086 members 
Mstep: Class 13 contains 26187 members 
Mstep: Class 14 contains 26347 members 
Mstep: Class 15 contains 26016 members 
Mstep: Class 16 contains 26132 members 
Mstep: Class 17 contains 26109 members 
Mstep: Class 18 contains 26323 members 
Mstep: Class 19 contains 26347 members 
Mstep: Class 20 contains 26613 members 
Mstep: Class 21 contains 26229 members 
Mstep: Class 22 contains 26400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 500.592773 but Gain 2155.691406
Score: -48551208.000000 Penalty: 45269.484375
Iteration 0F: 22 clusters Score -4.855121e+07 nChanged 546952
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 2 contains 11862 members 
Mstep: Class 3 contains 38406 members 
Mstep: Class 4 contains 56933 members 
Mstep: Class 5 contains 10910 members 
Mstep: Class 6 contains 23936 members 
Mstep: Class 7 contains 16106 members 
Mstep: Class 8 contains 21876 members 
Mstep: Class 9 contains 34106 members 
Mstep: Class 10 contains 19921 members 
Mstep: Class 11 contains 68543 members 
Mstep: Class 12 contains 16437 members 
Mstep: Class 13 contains 27470 members 
Mstep: Class 14 contains 13661 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 20264 members 
Mstep: Class 17 contains 27078 members 
Mstep: Class 18 contains 17390 members 
Mstep: Class 19 contains 24031 members 
Mstep: Class 20 contains 53211 members 
Mstep: Class 21 contains 17557 members 
Mstep: Class 22 contains 41516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50298664.000000 Penalty: 45269.484375
Iteration 1F: 22 clusters Score -5.029866e+07 nChanged 237278
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 29512 members 
Mstep: Class 4 contains 52061 members 
Mstep: Class 5 contains 9753 members 
Mstep: Class 6 contains 23789 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 17770 members 
Mstep: Class 9 contains 27448 members 
Mstep: Class 10 contains 20397 members 
Mstep: Class 11 contains 134719 members 
Mstep: Class 12 contains 14726 members 
Mstep: Class 13 contains 25781 members 
Mstep: Class 14 contains 10572 members 
Mstep: Class 15 contains 8650 members 
Mstep: Class 16 contains 18653 members 
Mstep: Class 17 contains 37660 members 
Mstep: Class 18 contains 11292 members 
Mstep: Class 19 contains 16085 members 
Mstep: Class 20 contains 54349 members 
Mstep: Class 21 contains 10493 members 
Mstep: Class 22 contains 37942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50834408.000000 Penalty: 45269.484375
Iteration 2F: 22 clusters Score -5.083441e+07 nChanged 164245
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 19520 members 
Mstep: Class 4 contains 45792 members 
Mstep: Class 5 contains 9821 members 
Mstep: Class 6 contains 30183 members 
Mstep: Class 7 contains 4712 members 
Mstep: Class 8 contains 17894 members 
Mstep: Class 9 contains 26881 members 
Mstep: Class 10 contains 16023 members 
Mstep: Class 11 contains 176177 members 
Mstep: Class 12 contains 15871 members 
Mstep: Class 13 contains 18871 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 7218 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 59168 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 11816 members 
Mstep: Class 20 contains 42200 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 23660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2114.630615 but Gain 2155.687500
Score: -51097836.000000 Penalty: 43113.796875
Iteration 3F: 21 clusters Score -5.109784e+07 nChanged 116281
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 12965 members 
Mstep: Class 4 contains 39690 members 
Mstep: Class 5 contains 9648 members 
Mstep: Class 6 contains 34403 members 
Mstep: Class 8 contains 21667 members 
Mstep: Class 9 contains 29418 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 197843 members 
Mstep: Class 12 contains 14737 members 
Mstep: Class 13 contains 13308 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 6907 members 
Mstep: Class 16 contains 27660 members 
Mstep: Class 17 contains 83567 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 9759 members 
Mstep: Class 20 contains 30411 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 12210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51263728.000000 Penalty: 43113.796875
Iteration 4F: 21 clusters Score -5.126373e+07 nChanged 79228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 8208 members 
Mstep: Class 4 contains 34209 members 
Mstep: Class 5 contains 9692 members 
Mstep: Class 6 contains 36604 members 
Mstep: Class 8 contains 25247 members 
Mstep: Class 9 contains 29093 members 
Mstep: Class 10 contains 10985 members 
Mstep: Class 11 contains 206516 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 9360 members 
Mstep: Class 14 contains 6758 members 
Mstep: Class 15 contains 6986 members 
Mstep: Class 16 contains 25894 members 
Mstep: Class 17 contains 108901 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 24825 members 
Mstep: Class 21 contains 3457 members 
Mstep: Class 22 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51362104.000000 Penalty: 43113.796875
Iteration 5F: 21 clusters Score -5.13621e+07 nChanged 54336
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 29645 members 
Mstep: Class 5 contains 9758 members 
Mstep: Class 6 contains 38122 members 
Mstep: Class 8 contains 27091 members 
Mstep: Class 9 contains 27599 members 
Mstep: Class 10 contains 10016 members 
Mstep: Class 11 contains 208920 members 
Mstep: Class 12 contains 10415 members 
Mstep: Class 13 contains 7846 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 7176 members 
Mstep: Class 16 contains 22293 members 
Mstep: Class 17 contains 129366 members 
Mstep: Class 18 contains 1619 members 
Mstep: Class 19 contains 5699 members 
Mstep: Class 20 contains 23890 members 
Mstep: Class 21 contains 2691 members 
Mstep: Class 22 contains 2875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1799.888184 but Gain 2155.691406
Score: -51427120.000000 Penalty: 40958.105469
Iteration 6F: 20 clusters Score -5.142712e+07 nChanged 37987
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 25771 members 
Mstep: Class 5 contains 9663 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 8 contains 28019 members 
Mstep: Class 9 contains 26446 members 
Mstep: Class 10 contains 9072 members 
Mstep: Class 11 contains 208868 members 
Mstep: Class 12 contains 10154 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 4017 members 
Mstep: Class 15 contains 7351 members 
Mstep: Class 16 contains 18943 members 
Mstep: Class 17 contains 143285 members 
Mstep: Class 19 contains 4728 members 
Mstep: Class 20 contains 24063 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51462024.000000 Penalty: 40958.105469
Iteration 7F: 20 clusters Score -5.146202e+07 nChanged 25611
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 3279 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 21802 members 
Mstep: Class 5 contains 9540 members 
Mstep: Class 6 contains 39176 members 
Mstep: Class 8 contains 29114 members 
Mstep: Class 9 contains 25518 members 
Mstep: Class 10 contains 8191 members 
Mstep: Class 11 contains 208224 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 3691 members 
Mstep: Class 15 contains 7439 members 
Mstep: Class 16 contains 15981 members 
Mstep: Class 17 contains 151894 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 23741 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51481084.000000 Penalty: 40958.105469
Iteration 8Q: 20 clusters Score -5.148108e+07 nChanged 19118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 18189 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 39497 members 
Mstep: Class 8 contains 30523 members 
Mstep: Class 9 contains 24554 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 207273 members 
Mstep: Class 12 contains 11528 members 
Mstep: Class 13 contains 9967 members 
Mstep: Class 14 contains 3551 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 13536 members 
Mstep: Class 17 contains 157841 members 
Mstep: Class 19 contains 4342 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51494276.000000 Penalty: 40958.105469
Iteration 9Q: 20 clusters Score -5.149428e+07 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 39767 members 
Mstep: Class 8 contains 31983 members 
Mstep: Class 9 contains 23420 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 206324 members 
Mstep: Class 12 contains 12567 members 
Mstep: Class 13 contains 10675 members 
Mstep: Class 14 contains 3462 members 
Mstep: Class 15 contains 7501 members 
Mstep: Class 16 contains 11396 members 
Mstep: Class 17 contains 162265 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 22850 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51503784.000000 Penalty: 40958.105469
Iteration 10Q: 20 clusters Score -5.150378e+07 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 12695 members 
Mstep: Class 5 contains 9318 members 
Mstep: Class 6 contains 39958 members 
Mstep: Class 8 contains 33630 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 205443 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 11285 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 7559 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 165664 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 22538 members 
Mstep: Class 21 contains 2658 members 
Mstep: Class 22 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51510948.000000 Penalty: 40958.105469
Iteration 11Q: 20 clusters Score -5.151095e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 10798 members 
Mstep: Class 5 contains 9309 members 
Mstep: Class 6 contains 40106 members 
Mstep: Class 8 contains 35478 members 
Mstep: Class 9 contains 20320 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 204726 members 
Mstep: Class 12 contains 14652 members 
Mstep: Class 13 contains 11804 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 7579 members 
Mstep: Class 16 contains 8024 members 
Mstep: Class 17 contains 168168 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 22292 members 
Mstep: Class 21 contains 2758 members 
Mstep: Class 22 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51516864.000000 Penalty: 40958.105469
Iteration 12Q: 20 clusters Score -5.151686e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 3022 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 9351 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 40234 members 
Mstep: Class 8 contains 37578 members 
Mstep: Class 9 contains 18367 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 204170 members 
Mstep: Class 12 contains 15463 members 
Mstep: Class 13 contains 12277 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 15 contains 7594 members 
Mstep: Class 16 contains 6895 members 
Mstep: Class 17 contains 169999 members 
Mstep: Class 19 contains 5764 members 
Mstep: Class 20 contains 22067 members 
Mstep: Class 21 contains 2829 members 
Mstep: Class 22 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51521948.000000 Penalty: 40958.105469
Iteration 13Q: 20 clusters Score -5.152195e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 9300 members 
Mstep: Class 6 contains 40306 members 
Mstep: Class 8 contains 39787 members 
Mstep: Class 9 contains 16301 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 203713 members 
Mstep: Class 12 contains 16095 members 
Mstep: Class 13 contains 12653 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 7598 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 17 contains 171261 members 
Mstep: Class 19 contains 5924 members 
Mstep: Class 20 contains 21859 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51525844.000000 Penalty: 40958.105469
Iteration 14Q: 20 clusters Score -5.152584e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 7456 members 
Mstep: Class 5 contains 9295 members 
Mstep: Class 6 contains 40372 members 
Mstep: Class 8 contains 41929 members 
Mstep: Class 9 contains 14281 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 203362 members 
Mstep: Class 12 contains 16476 members 
Mstep: Class 13 contains 12947 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 172065 members 
Mstep: Class 19 contains 6001 members 
Mstep: Class 20 contains 21723 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 22 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51528724.000000 Penalty: 40958.105469
Iteration 15Q: 20 clusters Score -5.152872e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 1044 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 40411 members 
Mstep: Class 8 contains 43796 members 
Mstep: Class 9 contains 12563 members 
Mstep: Class 10 contains 4818 members 
Mstep: Class 11 contains 203033 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 13201 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 7559 members 
Mstep: Class 16 contains 5767 members 
Mstep: Class 17 contains 172465 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 21647 members 
Mstep: Class 21 contains 3042 members 
Mstep: Class 22 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51530668.000000 Penalty: 40958.105469
Iteration 16Q: 20 clusters Score -5.153067e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 9279 members 
Mstep: Class 6 contains 40459 members 
Mstep: Class 8 contains 45253 members 
Mstep: Class 9 contains 11233 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 202794 members 
Mstep: Class 12 contains 16852 members 
Mstep: Class 13 contains 13394 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 172648 members 
Mstep: Class 19 contains 6108 members 
Mstep: Class 20 contains 21617 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51532172.000000 Penalty: 40958.105469
Iteration 17Q: 20 clusters Score -5.153217e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 6061 members 
Mstep: Class 5 contains 9275 members 
Mstep: Class 6 contains 40492 members 
Mstep: Class 8 contains 46372 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 202581 members 
Mstep: Class 12 contains 16933 members 
Mstep: Class 13 contains 13566 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 172737 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51532984.000000 Penalty: 40958.105469
Iteration 18Q: 20 clusters Score -5.153298e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 9277 members 
Mstep: Class 6 contains 40506 members 
Mstep: Class 8 contains 47117 members 
Mstep: Class 9 contains 9618 members 
Mstep: Class 10 contains 4668 members 
Mstep: Class 11 contains 202387 members 
Mstep: Class 12 contains 16978 members 
Mstep: Class 13 contains 13717 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 172806 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 21610 members 
Mstep: Class 21 contains 3192 members 
Mstep: Class 22 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51533668.000000 Penalty: 40958.105469
Iteration 19Q: 20 clusters Score -5.153367e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 9281 members 
Mstep: Class 6 contains 40526 members 
Mstep: Class 8 contains 47654 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 202237 members 
Mstep: Class 12 contains 16952 members 
Mstep: Class 13 contains 13841 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 6080 members 
Mstep: Class 17 contains 172829 members 
Mstep: Class 19 contains 6171 members 
Mstep: Class 20 contains 21618 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51536252.000000 Penalty: 40958.105469
Iteration 20F: 20 clusters Score -5.153625e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2860 members 
Mstep: Class 3 contains 992 members 
Mstep: Class 4 contains 5142 members 
Mstep: Class 5 contains 9281 members 
Mstep: Class 6 contains 40538 members 
Mstep: Class 8 contains 48002 members 
Mstep: Class 9 contains 9339 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 201950 members 
Mstep: Class 12 contains 17046 members 
Mstep: Class 13 contains 13905 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 6280 members 
Mstep: Class 17 contains 172805 members 
Mstep: Class 19 contains 6245 members 
Mstep: Class 20 contains 21610 members 
Mstep: Class 21 contains 3310 members 
Mstep: Class 22 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51538396.000000 Penalty: 40958.105469
Iteration 21Q: 20 clusters Score -5.15384e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 985 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 9293 members 
Mstep: Class 6 contains 40542 members 
Mstep: Class 8 contains 48389 members 
Mstep: Class 9 contains 9237 members 
Mstep: Class 10 contains 3573 members 
Mstep: Class 11 contains 201674 members 
Mstep: Class 12 contains 17131 members 
Mstep: Class 13 contains 13966 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 172840 members 
Mstep: Class 19 contains 6275 members 
Mstep: Class 20 contains 21608 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 22 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51539556.000000 Penalty: 40958.105469
Iteration 22Q: 20 clusters Score -5.153956e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2875 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 9311 members 
Mstep: Class 6 contains 40555 members 
Mstep: Class 8 contains 48766 members 
Mstep: Class 9 contains 9010 members 
Mstep: Class 10 contains 3363 members 
Mstep: Class 11 contains 201436 members 
Mstep: Class 12 contains 17202 members 
Mstep: Class 13 contains 14020 members 
Mstep: Class 14 contains 3599 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 6611 members 
Mstep: Class 17 contains 172844 members 
Mstep: Class 19 contains 6301 members 
Mstep: Class 20 contains 21615 members 
Mstep: Class 21 contains 3406 members 
Mstep: Class 22 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51540188.000000 Penalty: 40958.105469
Iteration 23Q: 20 clusters Score -5.154019e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 40555 members 
Mstep: Class 8 contains 49119 members 
Mstep: Class 9 contains 8746 members 
Mstep: Class 10 contains 3239 members 
Mstep: Class 11 contains 201279 members 
Mstep: Class 12 contains 17233 members 
Mstep: Class 13 contains 14050 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 7308 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 172835 members 
Mstep: Class 19 contains 6322 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 3431 members 
Mstep: Class 22 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51540940.000000 Penalty: 40958.105469
Iteration 24Q: 20 clusters Score -5.154094e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 9305 members 
Mstep: Class 6 contains 40555 members 
Mstep: Class 8 contains 49411 members 
Mstep: Class 9 contains 8507 members 
Mstep: Class 10 contains 3165 members 
Mstep: Class 11 contains 201144 members 
Mstep: Class 12 contains 17254 members 
Mstep: Class 13 contains 14068 members 
Mstep: Class 14 contains 3712 members 
Mstep: Class 15 contains 7280 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 172800 members 
Mstep: Class 19 contains 6327 members 
Mstep: Class 20 contains 21623 members 
Mstep: Class 21 contains 3461 members 
Mstep: Class 22 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51541456.000000 Penalty: 40958.105469
Iteration 25Q: 20 clusters Score -5.154146e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 5 contains 9301 members 
Mstep: Class 6 contains 40553 members 
Mstep: Class 8 contains 49633 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 201057 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 14074 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 7107 members 
Mstep: Class 17 contains 172731 members 
Mstep: Class 19 contains 6336 members 
Mstep: Class 20 contains 21631 members 
Mstep: Class 21 contains 3486 members 
Mstep: Class 22 contains 3554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51541912.000000 Penalty: 40958.105469
Iteration 26Q: 20 clusters Score -5.154191e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 9298 members 
Mstep: Class 6 contains 40545 members 
Mstep: Class 8 contains 49798 members 
Mstep: Class 9 contains 8147 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 200958 members 
Mstep: Class 12 contains 17242 members 
Mstep: Class 13 contains 14078 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 15 contains 7254 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 172691 members 
Mstep: Class 19 contains 6347 members 
Mstep: Class 20 contains 21634 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 22 contains 3689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51542500.000000 Penalty: 40958.105469
Iteration 27Q: 20 clusters Score -5.15425e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2885 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 9291 members 
Mstep: Class 6 contains 40526 members 
Mstep: Class 8 contains 49922 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 200857 members 
Mstep: Class 12 contains 17229 members 
Mstep: Class 13 contains 14087 members 
Mstep: Class 14 contains 3919 members 
Mstep: Class 15 contains 7244 members 
Mstep: Class 16 contains 7414 members 
Mstep: Class 17 contains 172658 members 
Mstep: Class 19 contains 6356 members 
Mstep: Class 20 contains 21645 members 
Mstep: Class 21 contains 3522 members 
Mstep: Class 22 contains 3821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51543064.000000 Penalty: 40958.105469
Iteration 28Q: 20 clusters Score -5.154306e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2884 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 9288 members 
Mstep: Class 6 contains 40510 members 
Mstep: Class 8 contains 50011 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 200771 members 
Mstep: Class 12 contains 17184 members 
Mstep: Class 13 contains 14095 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 7231 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 172651 members 
Mstep: Class 19 contains 6356 members 
Mstep: Class 20 contains 21651 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 3934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51543560.000000 Penalty: 40958.105469
Iteration 29Q: 20 clusters Score -5.154356e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 9280 members 
Mstep: Class 6 contains 40494 members 
Mstep: Class 8 contains 50087 members 
Mstep: Class 9 contains 7810 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 200728 members 
Mstep: Class 12 contains 17162 members 
Mstep: Class 13 contains 14082 members 
Mstep: Class 14 contains 4055 members 
Mstep: Class 15 contains 7220 members 
Mstep: Class 16 contains 7712 members 
Mstep: Class 17 contains 172636 members 
Mstep: Class 19 contains 6361 members 
Mstep: Class 20 contains 21645 members 
Mstep: Class 21 contains 3535 members 
Mstep: Class 22 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51543988.000000 Penalty: 40958.105469
Iteration 30Q: 20 clusters Score -5.154399e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 9284 members 
Mstep: Class 6 contains 40463 members 
Mstep: Class 8 contains 50146 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 200694 members 
Mstep: Class 12 contains 17098 members 
Mstep: Class 13 contains 14079 members 
Mstep: Class 14 contains 4139 members 
Mstep: Class 15 contains 7196 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 17 contains 172623 members 
Mstep: Class 19 contains 6368 members 
Mstep: Class 20 contains 21650 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 4044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544256.000000 Penalty: 40958.105469
Iteration 31Q: 20 clusters Score -5.154426e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2885 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 9285 members 
Mstep: Class 6 contains 40432 members 
Mstep: Class 8 contains 50203 members 
Mstep: Class 9 contains 7651 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 200674 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 7179 members 
Mstep: Class 16 contains 8047 members 
Mstep: Class 17 contains 172609 members 
Mstep: Class 19 contains 6377 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 3526 members 
Mstep: Class 22 contains 4074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544460.000000 Penalty: 40958.105469
Iteration 32Q: 20 clusters Score -5.154446e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2881 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 9284 members 
Mstep: Class 6 contains 40397 members 
Mstep: Class 8 contains 50269 members 
Mstep: Class 9 contains 7557 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 200657 members 
Mstep: Class 12 contains 16879 members 
Mstep: Class 13 contains 14055 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 16 contains 8216 members 
Mstep: Class 17 contains 172605 members 
Mstep: Class 19 contains 6380 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 3536 members 
Mstep: Class 22 contains 4092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544604.000000 Penalty: 40958.105469
Iteration 33Q: 20 clusters Score -5.15446e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 40374 members 
Mstep: Class 8 contains 50324 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 200655 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 14036 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 172607 members 
Mstep: Class 19 contains 6379 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 3551 members 
Mstep: Class 22 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544832.000000 Penalty: 40958.105469
Iteration 34Q: 20 clusters Score -5.154483e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 2950 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 40357 members 
Mstep: Class 8 contains 50372 members 
Mstep: Class 9 contains 7387 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 200673 members 
Mstep: Class 12 contains 16626 members 
Mstep: Class 13 contains 14007 members 
Mstep: Class 14 contains 4500 members 
Mstep: Class 15 contains 7120 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 172597 members 
Mstep: Class 19 contains 6388 members 
Mstep: Class 20 contains 21656 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 4129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51545104.000000 Penalty: 40958.105469
Iteration 35Q: 20 clusters Score -5.15451e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 9297 members 
Mstep: Class 6 contains 40338 members 
Mstep: Class 8 contains 50407 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 200678 members 
Mstep: Class 12 contains 16491 members 
Mstep: Class 13 contains 13991 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 7099 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 172565 members 
Mstep: Class 19 contains 6397 members 
Mstep: Class 20 contains 21664 members 
Mstep: Class 21 contains 3567 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51545316.000000 Penalty: 40958.105469
Iteration 36Q: 20 clusters Score -5.154532e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 9297 members 
Mstep: Class 6 contains 40333 members 
Mstep: Class 8 contains 50426 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 200677 members 
Mstep: Class 12 contains 16361 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7089 members 
Mstep: Class 16 contains 9025 members 
Mstep: Class 17 contains 172544 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 21668 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51545416.000000 Penalty: 40958.105469
Iteration 37Q: 20 clusters Score -5.154542e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 9297 members 
Mstep: Class 6 contains 40331 members 
Mstep: Class 8 contains 50455 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 200687 members 
Mstep: Class 12 contains 16228 members 
Mstep: Class 13 contains 13962 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 7074 members 
Mstep: Class 16 contains 9217 members 
Mstep: Class 17 contains 172522 members 
Mstep: Class 19 contains 6404 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51545600.000000 Penalty: 40958.105469
Iteration 38Q: 20 clusters Score -5.15456e+07 nChanged 671
Entering ConstructFrom: 
Score: -51545600.000000 Penalty: 40958.105469
Entering ConstructFrom: 
Trying to split cluster 2 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -274903.875000 Penalty: 1294.739258
	Iteration 0F: 2 clusters Score -274903.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -272250.375000 Penalty: 2589.478516
	Iteration 0F: 3 clusters Score -272250.4 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -272893.750000 Penalty: 2589.478516
	Iteration 1F: 3 clusters Score -272893.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -273024.656250 Penalty: 2589.478516
	Iteration 2F: 3 clusters Score -273024.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -273107.187500 Penalty: 2589.478516
	Iteration 3F: 3 clusters Score -273107.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -273165.968750 Penalty: 2589.478516
	Iteration 4Q: 3 clusters Score -273166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -273226.250000 Penalty: 2589.478516
	Iteration 5Q: 3 clusters Score -273226.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -273278.375000 Penalty: 2589.478516
	Iteration 6Q: 3 clusters Score -273278.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -273327.062500 Penalty: 2589.478516
	Iteration 7Q: 3 clusters Score -273327.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -273378.687500 Penalty: 2589.478516
	Iteration 8Q: 3 clusters Score -273378.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -273434.468750 Penalty: 2589.478516
	Iteration 9Q: 3 clusters Score -273434.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -273494.281250 Penalty: 2589.478516
	Iteration 10Q: 3 clusters Score -273494.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -273553.468750 Penalty: 2589.478516
	Iteration 11Q: 3 clusters Score -273553.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -273619.562500 Penalty: 2589.478516
	Iteration 12Q: 3 clusters Score -273619.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -273678.468750 Penalty: 2589.478516
	Iteration 13Q: 3 clusters Score -273678.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -273727.031250 Penalty: 2589.478516
	Iteration 14Q: 3 clusters Score -273727 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -273761.906250 Penalty: 2589.478516
	Iteration 15Q: 3 clusters Score -273761.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -273794.406250 Penalty: 2589.478516
	Iteration 16Q: 3 clusters Score -273794.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -273819.031250 Penalty: 2589.478516
	Iteration 17Q: 3 clusters Score -273819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -273857.375000 Penalty: 2589.478516
	Iteration 18Q: 3 clusters Score -273857.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -273884.406250 Penalty: 2589.478516
	Iteration 19Q: 3 clusters Score -273884.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -273899.312500 Penalty: 2589.478516
	Iteration 20F: 3 clusters Score -273899.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -273912.937500 Penalty: 2589.478516
	Iteration 21Q: 3 clusters Score -273912.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -273921.156250 Penalty: 2589.478516
	Iteration 22Q: 3 clusters Score -273921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -273924.062500 Penalty: 2589.478516
	Iteration 23Q: 3 clusters Score -273924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -273925.843750 Penalty: 2589.478516
	Iteration 24Q: 3 clusters Score -273925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -273928.312500 Penalty: 2589.478516
	Iteration 25Q: 3 clusters Score -273928.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -273934.187500 Penalty: 2589.478516
	Iteration 26Q: 3 clusters Score -273934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -273937.437500 Penalty: 2589.478516
	Iteration 27Q: 3 clusters Score -273937.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -273941.031250 Penalty: 2589.478516
	Iteration 28Q: 3 clusters Score -273941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -273945.062500 Penalty: 2589.478516
	Iteration 29Q: 3 clusters Score -273945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -273951.656250 Penalty: 2589.478516
	Iteration 30Q: 3 clusters Score -273951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -273958.125000 Penalty: 2589.478516
	Iteration 31Q: 3 clusters Score -273958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -273961.750000 Penalty: 2589.478516
	Iteration 32Q: 3 clusters Score -273961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -273962.187500 Penalty: 2589.478516
	Iteration 33Q: 3 clusters Score -273962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -273963.593750 Penalty: 2589.478516
	Iteration 34Q: 3 clusters Score -273963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -273964.625000 Penalty: 2589.478516
	Iteration 35Q: 3 clusters Score -273964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -273965.906250 Penalty: 2589.478516
	Iteration 36Q: 3 clusters Score -273965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -273968.718750 Penalty: 2589.478516
	Iteration 37Q: 3 clusters Score -273968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -273972.218750 Penalty: 2589.478516
	Iteration 38Q: 3 clusters Score -273972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -273977.718750 Penalty: 2589.478516
	Iteration 39Q: 3 clusters Score -273977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -273979.906250 Penalty: 2589.478516
	Iteration 40F: 3 clusters Score -273979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -273980.781250 Penalty: 2589.478516
	Iteration 41Q: 3 clusters Score -273980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -273981.781250 Penalty: 2589.478516
	Iteration 42Q: 3 clusters Score -273981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -273982.156250 Penalty: 2589.478516
	Iteration 43Q: 3 clusters Score -273982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -273982.156250 Penalty: 2589.478516
	Iteration 44F: 3 clusters Score -273982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -76219.890625 Penalty: 1100.997070
	Iteration 0F: 2 clusters Score -76219.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74865.804688 Penalty: 2201.994141
	Iteration 0F: 3 clusters Score -74865.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75116.109375 Penalty: 2201.994141
	Iteration 1F: 3 clusters Score -75116.11 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75200.593750 Penalty: 2201.994141
	Iteration 2F: 3 clusters Score -75200.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -75247.085938 Penalty: 2201.994141
	Iteration 3Q: 3 clusters Score -75247.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75274.890625 Penalty: 2201.994141
	Iteration 4Q: 3 clusters Score -75274.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -75298.398438 Penalty: 2201.994141
	Iteration 5Q: 3 clusters Score -75298.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -75327.195312 Penalty: 2201.994141
	Iteration 6Q: 3 clusters Score -75327.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -75365.226562 Penalty: 2201.994141
	Iteration 7Q: 3 clusters Score -75365.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75401.882812 Penalty: 2201.994141
	Iteration 8Q: 3 clusters Score -75401.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -75437.601562 Penalty: 2201.994141
	Iteration 9Q: 3 clusters Score -75437.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -75464.671875 Penalty: 2201.994141
	Iteration 10Q: 3 clusters Score -75464.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -75479.523438 Penalty: 2201.994141
	Iteration 11Q: 3 clusters Score -75479.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -75494.320312 Penalty: 2201.994141
	Iteration 12Q: 3 clusters Score -75494.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -75513.523438 Penalty: 2201.994141
	Iteration 13Q: 3 clusters Score -75513.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -75545.398438 Penalty: 2201.994141
	Iteration 14Q: 3 clusters Score -75545.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -75563.539062 Penalty: 2201.994141
	Iteration 15Q: 3 clusters Score -75563.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -75576.070312 Penalty: 2201.994141
	Iteration 16Q: 3 clusters Score -75576.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -75586.257812 Penalty: 2201.994141
	Iteration 17Q: 3 clusters Score -75586.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -75589.687500 Penalty: 2201.994141
	Iteration 18Q: 3 clusters Score -75589.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75593.359375 Penalty: 2201.994141
	Iteration 19Q: 3 clusters Score -75593.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -75596.531250 Penalty: 2201.994141
	Iteration 20F: 3 clusters Score -75596.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75602.726562 Penalty: 2201.994141
	Iteration 21Q: 3 clusters Score -75602.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -75610.398438 Penalty: 2201.994141
	Iteration 22Q: 3 clusters Score -75610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -75620.250000 Penalty: 2201.994141
	Iteration 23Q: 3 clusters Score -75620.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -75627.265625 Penalty: 2201.994141
	Iteration 24Q: 3 clusters Score -75627.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -75630.460938 Penalty: 2201.994141
	Iteration 25Q: 3 clusters Score -75630.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -75631.078125 Penalty: 2201.994141
	Iteration 26Q: 3 clusters Score -75631.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -75632.320312 Penalty: 2201.994141
	Iteration 27Q: 3 clusters Score -75632.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -75633.015625 Penalty: 2201.994141
	Iteration 28Q: 3 clusters Score -75633.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -75633.679688 Penalty: 2201.994141
	Iteration 29Q: 3 clusters Score -75633.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -75633.679688 Penalty: 2201.994141
	Iteration 30F: 3 clusters Score -75633.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -208768.218750 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -208768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -206302.015625 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -206302 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -206954.265625 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -206954.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -207168.375000 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -207168.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -207309.640625 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -207309.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -207417.734375 Penalty: 2556.435547
	Iteration 4F: 3 clusters Score -207417.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -207506.125000 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -207506.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -207581.390625 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -207581.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -207647.343750 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -207647.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -207720.453125 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -207720.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -207796.390625 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -207796.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -207855.281250 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -207855.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -207895.515625 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -207895.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -207928.687500 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -207928.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -207954.890625 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -207954.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -207980.703125 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -207980.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -208002.718750 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -208002.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -208018.796875 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -208018.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -208032.921875 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -208032.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -208046.609375 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -208046.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -208059.718750 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -208059.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -208074.984375 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -208075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -208094.265625 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -208094.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -208147.218750 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -208147.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -208203.421875 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -208203.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -208260.000000 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -208260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -208328.734375 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -208328.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -208409.921875 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -208409.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -208491.750000 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -208491.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -208579.765625 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -208579.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -208654.625000 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -208654.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -208736.625000 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -208736.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -208775.875000 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -208775.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -208796.281250 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -208796.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -208806.781250 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -208806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -208815.406250 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -208815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -208821.687500 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -208821.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -208827.000000 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -208827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -208834.046875 Penalty: 2556.435547
	Iteration 37Q: 3 clusters Score -208834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -208841.937500 Penalty: 2556.435547
	Iteration 38Q: 3 clusters Score -208841.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -208848.328125 Penalty: 2556.435547
	Iteration 39Q: 3 clusters Score -208848.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -208857.156250 Penalty: 2556.435547
	Iteration 40F: 3 clusters Score -208857.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -208863.687500 Penalty: 2556.435547
	Iteration 41Q: 3 clusters Score -208863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -208866.687500 Penalty: 2556.435547
	Iteration 42Q: 3 clusters Score -208866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -208868.437500 Penalty: 2556.435547
	Iteration 43Q: 3 clusters Score -208868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -208868.265625 Penalty: 2556.435547
	Iteration 44Q: 3 clusters Score -208868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208868.937500 Penalty: 2556.435547
	Iteration 45Q: 3 clusters Score -208868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208868.937500 Penalty: 2556.435547
	Iteration 46F: 3 clusters Score -208868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 40334 members 
Mstep: Class 8 contains 50485 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 3108 members 
Mstep: Class 11 contains 200693 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 172518 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 4178 members 
Entering Unmasked Estep 
Score: -51544788.000000 Penalty: 43113.796875
Splitting cluster 4 changes total score from -51545600.000000 to -51544788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (9296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Entering Unmasked Estep 
Score: -813220.937500 Penalty: 1484.817627
	Iteration 0F: 2 clusters Score -813220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -806601.125000 Penalty: 2969.635254
	Iteration 0F: 3 clusters Score -806601.1 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -808875.375000 Penalty: 2969.635254
	Iteration 1F: 3 clusters Score -808875.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -809378.062500 Penalty: 2969.635254
	Iteration 2F: 3 clusters Score -809378.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -809978.437500 Penalty: 2969.635254
	Iteration 3F: 3 clusters Score -809978.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -810733.000000 Penalty: 2969.635254
	Iteration 4F: 3 clusters Score -810733 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -811441.437500 Penalty: 2969.635254
	Iteration 5F: 3 clusters Score -811441.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -812119.875000 Penalty: 2969.635254
	Iteration 6F: 3 clusters Score -812119.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -812588.187500 Penalty: 2969.635254
	Iteration 7Q: 3 clusters Score -812588.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -812803.062500 Penalty: 2969.635254
	Iteration 8Q: 3 clusters Score -812803.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -812882.375000 Penalty: 2969.635254
	Iteration 9Q: 3 clusters Score -812882.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -812911.937500 Penalty: 2969.635254
	Iteration 10Q: 3 clusters Score -812911.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -812938.125000 Penalty: 2969.635254
	Iteration 11Q: 3 clusters Score -812938.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -812949.625000 Penalty: 2969.635254
	Iteration 12Q: 3 clusters Score -812949.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -812960.937500 Penalty: 2969.635254
	Iteration 13Q: 3 clusters Score -812960.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -812970.812500 Penalty: 2969.635254
	Iteration 14Q: 3 clusters Score -812970.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -812982.562500 Penalty: 2969.635254
	Iteration 15Q: 3 clusters Score -812982.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -812996.312500 Penalty: 2969.635254
	Iteration 16Q: 3 clusters Score -812996.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -813003.687500 Penalty: 2969.635254
	Iteration 17Q: 3 clusters Score -813003.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -813003.562500 Penalty: 2969.635254
	Iteration 18Q: 3 clusters Score -813003.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -813010.125000 Penalty: 2969.635254
	Iteration 19Q: 3 clusters Score -813010.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -813010.250000 Penalty: 2969.635254
	Iteration 20F: 3 clusters Score -813010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -813011.750000 Penalty: 2969.635254
	Iteration 21Q: 3 clusters Score -813011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -813012.625000 Penalty: 2969.635254
	Iteration 22Q: 3 clusters Score -813012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -813013.062500 Penalty: 2969.635254
	Iteration 23Q: 3 clusters Score -813013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -813016.812500 Penalty: 2969.635254
	Iteration 24Q: 3 clusters Score -813016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -813015.187500 Penalty: 2969.635254
	Iteration 25Q: 3 clusters Score -813015.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -813017.187500 Penalty: 2969.635254
	Iteration 26Q: 3 clusters Score -813017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -813019.000000 Penalty: 2969.635254
	Iteration 27Q: 3 clusters Score -813019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -813020.000000 Penalty: 2969.635254
	Iteration 28Q: 3 clusters Score -813020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -813020.750000 Penalty: 2969.635254
	Iteration 29Q: 3 clusters Score -813020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -813023.312500 Penalty: 2969.635254
	Iteration 30Q: 3 clusters Score -813023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -813024.312500 Penalty: 2969.635254
	Iteration 31Q: 3 clusters Score -813024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -813023.687500 Penalty: 2969.635254
	Iteration 32Q: 3 clusters Score -813023.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -813024.500000 Penalty: 2969.635254
	Iteration 33Q: 3 clusters Score -813024.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -813027.937500 Penalty: 2969.635254
	Iteration 34Q: 3 clusters Score -813027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -813027.500000 Penalty: 2969.635254
	Iteration 35Q: 3 clusters Score -813027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -813030.750000 Penalty: 2969.635254
	Iteration 36Q: 3 clusters Score -813030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -813032.375000 Penalty: 2969.635254
	Iteration 37Q: 3 clusters Score -813032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -813033.062500 Penalty: 2969.635254
	Iteration 38Q: 3 clusters Score -813033.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -813036.500000 Penalty: 2969.635254
	Iteration 39Q: 3 clusters Score -813036.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -813036.750000 Penalty: 2969.635254
	Iteration 40F: 3 clusters Score -813036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Entering Unmasked Estep 
Score: -3662876.750000 Penalty: 1723.304321
	Iteration 0F: 2 clusters Score -3662877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3635933.500000 Penalty: 3446.608643
	Iteration 0F: 3 clusters Score -3635934 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3646145.000000 Penalty: 3446.608643
	Iteration 1F: 3 clusters Score -3646145 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3646494.250000 Penalty: 3446.608643
	Iteration 2Q: 3 clusters Score -3646494 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3646813.250000 Penalty: 3446.608643
	Iteration 3Q: 3 clusters Score -3646813 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3647119.250000 Penalty: 3446.608643
	Iteration 4Q: 3 clusters Score -3647119 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3647400.000000 Penalty: 3446.608643
	Iteration 5Q: 3 clusters Score -3647400 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3647653.500000 Penalty: 3446.608643
	Iteration 6Q: 3 clusters Score -3647654 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3647980.750000 Penalty: 3446.608643
	Iteration 7Q: 3 clusters Score -3647981 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3648317.750000 Penalty: 3446.608643
	Iteration 8Q: 3 clusters Score -3648318 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3648790.000000 Penalty: 3446.608643
	Iteration 9Q: 3 clusters Score -3648790 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3649446.000000 Penalty: 3446.608643
	Iteration 10Q: 3 clusters Score -3649446 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3650451.500000 Penalty: 3446.608643
	Iteration 11Q: 3 clusters Score -3650452 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3651875.500000 Penalty: 3446.608643
	Iteration 12F: 3 clusters Score -3651876 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3653136.500000 Penalty: 3446.608643
	Iteration 13F: 3 clusters Score -3653136 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3653802.000000 Penalty: 3446.608643
	Iteration 14Q: 3 clusters Score -3653802 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3654043.500000 Penalty: 3446.608643
	Iteration 15Q: 3 clusters Score -3654044 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3654130.750000 Penalty: 3446.608643
	Iteration 16Q: 3 clusters Score -3654131 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3654176.500000 Penalty: 3446.608643
	Iteration 17Q: 3 clusters Score -3654176 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3654232.750000 Penalty: 3446.608643
	Iteration 18Q: 3 clusters Score -3654233 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3654305.250000 Penalty: 3446.608643
	Iteration 19Q: 3 clusters Score -3654305 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3654374.250000 Penalty: 3446.608643
	Iteration 20F: 3 clusters Score -3654374 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3654437.250000 Penalty: 3446.608643
	Iteration 21Q: 3 clusters Score -3654437 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3654503.500000 Penalty: 3446.608643
	Iteration 22Q: 3 clusters Score -3654504 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3654583.750000 Penalty: 3446.608643
	Iteration 23Q: 3 clusters Score -3654584 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3654660.000000 Penalty: 3446.608643
	Iteration 24Q: 3 clusters Score -3654660 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3654761.000000 Penalty: 3446.608643
	Iteration 25Q: 3 clusters Score -3654761 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3654861.500000 Penalty: 3446.608643
	Iteration 26Q: 3 clusters Score -3654862 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3654987.000000 Penalty: 3446.608643
	Iteration 27Q: 3 clusters Score -3654987 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3655165.250000 Penalty: 3446.608643
	Iteration 28Q: 3 clusters Score -3655165 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3655390.250000 Penalty: 3446.608643
	Iteration 29Q: 3 clusters Score -3655390 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3655612.750000 Penalty: 3446.608643
	Iteration 30Q: 3 clusters Score -3655613 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3655871.250000 Penalty: 3446.608643
	Iteration 31Q: 3 clusters Score -3655871 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3656141.500000 Penalty: 3446.608643
	Iteration 32Q: 3 clusters Score -3656142 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -3656447.500000 Penalty: 3446.608643
	Iteration 33Q: 3 clusters Score -3656448 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -3656725.500000 Penalty: 3446.608643
	Iteration 34Q: 3 clusters Score -3656726 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -3657061.750000 Penalty: 3446.608643
	Iteration 35Q: 3 clusters Score -3657062 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -3657428.500000 Penalty: 3446.608643
	Iteration 36Q: 3 clusters Score -3657428 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3657805.250000 Penalty: 3446.608643
	Iteration 37Q: 3 clusters Score -3657805 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3658189.000000 Penalty: 3446.608643
	Iteration 38Q: 3 clusters Score -3658189 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -3658613.250000 Penalty: 3446.608643
	Iteration 39Q: 3 clusters Score -3658613 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -3659036.000000 Penalty: 3446.608643
	Iteration 40F: 3 clusters Score -3659036 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -3659442.750000 Penalty: 3446.608643
	Iteration 41Q: 3 clusters Score -3659443 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -3659805.250000 Penalty: 3446.608643
	Iteration 42Q: 3 clusters Score -3659805 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -3660206.250000 Penalty: 3446.608643
	Iteration 43Q: 3 clusters Score -3660206 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -3660567.750000 Penalty: 3446.608643
	Iteration 44Q: 3 clusters Score -3660568 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -3660866.250000 Penalty: 3446.608643
	Iteration 45Q: 3 clusters Score -3660866 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -3661071.750000 Penalty: 3446.608643
	Iteration 46Q: 3 clusters Score -3661072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -3661190.000000 Penalty: 3446.608643
	Iteration 47Q: 3 clusters Score -3661190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -3661248.250000 Penalty: 3446.608643
	Iteration 48Q: 3 clusters Score -3661248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -3661303.000000 Penalty: 3446.608643
	Iteration 49Q: 3 clusters Score -3661303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -3661331.250000 Penalty: 3446.608643
	Iteration 50Q: 3 clusters Score -3661331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -3661352.500000 Penalty: 3446.608643
	Iteration 51Q: 3 clusters Score -3661352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -3661356.000000 Penalty: 3446.608643
	Iteration 52Q: 3 clusters Score -3661356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -3661356.500000 Penalty: 3446.608643
	Iteration 53Q: 3 clusters Score -3661356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -3661358.500000 Penalty: 3446.608643
	Iteration 54Q: 3 clusters Score -3661358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -3661359.000000 Penalty: 3446.608643
	Iteration 55Q: 3 clusters Score -3661359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -3661363.750000 Penalty: 3446.608643
	Iteration 56Q: 3 clusters Score -3661364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -3661364.500000 Penalty: 3446.608643
	Iteration 57Q: 3 clusters Score -3661364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -3661366.500000 Penalty: 3446.608643
	Iteration 58Q: 3 clusters Score -3661366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -3661366.500000 Penalty: 3446.608643
	Iteration 59F: 3 clusters Score -3661366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Entering Unmasked Estep 
Score: -4688957.500000 Penalty: 1759.782593
	Iteration 0F: 2 clusters Score -4688958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4655317.000000 Penalty: 3519.565186
	Iteration 0F: 3 clusters Score -4655317 nChanged 23506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -4668362.000000 Penalty: 3519.565186
	Iteration 1F: 3 clusters Score -4668362 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -4668715.500000 Penalty: 3519.565186
	Iteration 2Q: 3 clusters Score -4668716 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4669174.000000 Penalty: 3519.565186
	Iteration 3Q: 3 clusters Score -4669174 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4669706.000000 Penalty: 3519.565186
	Iteration 4Q: 3 clusters Score -4669706 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -4670459.000000 Penalty: 3519.565186
	Iteration 5Q: 3 clusters Score -4670459 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4671710.000000 Penalty: 3519.565186
	Iteration 6Q: 3 clusters Score -4671710 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4673859.500000 Penalty: 3519.565186
	Iteration 7F: 3 clusters Score -4673860 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4677224.000000 Penalty: 3519.565186
	Iteration 8F: 3 clusters Score -4677224 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4681198.500000 Penalty: 3519.565186
	Iteration 9F: 3 clusters Score -4681198 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4684499.000000 Penalty: 3519.565186
	Iteration 10F: 3 clusters Score -4684499 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4686199.500000 Penalty: 3519.565186
	Iteration 11Q: 3 clusters Score -4686200 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4686895.500000 Penalty: 3519.565186
	Iteration 12Q: 3 clusters Score -4686896 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4687203.000000 Penalty: 3519.565186
	Iteration 13Q: 3 clusters Score -4687203 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4687340.000000 Penalty: 3519.565186
	Iteration 14Q: 3 clusters Score -4687340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4687443.500000 Penalty: 3519.565186
	Iteration 15Q: 3 clusters Score -4687444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4687499.500000 Penalty: 3519.565186
	Iteration 16Q: 3 clusters Score -4687500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4687533.500000 Penalty: 3519.565186
	Iteration 17Q: 3 clusters Score -4687534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4687566.500000 Penalty: 3519.565186
	Iteration 18Q: 3 clusters Score -4687566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4687584.500000 Penalty: 3519.565186
	Iteration 19Q: 3 clusters Score -4687584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4687593.000000 Penalty: 3519.565186
	Iteration 20F: 3 clusters Score -4687593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4687606.000000 Penalty: 3519.565186
	Iteration 21Q: 3 clusters Score -4687606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4687610.000000 Penalty: 3519.565186
	Iteration 22Q: 3 clusters Score -4687610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4687621.000000 Penalty: 3519.565186
	Iteration 23Q: 3 clusters Score -4687621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4687627.000000 Penalty: 3519.565186
	Iteration 24Q: 3 clusters Score -4687627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4687639.500000 Penalty: 3519.565186
	Iteration 25Q: 3 clusters Score -4687640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4687650.000000 Penalty: 3519.565186
	Iteration 26Q: 3 clusters Score -4687650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4687658.000000 Penalty: 3519.565186
	Iteration 27Q: 3 clusters Score -4687658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4687665.500000 Penalty: 3519.565186
	Iteration 28Q: 3 clusters Score -4687666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4687673.500000 Penalty: 3519.565186
	Iteration 29Q: 3 clusters Score -4687674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4687687.500000 Penalty: 3519.565186
	Iteration 30Q: 3 clusters Score -4687688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4687698.000000 Penalty: 3519.565186
	Iteration 31Q: 3 clusters Score -4687698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4687703.500000 Penalty: 3519.565186
	Iteration 32Q: 3 clusters Score -4687704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4687712.500000 Penalty: 3519.565186
	Iteration 33Q: 3 clusters Score -4687712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4687724.500000 Penalty: 3519.565186
	Iteration 34Q: 3 clusters Score -4687724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4687729.000000 Penalty: 3519.565186
	Iteration 35Q: 3 clusters Score -4687729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4687735.000000 Penalty: 3519.565186
	Iteration 36Q: 3 clusters Score -4687735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4687738.000000 Penalty: 3519.565186
	Iteration 37Q: 3 clusters Score -4687738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4687738.500000 Penalty: 3519.565186
	Iteration 38Q: 3 clusters Score -4687738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4687739.500000 Penalty: 3519.565186
	Iteration 39Q: 3 clusters Score -4687740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4687743.000000 Penalty: 3519.565186
	Iteration 40F: 3 clusters Score -4687743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4687745.000000 Penalty: 3519.565186
	Iteration 41Q: 3 clusters Score -4687745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4687744.500000 Penalty: 3519.565186
	Iteration 42Q: 3 clusters Score -4687744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4687751.500000 Penalty: 3519.565186
	Iteration 43Q: 3 clusters Score -4687752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4687752.500000 Penalty: 3519.565186
	Iteration 44Q: 3 clusters Score -4687752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4687755.500000 Penalty: 3519.565186
	Iteration 45Q: 3 clusters Score -4687756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4687758.000000 Penalty: 3519.565186
	Iteration 46Q: 3 clusters Score -4687758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4687761.500000 Penalty: 3519.565186
	Iteration 47Q: 3 clusters Score -4687762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4687766.500000 Penalty: 3519.565186
	Iteration 48Q: 3 clusters Score -4687766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4687773.000000 Penalty: 3519.565186
	Iteration 49Q: 3 clusters Score -4687773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4687779.000000 Penalty: 3519.565186
	Iteration 50Q: 3 clusters Score -4687779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4687789.500000 Penalty: 3519.565186
	Iteration 51Q: 3 clusters Score -4687790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4687797.000000 Penalty: 3519.565186
	Iteration 52Q: 3 clusters Score -4687797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4687804.500000 Penalty: 3519.565186
	Iteration 53Q: 3 clusters Score -4687804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4687807.500000 Penalty: 3519.565186
	Iteration 54Q: 3 clusters Score -4687808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4687817.500000 Penalty: 3519.565186
	Iteration 55Q: 3 clusters Score -4687818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4687814.500000 Penalty: 3519.565186
	Iteration 56Q: 3 clusters Score -4687814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4687818.500000 Penalty: 3519.565186
	Iteration 57Q: 3 clusters Score -4687818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4687820.000000 Penalty: 3519.565186
	Iteration 58Q: 3 clusters Score -4687820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4687829.000000 Penalty: 3519.565186
	Iteration 59Q: 3 clusters Score -4687829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4687832.500000 Penalty: 3519.565186
	Iteration 60F: 3 clusters Score -4687832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4687837.000000 Penalty: 3519.565186
	Iteration 61Q: 3 clusters Score -4687837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4687841.000000 Penalty: 3519.565186
	Iteration 62Q: 3 clusters Score -4687841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4687852.500000 Penalty: 3519.565186
	Iteration 63Q: 3 clusters Score -4687852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4687865.000000 Penalty: 3519.565186
	Iteration 64Q: 3 clusters Score -4687865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4687875.500000 Penalty: 3519.565186
	Iteration 65Q: 3 clusters Score -4687876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4687886.500000 Penalty: 3519.565186
	Iteration 66Q: 3 clusters Score -4687886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4687894.500000 Penalty: 3519.565186
	Iteration 67Q: 3 clusters Score -4687894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4687898.000000 Penalty: 3519.565186
	Iteration 68Q: 3 clusters Score -4687898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4687899.000000 Penalty: 3519.565186
	Iteration 69Q: 3 clusters Score -4687899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4687903.500000 Penalty: 3519.565186
	Iteration 70Q: 3 clusters Score -4687904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4687906.000000 Penalty: 3519.565186
	Iteration 71Q: 3 clusters Score -4687906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4687909.000000 Penalty: 3519.565186
	Iteration 72Q: 3 clusters Score -4687909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4687907.500000 Penalty: 3519.565186
	Iteration 73Q: 3 clusters Score -4687908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4687907.500000 Penalty: 3519.565186
	Iteration 74F: 3 clusters Score -4687908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Entering Unmasked Estep 
Score: -626897.250000 Penalty: 1440.865234
	Iteration 0F: 2 clusters Score -626897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -621597.250000 Penalty: 2881.730469
	Iteration 0F: 3 clusters Score -621597.2 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -623130.750000 Penalty: 2881.730469
	Iteration 1F: 3 clusters Score -623130.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -623421.375000 Penalty: 2881.730469
	Iteration 2F: 3 clusters Score -623421.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -623756.437500 Penalty: 2881.730469
	Iteration 3F: 3 clusters Score -623756.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -624156.062500 Penalty: 2881.730469
	Iteration 4F: 3 clusters Score -624156.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -624586.875000 Penalty: 2881.730469
	Iteration 5F: 3 clusters Score -624586.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -624964.187500 Penalty: 2881.730469
	Iteration 6F: 3 clusters Score -624964.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -625260.875000 Penalty: 2881.730469
	Iteration 7F: 3 clusters Score -625260.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -625453.937500 Penalty: 2881.730469
	Iteration 8Q: 3 clusters Score -625453.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -625609.937500 Penalty: 2881.730469
	Iteration 9Q: 3 clusters Score -625609.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -625724.937500 Penalty: 2881.730469
	Iteration 10Q: 3 clusters Score -625724.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -625823.937500 Penalty: 2881.730469
	Iteration 11Q: 3 clusters Score -625823.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -625890.312500 Penalty: 2881.730469
	Iteration 12Q: 3 clusters Score -625890.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -625946.000000 Penalty: 2881.730469
	Iteration 13Q: 3 clusters Score -625946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -625982.937500 Penalty: 2881.730469
	Iteration 14Q: 3 clusters Score -625982.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -626009.625000 Penalty: 2881.730469
	Iteration 15Q: 3 clusters Score -626009.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -626033.250000 Penalty: 2881.730469
	Iteration 16Q: 3 clusters Score -626033.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -626062.375000 Penalty: 2881.730469
	Iteration 17Q: 3 clusters Score -626062.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -626088.500000 Penalty: 2881.730469
	Iteration 18Q: 3 clusters Score -626088.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -626105.500000 Penalty: 2881.730469
	Iteration 19Q: 3 clusters Score -626105.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -626121.687500 Penalty: 2881.730469
	Iteration 20F: 3 clusters Score -626121.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -626136.062500 Penalty: 2881.730469
	Iteration 21Q: 3 clusters Score -626136.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -626140.750000 Penalty: 2881.730469
	Iteration 22Q: 3 clusters Score -626140.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -626148.250000 Penalty: 2881.730469
	Iteration 23Q: 3 clusters Score -626148.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -626157.687500 Penalty: 2881.730469
	Iteration 24Q: 3 clusters Score -626157.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -626169.062500 Penalty: 2881.730469
	Iteration 25Q: 3 clusters Score -626169.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -626178.500000 Penalty: 2881.730469
	Iteration 26Q: 3 clusters Score -626178.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -626179.500000 Penalty: 2881.730469
	Iteration 27Q: 3 clusters Score -626179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -626183.812500 Penalty: 2881.730469
	Iteration 28Q: 3 clusters Score -626183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -626184.812500 Penalty: 2881.730469
	Iteration 29Q: 3 clusters Score -626184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -626186.437500 Penalty: 2881.730469
	Iteration 30Q: 3 clusters Score -626186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -626187.437500 Penalty: 2881.730469
	Iteration 31Q: 3 clusters Score -626187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -626187.937500 Penalty: 2881.730469
	Iteration 32Q: 3 clusters Score -626187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -626189.187500 Penalty: 2881.730469
	Iteration 33Q: 3 clusters Score -626189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -626189.437500 Penalty: 2881.730469
	Iteration 34Q: 3 clusters Score -626189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -626189.437500 Penalty: 2881.730469
	Iteration 35F: 3 clusters Score -626189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -238250.125000 Penalty: 1306.781860
	Iteration 0F: 2 clusters Score -238250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -235578.921875 Penalty: 2613.563721
	Iteration 0F: 3 clusters Score -235578.9 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -238003.468750 Penalty: 2613.563721
	Iteration 1F: 3 clusters Score -238003.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -239486.390625 Penalty: 2613.563721
	Iteration 2F: 3 clusters Score -239486.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -240253.625000 Penalty: 2613.563721
	Iteration 3F: 3 clusters Score -240253.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -240821.500000 Penalty: 2613.563721
	Iteration 4F: 3 clusters Score -240821.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -241025.109375 Penalty: 2613.563721
	Iteration 5Q: 3 clusters Score -241025.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -241095.968750 Penalty: 2613.563721
	Iteration 6Q: 3 clusters Score -241096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -241142.546875 Penalty: 2613.563721
	Iteration 7Q: 3 clusters Score -241142.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -241178.359375 Penalty: 2613.563721
	Iteration 8Q: 3 clusters Score -241178.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -241194.484375 Penalty: 2613.563721
	Iteration 9Q: 3 clusters Score -241194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -241200.171875 Penalty: 2613.563721
	Iteration 10Q: 3 clusters Score -241200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -241206.234375 Penalty: 2613.563721
	Iteration 11Q: 3 clusters Score -241206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -241208.578125 Penalty: 2613.563721
	Iteration 12Q: 3 clusters Score -241208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -241208.812500 Penalty: 2613.563721
	Iteration 13Q: 3 clusters Score -241208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -241209.812500 Penalty: 2613.563721
	Iteration 14Q: 3 clusters Score -241209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -241210.875000 Penalty: 2613.563721
	Iteration 15F: 3 clusters Score -241210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -241212.765625 Penalty: 2613.563721
	Iteration 16Q: 3 clusters Score -241212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -241212.765625 Penalty: 2613.563721
	Iteration 17F: 3 clusters Score -241212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 40334 members 
Mstep: Class 8 contains 50485 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 200693 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 172518 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 4178 members 
Entering Unmasked Estep 
Score: -51547628.000000 Penalty: 43113.796875
Splitting cluster 10 changes total score from -51545600.000000 to -51547628.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (200693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200693 members 
Entering Unmasked Estep 
Score: -18777900.000000 Penalty: 1984.048950
	Iteration 0F: 2 clusters Score -1.87779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -18643406.000000 Penalty: 3968.097900
	Iteration 0F: 3 clusters Score -1.864341e+07 nChanged 97231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -18701384.000000 Penalty: 3968.097900
	Iteration 1F: 3 clusters Score -1.870138e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 84449 members 
Entering Unmasked Estep 
Score: -18704082.000000 Penalty: 3968.097900
	Iteration 2Q: 3 clusters Score -1.870408e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125437 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -18709312.000000 Penalty: 3968.097900
	Iteration 3Q: 3 clusters Score -1.870931e+07 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138564 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -18718968.000000 Penalty: 3968.097900
	Iteration 4F: 3 clusters Score -1.871897e+07 nChanged 17077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -18734090.000000 Penalty: 3968.097900
	Iteration 5F: 3 clusters Score -1.873409e+07 nChanged 17612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172661 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -18751332.000000 Penalty: 3968.097900
	Iteration 6F: 3 clusters Score -1.875133e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185435 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -18764192.000000 Penalty: 3968.097900
	Iteration 7F: 3 clusters Score -1.876419e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192765 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -18770948.000000 Penalty: 3968.097900
	Iteration 8Q: 3 clusters Score -1.877095e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196270 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -18774278.000000 Penalty: 3968.097900
	Iteration 9Q: 3 clusters Score -1.877428e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197646 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -18775468.000000 Penalty: 3968.097900
	Iteration 10Q: 3 clusters Score -1.877547e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198239 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -18776086.000000 Penalty: 3968.097900
	Iteration 11Q: 3 clusters Score -1.877609e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198474 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -18776402.000000 Penalty: 3968.097900
	Iteration 12Q: 3 clusters Score -1.87764e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -18776560.000000 Penalty: 3968.097900
	Iteration 13Q: 3 clusters Score -1.877656e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198609 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -18776666.000000 Penalty: 3968.097900
	Iteration 14Q: 3 clusters Score -1.877667e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198604 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -18776732.000000 Penalty: 3968.097900
	Iteration 15Q: 3 clusters Score -1.877673e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198587 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -18776800.000000 Penalty: 3968.097900
	Iteration 16Q: 3 clusters Score -1.87768e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198558 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18776858.000000 Penalty: 3968.097900
	Iteration 17Q: 3 clusters Score -1.877686e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198530 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -18776920.000000 Penalty: 3968.097900
	Iteration 18Q: 3 clusters Score -1.877692e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198497 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -18776940.000000 Penalty: 3968.097900
	Iteration 19Q: 3 clusters Score -1.877694e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198458 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -18776978.000000 Penalty: 3968.097900
	Iteration 20F: 3 clusters Score -1.877698e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198406 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -18777006.000000 Penalty: 3968.097900
	Iteration 21Q: 3 clusters Score -1.877701e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198353 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -18777040.000000 Penalty: 3968.097900
	Iteration 22Q: 3 clusters Score -1.877704e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198283 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -18777046.000000 Penalty: 3968.097900
	Iteration 23Q: 3 clusters Score -1.877705e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198207 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -18777046.000000 Penalty: 3968.097900
	Iteration 24Q: 3 clusters Score -1.877705e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198157 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -18777068.000000 Penalty: 3968.097900
	Iteration 25Q: 3 clusters Score -1.877707e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198092 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -18777070.000000 Penalty: 3968.097900
	Iteration 26Q: 3 clusters Score -1.877707e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198009 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -18777112.000000 Penalty: 3968.097900
	Iteration 27Q: 3 clusters Score -1.877711e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197936 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -18777110.000000 Penalty: 3968.097900
	Iteration 28Q: 3 clusters Score -1.877711e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197865 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -18777136.000000 Penalty: 3968.097900
	Iteration 29Q: 3 clusters Score -1.877714e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197787 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -18777150.000000 Penalty: 3968.097900
	Iteration 30Q: 3 clusters Score -1.877715e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197709 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18777186.000000 Penalty: 3968.097900
	Iteration 31Q: 3 clusters Score -1.877719e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197624 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -18777182.000000 Penalty: 3968.097900
	Iteration 32Q: 3 clusters Score -1.877718e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197538 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -18777246.000000 Penalty: 3968.097900
	Iteration 33Q: 3 clusters Score -1.877725e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197445 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -18777242.000000 Penalty: 3968.097900
	Iteration 34Q: 3 clusters Score -1.877724e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197334 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -18777324.000000 Penalty: 3968.097900
	Iteration 35Q: 3 clusters Score -1.877732e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197219 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -18777360.000000 Penalty: 3968.097900
	Iteration 36Q: 3 clusters Score -1.877736e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197110 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -18777390.000000 Penalty: 3968.097900
	Iteration 37Q: 3 clusters Score -1.877739e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197006 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -18777404.000000 Penalty: 3968.097900
	Iteration 38Q: 3 clusters Score -1.87774e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196905 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -18777440.000000 Penalty: 3968.097900
	Iteration 39Q: 3 clusters Score -1.877744e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196813 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -18777488.000000 Penalty: 3968.097900
	Iteration 40F: 3 clusters Score -1.877749e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196712 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -18777496.000000 Penalty: 3968.097900
	Iteration 41Q: 3 clusters Score -1.87775e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196597 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -18777540.000000 Penalty: 3968.097900
	Iteration 42Q: 3 clusters Score -1.877754e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196484 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -18777566.000000 Penalty: 3968.097900
	Iteration 43Q: 3 clusters Score -1.877757e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196368 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -18777550.000000 Penalty: 3968.097900
	Iteration 44Q: 3 clusters Score -1.877755e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196250 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -18777586.000000 Penalty: 3968.097900
	Iteration 45Q: 3 clusters Score -1.877759e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196139 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -18777604.000000 Penalty: 3968.097900
	Iteration 46Q: 3 clusters Score -1.87776e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196042 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -18777578.000000 Penalty: 3968.097900
	Iteration 47Q: 3 clusters Score -1.877758e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195932 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -18777558.000000 Penalty: 3968.097900
	Iteration 48Q: 3 clusters Score -1.877756e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195826 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -18777590.000000 Penalty: 3968.097900
	Iteration 49Q: 3 clusters Score -1.877759e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195725 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -18777594.000000 Penalty: 3968.097900
	Iteration 50Q: 3 clusters Score -1.877759e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195638 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -18777608.000000 Penalty: 3968.097900
	Iteration 51Q: 3 clusters Score -1.877761e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195533 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -18777624.000000 Penalty: 3968.097900
	Iteration 52Q: 3 clusters Score -1.877762e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195422 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -18777658.000000 Penalty: 3968.097900
	Iteration 53Q: 3 clusters Score -1.877766e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195330 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -18777698.000000 Penalty: 3968.097900
	Iteration 54Q: 3 clusters Score -1.87777e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195225 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -18777702.000000 Penalty: 3968.097900
	Iteration 55Q: 3 clusters Score -1.87777e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195125 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -18777714.000000 Penalty: 3968.097900
	Iteration 56Q: 3 clusters Score -1.877771e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195017 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -18777710.000000 Penalty: 3968.097900
	Iteration 57Q: 3 clusters Score -1.877771e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194896 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -18777744.000000 Penalty: 3968.097900
	Iteration 58Q: 3 clusters Score -1.877774e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194794 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -18777784.000000 Penalty: 3968.097900
	Iteration 59Q: 3 clusters Score -1.877778e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194703 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -18777802.000000 Penalty: 3968.097900
	Iteration 60F: 3 clusters Score -1.87778e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194610 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -18777792.000000 Penalty: 3968.097900
	Iteration 61Q: 3 clusters Score -1.877779e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194516 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -18777818.000000 Penalty: 3968.097900
	Iteration 62Q: 3 clusters Score -1.877782e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194424 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -18777856.000000 Penalty: 3968.097900
	Iteration 63Q: 3 clusters Score -1.877786e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194323 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -18777842.000000 Penalty: 3968.097900
	Iteration 64Q: 3 clusters Score -1.877784e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194235 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -18777848.000000 Penalty: 3968.097900
	Iteration 65Q: 3 clusters Score -1.877785e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194154 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -18777860.000000 Penalty: 3968.097900
	Iteration 66Q: 3 clusters Score -1.877786e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194077 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -18777896.000000 Penalty: 3968.097900
	Iteration 67Q: 3 clusters Score -1.87779e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193993 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -18777882.000000 Penalty: 3968.097900
	Iteration 68Q: 3 clusters Score -1.877788e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193924 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -18777868.000000 Penalty: 3968.097900
	Iteration 69Q: 3 clusters Score -1.877787e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -18777894.000000 Penalty: 3968.097900
	Iteration 70Q: 3 clusters Score -1.877789e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193785 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -18777900.000000 Penalty: 3968.097900
	Iteration 71Q: 3 clusters Score -1.87779e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193721 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -18777924.000000 Penalty: 3968.097900
	Iteration 72Q: 3 clusters Score -1.877792e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193656 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -18777950.000000 Penalty: 3968.097900
	Iteration 73Q: 3 clusters Score -1.877795e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193607 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -18777972.000000 Penalty: 3968.097900
	Iteration 74Q: 3 clusters Score -1.877797e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193572 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -18777986.000000 Penalty: 3968.097900
	Iteration 75Q: 3 clusters Score -1.877799e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193539 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -18777978.000000 Penalty: 3968.097900
	Iteration 76Q: 3 clusters Score -1.877798e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193511 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -18777984.000000 Penalty: 3968.097900
	Iteration 77Q: 3 clusters Score -1.877798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193482 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -18777982.000000 Penalty: 3968.097900
	Iteration 78Q: 3 clusters Score -1.877798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193453 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -18777990.000000 Penalty: 3968.097900
	Iteration 79Q: 3 clusters Score -1.877799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193419 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -18777996.000000 Penalty: 3968.097900
	Iteration 80F: 3 clusters Score -1.8778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193399 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -18777990.000000 Penalty: 3968.097900
	Iteration 81Q: 3 clusters Score -1.877799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193379 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -18777982.000000 Penalty: 3968.097900
	Iteration 82Q: 3 clusters Score -1.877798e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193349 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -18777978.000000 Penalty: 3968.097900
	Iteration 83Q: 3 clusters Score -1.877798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193328 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -18777964.000000 Penalty: 3968.097900
	Iteration 84Q: 3 clusters Score -1.877796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193309 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -18777962.000000 Penalty: 3968.097900
	Iteration 85Q: 3 clusters Score -1.877796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193285 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -18777944.000000 Penalty: 3968.097900
	Iteration 86Q: 3 clusters Score -1.877794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193264 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -18777958.000000 Penalty: 3968.097900
	Iteration 87Q: 3 clusters Score -1.877796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193238 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -18777948.000000 Penalty: 3968.097900
	Iteration 88Q: 3 clusters Score -1.877795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193204 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -18777974.000000 Penalty: 3968.097900
	Iteration 89Q: 3 clusters Score -1.877797e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193173 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -18777960.000000 Penalty: 3968.097900
	Iteration 90Q: 3 clusters Score -1.877796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193141 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -18777956.000000 Penalty: 3968.097900
	Iteration 91Q: 3 clusters Score -1.877796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193105 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -18777966.000000 Penalty: 3968.097900
	Iteration 92Q: 3 clusters Score -1.877797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193081 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -18777976.000000 Penalty: 3968.097900
	Iteration 93Q: 3 clusters Score -1.877798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193062 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -18777976.000000 Penalty: 3968.097900
	Iteration 94Q: 3 clusters Score -1.877798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193045 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -18777980.000000 Penalty: 3968.097900
	Iteration 95Q: 3 clusters Score -1.877798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193026 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -18777988.000000 Penalty: 3968.097900
	Iteration 96Q: 3 clusters Score -1.877799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193015 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -18778004.000000 Penalty: 3968.097900
	Iteration 97Q: 3 clusters Score -1.8778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192998 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -18777998.000000 Penalty: 3968.097900
	Iteration 98Q: 3 clusters Score -1.8778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192983 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -18777988.000000 Penalty: 3968.097900
	Iteration 99Q: 3 clusters Score -1.877799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192970 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -18778002.000000 Penalty: 3968.097900
	Iteration 100F: 3 clusters Score -1.8778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192959 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -18778004.000000 Penalty: 3968.097900
	Iteration 101Q: 3 clusters Score -1.8778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192953 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -18778008.000000 Penalty: 3968.097900
	Iteration 102Q: 3 clusters Score -1.877801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192951 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -18778006.000000 Penalty: 3968.097900
	Iteration 103Q: 3 clusters Score -1.877801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192948 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -18778010.000000 Penalty: 3968.097900
	Iteration 104Q: 3 clusters Score -1.877801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192943 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -18778002.000000 Penalty: 3968.097900
	Iteration 105Q: 3 clusters Score -1.8778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192939 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -18778002.000000 Penalty: 3968.097900
	Iteration 106Q: 3 clusters Score -1.8778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192937 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -18777988.000000 Penalty: 3968.097900
	Iteration 107Q: 3 clusters Score -1.877799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192935 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -18778000.000000 Penalty: 3968.097900
	Iteration 108Q: 3 clusters Score -1.8778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192932 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -18778002.000000 Penalty: 3968.097900
	Iteration 109Q: 3 clusters Score -1.8778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192925 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -18778014.000000 Penalty: 3968.097900
	Iteration 110Q: 3 clusters Score -1.877801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192918 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -18778002.000000 Penalty: 3968.097900
	Iteration 111Q: 3 clusters Score -1.8778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192910 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -18778010.000000 Penalty: 3968.097900
	Iteration 112Q: 3 clusters Score -1.877801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192900 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -18778020.000000 Penalty: 3968.097900
	Iteration 113Q: 3 clusters Score -1.877802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192887 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -18778040.000000 Penalty: 3968.097900
	Iteration 114Q: 3 clusters Score -1.877804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192870 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -18778044.000000 Penalty: 3968.097900
	Iteration 115Q: 3 clusters Score -1.877804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192859 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -18778030.000000 Penalty: 3968.097900
	Iteration 116Q: 3 clusters Score -1.877803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192847 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -18778034.000000 Penalty: 3968.097900
	Iteration 117Q: 3 clusters Score -1.877803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -18778032.000000 Penalty: 3968.097900
	Iteration 118Q: 3 clusters Score -1.877803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -18778042.000000 Penalty: 3968.097900
	Iteration 119Q: 3 clusters Score -1.877804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192834 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -18778032.000000 Penalty: 3968.097900
	Iteration 120F: 3 clusters Score -1.877803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192831 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -18778044.000000 Penalty: 3968.097900
	Iteration 121Q: 3 clusters Score -1.877804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192829 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -18778038.000000 Penalty: 3968.097900
	Iteration 122Q: 3 clusters Score -1.877804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192823 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -18778038.000000 Penalty: 3968.097900
	Iteration 123Q: 3 clusters Score -1.877804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192818 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -18778036.000000 Penalty: 3968.097900
	Iteration 124Q: 3 clusters Score -1.877804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192815 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -18778040.000000 Penalty: 3968.097900
	Iteration 125Q: 3 clusters Score -1.877804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192806 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -18778040.000000 Penalty: 3968.097900
	Iteration 126Q: 3 clusters Score -1.877804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192800 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -18778038.000000 Penalty: 3968.097900
	Iteration 127Q: 3 clusters Score -1.877804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192787 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -18778038.000000 Penalty: 3968.097900
	Iteration 128Q: 3 clusters Score -1.877804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192785 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -18778036.000000 Penalty: 3968.097900
	Iteration 129Q: 3 clusters Score -1.877804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -18778044.000000 Penalty: 3968.097900
	Iteration 130Q: 3 clusters Score -1.877804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192777 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -18778042.000000 Penalty: 3968.097900
	Iteration 131Q: 3 clusters Score -1.877804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192774 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -18778044.000000 Penalty: 3968.097900
	Iteration 132Q: 3 clusters Score -1.877804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192771 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -18778044.000000 Penalty: 3968.097900
	Iteration 133Q: 3 clusters Score -1.877804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192769 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -18778052.000000 Penalty: 3968.097900
	Iteration 134Q: 3 clusters Score -1.877805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192763 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -18778036.000000 Penalty: 3968.097900
	Iteration 135Q: 3 clusters Score -1.877804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192756 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -18778040.000000 Penalty: 3968.097900
	Iteration 136Q: 3 clusters Score -1.877804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -18778036.000000 Penalty: 3968.097900
	Iteration 137Q: 3 clusters Score -1.877804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192750 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -18778042.000000 Penalty: 3968.097900
	Iteration 138Q: 3 clusters Score -1.877804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192746 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -18778052.000000 Penalty: 3968.097900
	Iteration 139Q: 3 clusters Score -1.877805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192744 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -18778046.000000 Penalty: 3968.097900
	Iteration 140F: 3 clusters Score -1.877805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 40334 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 50485 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 192744 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 172518 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 4178 members 
Entering Unmasked Estep 
Score: -51547568.000000 Penalty: 45269.484375
Splitting cluster 11 changes total score from -51545600.000000 to -51547568.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (16077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Entering Unmasked Estep 
Score: -1417830.500000 Penalty: 1573.836182
	Iteration 0F: 2 clusters Score -1417830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1406768.500000 Penalty: 3147.672363
	Iteration 0F: 3 clusters Score -1406768 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1411026.000000 Penalty: 3147.672363
	Iteration 1F: 3 clusters Score -1411026 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1411690.250000 Penalty: 3147.672363
	Iteration 2F: 3 clusters Score -1411690 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1412376.000000 Penalty: 3147.672363
	Iteration 3F: 3 clusters Score -1412376 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1413095.375000 Penalty: 3147.672363
	Iteration 4F: 3 clusters Score -1413095 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1413806.875000 Penalty: 3147.672363
	Iteration 5F: 3 clusters Score -1413807 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1414434.500000 Penalty: 3147.672363
	Iteration 6F: 3 clusters Score -1414434 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1415026.625000 Penalty: 3147.672363
	Iteration 7F: 3 clusters Score -1415027 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1415485.625000 Penalty: 3147.672363
	Iteration 8Q: 3 clusters Score -1415486 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1415848.500000 Penalty: 3147.672363
	Iteration 9Q: 3 clusters Score -1415848 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1416048.875000 Penalty: 3147.672363
	Iteration 10Q: 3 clusters Score -1416049 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1416173.500000 Penalty: 3147.672363
	Iteration 11Q: 3 clusters Score -1416174 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1416270.125000 Penalty: 3147.672363
	Iteration 12Q: 3 clusters Score -1416270 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1416350.375000 Penalty: 3147.672363
	Iteration 13Q: 3 clusters Score -1416350 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1416427.500000 Penalty: 3147.672363
	Iteration 14Q: 3 clusters Score -1416428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1416487.875000 Penalty: 3147.672363
	Iteration 15Q: 3 clusters Score -1416488 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1416541.750000 Penalty: 3147.672363
	Iteration 16Q: 3 clusters Score -1416542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1416588.375000 Penalty: 3147.672363
	Iteration 17Q: 3 clusters Score -1416588 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1416622.000000 Penalty: 3147.672363
	Iteration 18Q: 3 clusters Score -1416622 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1416665.000000 Penalty: 3147.672363
	Iteration 19Q: 3 clusters Score -1416665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1416710.875000 Penalty: 3147.672363
	Iteration 20F: 3 clusters Score -1416711 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1416762.875000 Penalty: 3147.672363
	Iteration 21Q: 3 clusters Score -1416763 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1416820.750000 Penalty: 3147.672363
	Iteration 22Q: 3 clusters Score -1416821 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1416881.750000 Penalty: 3147.672363
	Iteration 23Q: 3 clusters Score -1416882 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1416930.625000 Penalty: 3147.672363
	Iteration 24Q: 3 clusters Score -1416931 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1416983.250000 Penalty: 3147.672363
	Iteration 25Q: 3 clusters Score -1416983 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1417031.375000 Penalty: 3147.672363
	Iteration 26Q: 3 clusters Score -1417031 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1417078.875000 Penalty: 3147.672363
	Iteration 27Q: 3 clusters Score -1417079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1417131.875000 Penalty: 3147.672363
	Iteration 28Q: 3 clusters Score -1417132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1417188.125000 Penalty: 3147.672363
	Iteration 29Q: 3 clusters Score -1417188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1417232.125000 Penalty: 3147.672363
	Iteration 30Q: 3 clusters Score -1417232 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1417268.750000 Penalty: 3147.672363
	Iteration 31Q: 3 clusters Score -1417269 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1417296.125000 Penalty: 3147.672363
	Iteration 32Q: 3 clusters Score -1417296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1417330.625000 Penalty: 3147.672363
	Iteration 33Q: 3 clusters Score -1417331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1417349.375000 Penalty: 3147.672363
	Iteration 34Q: 3 clusters Score -1417349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1417358.000000 Penalty: 3147.672363
	Iteration 35Q: 3 clusters Score -1417358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1417368.250000 Penalty: 3147.672363
	Iteration 36Q: 3 clusters Score -1417368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1417377.250000 Penalty: 3147.672363
	Iteration 37Q: 3 clusters Score -1417377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1417384.125000 Penalty: 3147.672363
	Iteration 38Q: 3 clusters Score -1417384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1417394.375000 Penalty: 3147.672363
	Iteration 39Q: 3 clusters Score -1417394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1417394.750000 Penalty: 3147.672363
	Iteration 40F: 3 clusters Score -1417395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1417399.125000 Penalty: 3147.672363
	Iteration 41Q: 3 clusters Score -1417399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1417397.625000 Penalty: 3147.672363
	Iteration 42Q: 3 clusters Score -1417398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1417402.375000 Penalty: 3147.672363
	Iteration 43Q: 3 clusters Score -1417402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1417407.000000 Penalty: 3147.672363
	Iteration 44Q: 3 clusters Score -1417407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1417404.875000 Penalty: 3147.672363
	Iteration 45Q: 3 clusters Score -1417405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1417412.375000 Penalty: 3147.672363
	Iteration 46Q: 3 clusters Score -1417412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1417414.250000 Penalty: 3147.672363
	Iteration 47Q: 3 clusters Score -1417414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1417420.000000 Penalty: 3147.672363
	Iteration 48Q: 3 clusters Score -1417420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1417424.375000 Penalty: 3147.672363
	Iteration 49Q: 3 clusters Score -1417424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1417428.000000 Penalty: 3147.672363
	Iteration 50Q: 3 clusters Score -1417428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1417429.000000 Penalty: 3147.672363
	Iteration 51Q: 3 clusters Score -1417429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1417431.375000 Penalty: 3147.672363
	Iteration 52Q: 3 clusters Score -1417431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1417433.125000 Penalty: 3147.672363
	Iteration 53Q: 3 clusters Score -1417433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1417434.125000 Penalty: 3147.672363
	Iteration 54Q: 3 clusters Score -1417434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1417437.750000 Penalty: 3147.672363
	Iteration 55Q: 3 clusters Score -1417438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1417436.250000 Penalty: 3147.672363
	Iteration 56Q: 3 clusters Score -1417436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1417435.125000 Penalty: 3147.672363
	Iteration 57Q: 3 clusters Score -1417435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1417436.625000 Penalty: 3147.672363
	Iteration 58Q: 3 clusters Score -1417437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1417438.375000 Penalty: 3147.672363
	Iteration 59Q: 3 clusters Score -1417438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1417439.125000 Penalty: 3147.672363
	Iteration 60F: 3 clusters Score -1417439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1417441.000000 Penalty: 3147.672363
	Iteration 61Q: 3 clusters Score -1417441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1417440.875000 Penalty: 3147.672363
	Iteration 62Q: 3 clusters Score -1417441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1417444.750000 Penalty: 3147.672363
	Iteration 63Q: 3 clusters Score -1417445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1417445.250000 Penalty: 3147.672363
	Iteration 64Q: 3 clusters Score -1417445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1417445.875000 Penalty: 3147.672363
	Iteration 65Q: 3 clusters Score -1417446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1417448.000000 Penalty: 3147.672363
	Iteration 66Q: 3 clusters Score -1417448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1417449.375000 Penalty: 3147.672363
	Iteration 67Q: 3 clusters Score -1417449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1417449.125000 Penalty: 3147.672363
	Iteration 68Q: 3 clusters Score -1417449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1417449.125000 Penalty: 3147.672363
	Iteration 69F: 3 clusters Score -1417449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Entering Unmasked Estep 
Score: -1304178.500000 Penalty: 1550.775635
	Iteration 0F: 2 clusters Score -1304178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1294533.375000 Penalty: 3101.551270
	Iteration 0F: 3 clusters Score -1294533 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1297974.125000 Penalty: 3101.551270
	Iteration 1F: 3 clusters Score -1297974 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1298467.625000 Penalty: 3101.551270
	Iteration 2F: 3 clusters Score -1298468 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1299078.750000 Penalty: 3101.551270
	Iteration 3F: 3 clusters Score -1299079 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1300096.875000 Penalty: 3101.551270
	Iteration 4F: 3 clusters Score -1300097 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1301591.750000 Penalty: 3101.551270
	Iteration 5F: 3 clusters Score -1301592 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1302825.125000 Penalty: 3101.551270
	Iteration 6F: 3 clusters Score -1302825 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1303538.625000 Penalty: 3101.551270
	Iteration 7F: 3 clusters Score -1303539 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1303977.875000 Penalty: 3101.551270
	Iteration 8Q: 3 clusters Score -1303978 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1304258.875000 Penalty: 3101.551270
	Iteration 9Q: 3 clusters Score -1304259 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1304482.375000 Penalty: 3101.551270
	Iteration 10Q: 3 clusters Score -1304482 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1304657.500000 Penalty: 3101.551270
	Iteration 11Q: 3 clusters Score -1304658 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1304764.250000 Penalty: 3101.551270
	Iteration 12Q: 3 clusters Score -1304764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1304847.000000 Penalty: 3101.551270
	Iteration 13Q: 3 clusters Score -1304847 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1304916.000000 Penalty: 3101.551270
	Iteration 14Q: 3 clusters Score -1304916 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1304973.750000 Penalty: 3101.551270
	Iteration 15Q: 3 clusters Score -1304974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1305035.750000 Penalty: 3101.551270
	Iteration 16Q: 3 clusters Score -1305036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1305071.500000 Penalty: 3101.551270
	Iteration 17Q: 3 clusters Score -1305072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1305094.250000 Penalty: 3101.551270
	Iteration 18Q: 3 clusters Score -1305094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1305114.500000 Penalty: 3101.551270
	Iteration 19Q: 3 clusters Score -1305114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1305125.500000 Penalty: 3101.551270
	Iteration 20F: 3 clusters Score -1305126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1305141.250000 Penalty: 3101.551270
	Iteration 21Q: 3 clusters Score -1305141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1305149.375000 Penalty: 3101.551270
	Iteration 22Q: 3 clusters Score -1305149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1305152.000000 Penalty: 3101.551270
	Iteration 23Q: 3 clusters Score -1305152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1305155.125000 Penalty: 3101.551270
	Iteration 24Q: 3 clusters Score -1305155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1305157.375000 Penalty: 3101.551270
	Iteration 25Q: 3 clusters Score -1305157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1305159.750000 Penalty: 3101.551270
	Iteration 26Q: 3 clusters Score -1305160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1305164.125000 Penalty: 3101.551270
	Iteration 27Q: 3 clusters Score -1305164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1305171.125000 Penalty: 3101.551270
	Iteration 28Q: 3 clusters Score -1305171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1305176.125000 Penalty: 3101.551270
	Iteration 29Q: 3 clusters Score -1305176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1305179.250000 Penalty: 3101.551270
	Iteration 30Q: 3 clusters Score -1305179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1305179.375000 Penalty: 3101.551270
	Iteration 31Q: 3 clusters Score -1305179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1305179.125000 Penalty: 3101.551270
	Iteration 32Q: 3 clusters Score -1305179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1305178.750000 Penalty: 3101.551270
	Iteration 33Q: 3 clusters Score -1305179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1305178.750000 Penalty: 3101.551270
	Iteration 34F: 3 clusters Score -1305179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 40334 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 50485 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 192744 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 7065 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 172518 members 
Mstep: Class 18 contains 12490 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 4178 members 
Entering Unmasked Estep 
Score: -51547964.000000 Penalty: 47425.175781
Splitting cluster 13 changes total score from -51545600.000000 to -51547964.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 14 (4866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Entering Unmasked Estep 
Score: -404591.531250 Penalty: 1379.629517
	Iteration 0F: 2 clusters Score -404591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -400712.281250 Penalty: 2759.259033
	Iteration 0F: 3 clusters Score -400712.3 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -401666.031250 Penalty: 2759.259033
	Iteration 1F: 3 clusters Score -401666 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -401842.125000 Penalty: 2759.259033
	Iteration 2F: 3 clusters Score -401842.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -401963.687500 Penalty: 2759.259033
	Iteration 3F: 3 clusters Score -401963.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -402047.031250 Penalty: 2759.259033
	Iteration 4Q: 3 clusters Score -402047 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -402139.187500 Penalty: 2759.259033
	Iteration 5Q: 3 clusters Score -402139.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -402224.906250 Penalty: 2759.259033
	Iteration 6Q: 3 clusters Score -402224.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -402308.968750 Penalty: 2759.259033
	Iteration 7Q: 3 clusters Score -402309 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -402393.156250 Penalty: 2759.259033
	Iteration 8Q: 3 clusters Score -402393.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -402468.968750 Penalty: 2759.259033
	Iteration 9Q: 3 clusters Score -402469 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -402538.312500 Penalty: 2759.259033
	Iteration 10Q: 3 clusters Score -402538.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -402620.031250 Penalty: 2759.259033
	Iteration 11Q: 3 clusters Score -402620 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -402704.406250 Penalty: 2759.259033
	Iteration 12Q: 3 clusters Score -402704.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -402779.968750 Penalty: 2759.259033
	Iteration 13Q: 3 clusters Score -402780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -402855.343750 Penalty: 2759.259033
	Iteration 14Q: 3 clusters Score -402855.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -402928.531250 Penalty: 2759.259033
	Iteration 15Q: 3 clusters Score -402928.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -402991.312500 Penalty: 2759.259033
	Iteration 16Q: 3 clusters Score -402991.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -403050.062500 Penalty: 2759.259033
	Iteration 17Q: 3 clusters Score -403050.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -403111.312500 Penalty: 2759.259033
	Iteration 18Q: 3 clusters Score -403111.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -403153.906250 Penalty: 2759.259033
	Iteration 19Q: 3 clusters Score -403153.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -403193.843750 Penalty: 2759.259033
	Iteration 20F: 3 clusters Score -403193.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -403223.968750 Penalty: 2759.259033
	Iteration 21Q: 3 clusters Score -403224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -403257.406250 Penalty: 2759.259033
	Iteration 22Q: 3 clusters Score -403257.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -403273.875000 Penalty: 2759.259033
	Iteration 23Q: 3 clusters Score -403273.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -403286.875000 Penalty: 2759.259033
	Iteration 24Q: 3 clusters Score -403286.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -403307.781250 Penalty: 2759.259033
	Iteration 25Q: 3 clusters Score -403307.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -403336.500000 Penalty: 2759.259033
	Iteration 26Q: 3 clusters Score -403336.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -403363.468750 Penalty: 2759.259033
	Iteration 27Q: 3 clusters Score -403363.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -403384.906250 Penalty: 2759.259033
	Iteration 28Q: 3 clusters Score -403384.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -403397.375000 Penalty: 2759.259033
	Iteration 29Q: 3 clusters Score -403397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -403405.437500 Penalty: 2759.259033
	Iteration 30Q: 3 clusters Score -403405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -403415.875000 Penalty: 2759.259033
	Iteration 31Q: 3 clusters Score -403415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -403426.437500 Penalty: 2759.259033
	Iteration 32Q: 3 clusters Score -403426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -403433.906250 Penalty: 2759.259033
	Iteration 33Q: 3 clusters Score -403433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -403444.593750 Penalty: 2759.259033
	Iteration 34Q: 3 clusters Score -403444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -403452.281250 Penalty: 2759.259033
	Iteration 35Q: 3 clusters Score -403452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -403454.968750 Penalty: 2759.259033
	Iteration 36Q: 3 clusters Score -403455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -403459.156250 Penalty: 2759.259033
	Iteration 37Q: 3 clusters Score -403459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -403460.187500 Penalty: 2759.259033
	Iteration 38Q: 3 clusters Score -403460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -403468.187500 Penalty: 2759.259033
	Iteration 39Q: 3 clusters Score -403468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -403471.281250 Penalty: 2759.259033
	Iteration 40F: 3 clusters Score -403471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -403474.812500 Penalty: 2759.259033
	Iteration 41Q: 3 clusters Score -403474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -403476.312500 Penalty: 2759.259033
	Iteration 42Q: 3 clusters Score -403476.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -403477.937500 Penalty: 2759.259033
	Iteration 43Q: 3 clusters Score -403477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -403480.156250 Penalty: 2759.259033
	Iteration 44Q: 3 clusters Score -403480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -403483.656250 Penalty: 2759.259033
	Iteration 45Q: 3 clusters Score -403483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -403485.187500 Penalty: 2759.259033
	Iteration 46Q: 3 clusters Score -403485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -403485.875000 Penalty: 2759.259033
	Iteration 47Q: 3 clusters Score -403485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -403486.812500 Penalty: 2759.259033
	Iteration 48Q: 3 clusters Score -403486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -403486.812500 Penalty: 2759.259033
	Iteration 49F: 3 clusters Score -403486.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Entering Unmasked Estep 
Score: -594749.562500 Penalty: 1440.222656
	Iteration 0F: 2 clusters Score -594749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -589469.375000 Penalty: 2880.445312
	Iteration 0F: 3 clusters Score -589469.4 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -591641.562500 Penalty: 2880.445312
	Iteration 1F: 3 clusters Score -591641.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -592885.500000 Penalty: 2880.445312
	Iteration 2F: 3 clusters Score -592885.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -594247.437500 Penalty: 2880.445312
	Iteration 3F: 3 clusters Score -594247.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -595084.312500 Penalty: 2880.445312
	Iteration 4F: 3 clusters Score -595084.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -595549.187500 Penalty: 2880.445312
	Iteration 5F: 3 clusters Score -595549.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -595858.562500 Penalty: 2880.445312
	Iteration 6Q: 3 clusters Score -595858.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -596056.750000 Penalty: 2880.445312
	Iteration 7Q: 3 clusters Score -596056.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -596168.875000 Penalty: 2880.445312
	Iteration 8Q: 3 clusters Score -596168.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -596256.312500 Penalty: 2880.445312
	Iteration 9Q: 3 clusters Score -596256.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -596304.750000 Penalty: 2880.445312
	Iteration 10Q: 3 clusters Score -596304.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -596330.750000 Penalty: 2880.445312
	Iteration 11Q: 3 clusters Score -596330.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -596344.062500 Penalty: 2880.445312
	Iteration 12Q: 3 clusters Score -596344.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -596359.500000 Penalty: 2880.445312
	Iteration 13Q: 3 clusters Score -596359.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -596369.625000 Penalty: 2880.445312
	Iteration 14Q: 3 clusters Score -596369.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -596374.625000 Penalty: 2880.445312
	Iteration 15Q: 3 clusters Score -596374.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -596379.625000 Penalty: 2880.445312
	Iteration 16Q: 3 clusters Score -596379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -596381.687500 Penalty: 2880.445312
	Iteration 17Q: 3 clusters Score -596381.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -596382.000000 Penalty: 2880.445312
	Iteration 18Q: 3 clusters Score -596382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -596383.875000 Penalty: 2880.445312
	Iteration 19Q: 3 clusters Score -596383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -596384.812500 Penalty: 2880.445312
	Iteration 20F: 3 clusters Score -596384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -596384.937500 Penalty: 2880.445312
	Iteration 21Q: 3 clusters Score -596384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -596385.125000 Penalty: 2880.445312
	Iteration 22Q: 3 clusters Score -596385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -596385.062500 Penalty: 2880.445312
	Iteration 23Q: 3 clusters Score -596385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -596384.687500 Penalty: 2880.445312
	Iteration 24Q: 3 clusters Score -596384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -596384.437500 Penalty: 2880.445312
	Iteration 25Q: 3 clusters Score -596384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -596385.125000 Penalty: 2880.445312
	Iteration 26Q: 3 clusters Score -596385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -596385.687500 Penalty: 2880.445312
	Iteration 27Q: 3 clusters Score -596385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -596384.062500 Penalty: 2880.445312
	Iteration 28Q: 3 clusters Score -596384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -596384.875000 Penalty: 2880.445312
	Iteration 29Q: 3 clusters Score -596384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -596384.750000 Penalty: 2880.445312
	Iteration 30Q: 3 clusters Score -596384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -596385.750000 Penalty: 2880.445312
	Iteration 31Q: 3 clusters Score -596385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -596385.812500 Penalty: 2880.445312
	Iteration 32Q: 3 clusters Score -596385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -596385.812500 Penalty: 2880.445312
	Iteration 33F: 3 clusters Score -596385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 40334 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 50485 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 192744 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 4104 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 172518 members 
Mstep: Class 18 contains 12490 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2961 members 
Entering Unmasked Estep 
Score: -51549000.000000 Penalty: 49580.863281
Splitting cluster 15 changes total score from -51545600.000000 to -51549000.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (9418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Entering Unmasked Estep 
Score: -853902.187500 Penalty: 1486.936401
	Iteration 0F: 2 clusters Score -853902.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -847142.937500 Penalty: 2973.872803
	Iteration 0F: 3 clusters Score -847142.9 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -849281.812500 Penalty: 2973.872803
	Iteration 1F: 3 clusters Score -849281.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -849600.000000 Penalty: 2973.872803
	Iteration 2F: 3 clusters Score -849600 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -849935.750000 Penalty: 2973.872803
	Iteration 3F: 3 clusters Score -849935.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -850265.500000 Penalty: 2973.872803
	Iteration 4F: 3 clusters Score -850265.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -850591.562500 Penalty: 2973.872803
	Iteration 5F: 3 clusters Score -850591.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -850933.437500 Penalty: 2973.872803
	Iteration 6F: 3 clusters Score -850933.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -851292.875000 Penalty: 2973.872803
	Iteration 7Q: 3 clusters Score -851292.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -851605.437500 Penalty: 2973.872803
	Iteration 8Q: 3 clusters Score -851605.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -851823.812500 Penalty: 2973.872803
	Iteration 9Q: 3 clusters Score -851823.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -851982.687500 Penalty: 2973.872803
	Iteration 10Q: 3 clusters Score -851982.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -852110.875000 Penalty: 2973.872803
	Iteration 11Q: 3 clusters Score -852110.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -852192.937500 Penalty: 2973.872803
	Iteration 12Q: 3 clusters Score -852192.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -852257.875000 Penalty: 2973.872803
	Iteration 13Q: 3 clusters Score -852257.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -852318.437500 Penalty: 2973.872803
	Iteration 14Q: 3 clusters Score -852318.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -852359.937500 Penalty: 2973.872803
	Iteration 15Q: 3 clusters Score -852359.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -852398.812500 Penalty: 2973.872803
	Iteration 16Q: 3 clusters Score -852398.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -852436.937500 Penalty: 2973.872803
	Iteration 17Q: 3 clusters Score -852436.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -852466.250000 Penalty: 2973.872803
	Iteration 18Q: 3 clusters Score -852466.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -852490.437500 Penalty: 2973.872803
	Iteration 19Q: 3 clusters Score -852490.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -852512.875000 Penalty: 2973.872803
	Iteration 20F: 3 clusters Score -852512.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -852528.500000 Penalty: 2973.872803
	Iteration 21Q: 3 clusters Score -852528.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -852554.250000 Penalty: 2973.872803
	Iteration 22Q: 3 clusters Score -852554.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -852575.375000 Penalty: 2973.872803
	Iteration 23Q: 3 clusters Score -852575.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -852589.812500 Penalty: 2973.872803
	Iteration 24Q: 3 clusters Score -852589.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -852601.312500 Penalty: 2973.872803
	Iteration 25Q: 3 clusters Score -852601.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -852615.062500 Penalty: 2973.872803
	Iteration 26Q: 3 clusters Score -852615.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -852634.375000 Penalty: 2973.872803
	Iteration 27Q: 3 clusters Score -852634.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -852649.500000 Penalty: 2973.872803
	Iteration 28Q: 3 clusters Score -852649.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -852659.875000 Penalty: 2973.872803
	Iteration 29Q: 3 clusters Score -852659.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -852668.875000 Penalty: 2973.872803
	Iteration 30Q: 3 clusters Score -852668.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -852677.125000 Penalty: 2973.872803
	Iteration 31Q: 3 clusters Score -852677.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -852688.250000 Penalty: 2973.872803
	Iteration 32Q: 3 clusters Score -852688.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -852701.000000 Penalty: 2973.872803
	Iteration 33Q: 3 clusters Score -852701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -852710.687500 Penalty: 2973.872803
	Iteration 34Q: 3 clusters Score -852710.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -852715.375000 Penalty: 2973.872803
	Iteration 35Q: 3 clusters Score -852715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -852721.562500 Penalty: 2973.872803
	Iteration 36Q: 3 clusters Score -852721.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -852731.375000 Penalty: 2973.872803
	Iteration 37Q: 3 clusters Score -852731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -852736.312500 Penalty: 2973.872803
	Iteration 38Q: 3 clusters Score -852736.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -852740.562500 Penalty: 2973.872803
	Iteration 39Q: 3 clusters Score -852740.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -852749.000000 Penalty: 2973.872803
	Iteration 40F: 3 clusters Score -852749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -852759.500000 Penalty: 2973.872803
	Iteration 41Q: 3 clusters Score -852759.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -852767.375000 Penalty: 2973.872803
	Iteration 42Q: 3 clusters Score -852767.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -852774.437500 Penalty: 2973.872803
	Iteration 43Q: 3 clusters Score -852774.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -852783.750000 Penalty: 2973.872803
	Iteration 44Q: 3 clusters Score -852783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -852785.875000 Penalty: 2973.872803
	Iteration 45Q: 3 clusters Score -852785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -852789.125000 Penalty: 2973.872803
	Iteration 46Q: 3 clusters Score -852789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -852795.500000 Penalty: 2973.872803
	Iteration 47Q: 3 clusters Score -852795.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -852799.500000 Penalty: 2973.872803
	Iteration 48Q: 3 clusters Score -852799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -852802.312500 Penalty: 2973.872803
	Iteration 49Q: 3 clusters Score -852802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -852806.250000 Penalty: 2973.872803
	Iteration 50Q: 3 clusters Score -852806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -852808.375000 Penalty: 2973.872803
	Iteration 51Q: 3 clusters Score -852808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -852811.812500 Penalty: 2973.872803
	Iteration 52Q: 3 clusters Score -852811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -852813.687500 Penalty: 2973.872803
	Iteration 53Q: 3 clusters Score -852813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -852818.437500 Penalty: 2973.872803
	Iteration 54Q: 3 clusters Score -852818.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -852823.625000 Penalty: 2973.872803
	Iteration 55Q: 3 clusters Score -852823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -852831.000000 Penalty: 2973.872803
	Iteration 56Q: 3 clusters Score -852831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -852837.500000 Penalty: 2973.872803
	Iteration 57Q: 3 clusters Score -852837.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -852846.062500 Penalty: 2973.872803
	Iteration 58Q: 3 clusters Score -852846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -852851.937500 Penalty: 2973.872803
	Iteration 59Q: 3 clusters Score -852851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -852855.187500 Penalty: 2973.872803
	Iteration 60F: 3 clusters Score -852855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -852857.375000 Penalty: 2973.872803
	Iteration 61Q: 3 clusters Score -852857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -852857.937500 Penalty: 2973.872803
	Iteration 62Q: 3 clusters Score -852857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -852860.375000 Penalty: 2973.872803
	Iteration 63Q: 3 clusters Score -852860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -852861.187500 Penalty: 2973.872803
	Iteration 64Q: 3 clusters Score -852861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -852860.937500 Penalty: 2973.872803
	Iteration 65Q: 3 clusters Score -852860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -852862.437500 Penalty: 2973.872803
	Iteration 66Q: 3 clusters Score -852862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -852863.687500 Penalty: 2973.872803
	Iteration 67Q: 3 clusters Score -852863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -852863.875000 Penalty: 2973.872803
	Iteration 68Q: 3 clusters Score -852863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -852867.125000 Penalty: 2973.872803
	Iteration 69Q: 3 clusters Score -852867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -852869.125000 Penalty: 2973.872803
	Iteration 70Q: 3 clusters Score -852869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -852870.750000 Penalty: 2973.872803
	Iteration 71Q: 3 clusters Score -852870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -852871.312500 Penalty: 2973.872803
	Iteration 72Q: 3 clusters Score -852871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -852871.312500 Penalty: 2973.872803
	Iteration 73F: 3 clusters Score -852871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (172518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Entering Unmasked Estep 
Score: -15405655.000000 Penalty: 1959.466797
	Iteration 0F: 2 clusters Score -1.540566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
Score: -15289956.000000 Penalty: 3918.933594
	Iteration 0F: 3 clusters Score -1.528996e+07 nChanged 83300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -15339193.000000 Penalty: 3918.933594
	Iteration 1F: 3 clusters Score -1.533919e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -15340639.000000 Penalty: 3918.933594
	Iteration 2Q: 3 clusters Score -1.534064e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -15343056.000000 Penalty: 3918.933594
	Iteration 3Q: 3 clusters Score -1.534306e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97299 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -15346766.000000 Penalty: 3918.933594
	Iteration 4Q: 3 clusters Score -1.534677e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -15352300.000000 Penalty: 3918.933594
	Iteration 5F: 3 clusters Score -1.53523e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -15359571.000000 Penalty: 3918.933594
	Iteration 6F: 3 clusters Score -1.535957e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120228 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -15367329.000000 Penalty: 3918.933594
	Iteration 7F: 3 clusters Score -1.536733e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129379 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -15375068.000000 Penalty: 3918.933594
	Iteration 8F: 3 clusters Score -1.537507e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138025 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -15382100.000000 Penalty: 3918.933594
	Iteration 9F: 3 clusters Score -1.53821e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145386 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -15388007.000000 Penalty: 3918.933594
	Iteration 10Q: 3 clusters Score -1.538801e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151136 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -15392692.000000 Penalty: 3918.933594
	Iteration 11Q: 3 clusters Score -1.539269e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -15396214.000000 Penalty: 3918.933594
	Iteration 12Q: 3 clusters Score -1.539621e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158812 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -15398754.000000 Penalty: 3918.933594
	Iteration 13Q: 3 clusters Score -1.539875e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161327 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -15400568.000000 Penalty: 3918.933594
	Iteration 14Q: 3 clusters Score -1.540057e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163217 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -15401808.000000 Penalty: 3918.933594
	Iteration 15Q: 3 clusters Score -1.540181e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164688 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -15402676.000000 Penalty: 3918.933594
	Iteration 16Q: 3 clusters Score -1.540268e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -15403317.000000 Penalty: 3918.933594
	Iteration 17Q: 3 clusters Score -1.540332e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -15403798.000000 Penalty: 3918.933594
	Iteration 18Q: 3 clusters Score -1.54038e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167235 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -15404053.000000 Penalty: 3918.933594
	Iteration 19Q: 3 clusters Score -1.540405e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167729 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -15404311.000000 Penalty: 3918.933594
	Iteration 20F: 3 clusters Score -1.540431e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168125 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -15404405.000000 Penalty: 3918.933594
	Iteration 21Q: 3 clusters Score -1.54044e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168424 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -15404489.000000 Penalty: 3918.933594
	Iteration 22Q: 3 clusters Score -1.540449e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -15404579.000000 Penalty: 3918.933594
	Iteration 23Q: 3 clusters Score -1.540458e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -15404591.000000 Penalty: 3918.933594
	Iteration 24Q: 3 clusters Score -1.540459e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168988 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -15404629.000000 Penalty: 3918.933594
	Iteration 25Q: 3 clusters Score -1.540463e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169126 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -15404683.000000 Penalty: 3918.933594
	Iteration 26Q: 3 clusters Score -1.540468e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169226 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -15404705.000000 Penalty: 3918.933594
	Iteration 27Q: 3 clusters Score -1.54047e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -15404712.000000 Penalty: 3918.933594
	Iteration 28Q: 3 clusters Score -1.540471e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169396 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -15404741.000000 Penalty: 3918.933594
	Iteration 29Q: 3 clusters Score -1.540474e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169463 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -15404786.000000 Penalty: 3918.933594
	Iteration 30Q: 3 clusters Score -1.540479e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -15404798.000000 Penalty: 3918.933594
	Iteration 31Q: 3 clusters Score -1.54048e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -15404811.000000 Penalty: 3918.933594
	Iteration 32Q: 3 clusters Score -1.540481e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169643 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -15404829.000000 Penalty: 3918.933594
	Iteration 33Q: 3 clusters Score -1.540483e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169689 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -15404824.000000 Penalty: 3918.933594
	Iteration 34Q: 3 clusters Score -1.540482e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169723 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -15404819.000000 Penalty: 3918.933594
	Iteration 35Q: 3 clusters Score -1.540482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -15404835.000000 Penalty: 3918.933594
	Iteration 36Q: 3 clusters Score -1.540484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169763 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -15404831.000000 Penalty: 3918.933594
	Iteration 37Q: 3 clusters Score -1.540483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169781 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -15404832.000000 Penalty: 3918.933594
	Iteration 38Q: 3 clusters Score -1.540483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169795 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -15404834.000000 Penalty: 3918.933594
	Iteration 39Q: 3 clusters Score -1.540483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -15404846.000000 Penalty: 3918.933594
	Iteration 40F: 3 clusters Score -1.540485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -15404857.000000 Penalty: 3918.933594
	Iteration 41Q: 3 clusters Score -1.540486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169846 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -15404842.000000 Penalty: 3918.933594
	Iteration 42Q: 3 clusters Score -1.540484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15404850.000000 Penalty: 3918.933594
	Iteration 43Q: 3 clusters Score -1.540485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169865 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -15404864.000000 Penalty: 3918.933594
	Iteration 44Q: 3 clusters Score -1.540486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169870 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -15404849.000000 Penalty: 3918.933594
	Iteration 45Q: 3 clusters Score -1.540485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169871 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -15404849.000000 Penalty: 3918.933594
	Iteration 46Q: 3 clusters Score -1.540485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -15404839.000000 Penalty: 3918.933594
	Iteration 47Q: 3 clusters Score -1.540484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -15404836.000000 Penalty: 3918.933594
	Iteration 48Q: 3 clusters Score -1.540484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -15404847.000000 Penalty: 3918.933594
	Iteration 49Q: 3 clusters Score -1.540485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15404852.000000 Penalty: 3918.933594
	Iteration 50Q: 3 clusters Score -1.540485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -15404854.000000 Penalty: 3918.933594
	Iteration 51Q: 3 clusters Score -1.540485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -15404849.000000 Penalty: 3918.933594
	Iteration 52Q: 3 clusters Score -1.540485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169908 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -15404862.000000 Penalty: 3918.933594
	Iteration 53Q: 3 clusters Score -1.540486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169911 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -15404849.000000 Penalty: 3918.933594
	Iteration 54Q: 3 clusters Score -1.540485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169911 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -15404854.000000 Penalty: 3918.933594
	Iteration 55Q: 3 clusters Score -1.540485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -15404852.000000 Penalty: 3918.933594
	Iteration 56Q: 3 clusters Score -1.540485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -15404852.000000 Penalty: 3918.933594
	Iteration 57F: 3 clusters Score -1.540485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -586649.687500 Penalty: 1424.285645
	Iteration 0F: 2 clusters Score -586649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -581843.875000 Penalty: 2848.571289
	Iteration 0F: 3 clusters Score -581843.9 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -583192.125000 Penalty: 2848.571289
	Iteration 1F: 3 clusters Score -583192.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -583351.937500 Penalty: 2848.571289
	Iteration 2F: 3 clusters Score -583351.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -583455.375000 Penalty: 2848.571289
	Iteration 3Q: 3 clusters Score -583455.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -583518.500000 Penalty: 2848.571289
	Iteration 4Q: 3 clusters Score -583518.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -583586.750000 Penalty: 2848.571289
	Iteration 5Q: 3 clusters Score -583586.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -583661.000000 Penalty: 2848.571289
	Iteration 6Q: 3 clusters Score -583661 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -583741.000000 Penalty: 2848.571289
	Iteration 7Q: 3 clusters Score -583741 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -583838.250000 Penalty: 2848.571289
	Iteration 8Q: 3 clusters Score -583838.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -583934.875000 Penalty: 2848.571289
	Iteration 9Q: 3 clusters Score -583934.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -584037.437500 Penalty: 2848.571289
	Iteration 10Q: 3 clusters Score -584037.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -584172.875000 Penalty: 2848.571289
	Iteration 11Q: 3 clusters Score -584172.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -584336.562500 Penalty: 2848.571289
	Iteration 12Q: 3 clusters Score -584336.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -584502.437500 Penalty: 2848.571289
	Iteration 13Q: 3 clusters Score -584502.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -584694.000000 Penalty: 2848.571289
	Iteration 14Q: 3 clusters Score -584694 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -584877.437500 Penalty: 2848.571289
	Iteration 15Q: 3 clusters Score -584877.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -585031.000000 Penalty: 2848.571289
	Iteration 16Q: 3 clusters Score -585031 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -585137.937500 Penalty: 2848.571289
	Iteration 17Q: 3 clusters Score -585137.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -585192.312500 Penalty: 2848.571289
	Iteration 18Q: 3 clusters Score -585192.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -585227.187500 Penalty: 2848.571289
	Iteration 19Q: 3 clusters Score -585227.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -585250.687500 Penalty: 2848.571289
	Iteration 20F: 3 clusters Score -585250.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -585271.687500 Penalty: 2848.571289
	Iteration 21Q: 3 clusters Score -585271.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -585284.937500 Penalty: 2848.571289
	Iteration 22Q: 3 clusters Score -585284.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -585291.250000 Penalty: 2848.571289
	Iteration 23Q: 3 clusters Score -585291.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -585298.375000 Penalty: 2848.571289
	Iteration 24Q: 3 clusters Score -585298.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -585301.125000 Penalty: 2848.571289
	Iteration 25Q: 3 clusters Score -585301.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -585302.562500 Penalty: 2848.571289
	Iteration 26Q: 3 clusters Score -585302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -585304.500000 Penalty: 2848.571289
	Iteration 27Q: 3 clusters Score -585304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -585305.687500 Penalty: 2848.571289
	Iteration 28Q: 3 clusters Score -585305.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -585307.250000 Penalty: 2848.571289
	Iteration 29Q: 3 clusters Score -585307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -585308.375000 Penalty: 2848.571289
	Iteration 30Q: 3 clusters Score -585308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -585309.000000 Penalty: 2848.571289
	Iteration 31Q: 3 clusters Score -585309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -585308.437500 Penalty: 2848.571289
	Iteration 32Q: 3 clusters Score -585308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -585309.187500 Penalty: 2848.571289
	Iteration 33Q: 3 clusters Score -585309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -585309.937500 Penalty: 2848.571289
	Iteration 34Q: 3 clusters Score -585309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -585310.250000 Penalty: 2848.571289
	Iteration 35Q: 3 clusters Score -585310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -585310.500000 Penalty: 2848.571289
	Iteration 36Q: 3 clusters Score -585310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -585310.312500 Penalty: 2848.571289
	Iteration 37Q: 3 clusters Score -585310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -585311.187500 Penalty: 2848.571289
	Iteration 38Q: 3 clusters Score -585311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -585311.187500 Penalty: 2848.571289
	Iteration 39F: 3 clusters Score -585311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Entering Unmasked Estep 
Score: -2064094.500000 Penalty: 1622.326172
	Iteration 0F: 2 clusters Score -2064094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2049393.125000 Penalty: 3244.652344
	Iteration 0F: 3 clusters Score -2049393 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2054981.625000 Penalty: 3244.652344
	Iteration 1F: 3 clusters Score -2054982 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2055557.750000 Penalty: 3244.652344
	Iteration 2F: 3 clusters Score -2055558 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2056223.875000 Penalty: 3244.652344
	Iteration 3F: 3 clusters Score -2056224 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2057028.250000 Penalty: 3244.652344
	Iteration 4F: 3 clusters Score -2057028 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2057991.625000 Penalty: 3244.652344
	Iteration 5F: 3 clusters Score -2057992 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2059145.750000 Penalty: 3244.652344
	Iteration 6F: 3 clusters Score -2059146 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2060300.000000 Penalty: 3244.652344
	Iteration 7F: 3 clusters Score -2060300 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2061322.500000 Penalty: 3244.652344
	Iteration 8F: 3 clusters Score -2061322 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2062085.000000 Penalty: 3244.652344
	Iteration 9Q: 3 clusters Score -2062085 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2062518.750000 Penalty: 3244.652344
	Iteration 10Q: 3 clusters Score -2062519 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2062736.500000 Penalty: 3244.652344
	Iteration 11Q: 3 clusters Score -2062736 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2062845.375000 Penalty: 3244.652344
	Iteration 12Q: 3 clusters Score -2062845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2062925.000000 Penalty: 3244.652344
	Iteration 13Q: 3 clusters Score -2062925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2062961.750000 Penalty: 3244.652344
	Iteration 14Q: 3 clusters Score -2062962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2062983.875000 Penalty: 3244.652344
	Iteration 15Q: 3 clusters Score -2062984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2062997.250000 Penalty: 3244.652344
	Iteration 16Q: 3 clusters Score -2062997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2063001.625000 Penalty: 3244.652344
	Iteration 17Q: 3 clusters Score -2063002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2063006.500000 Penalty: 3244.652344
	Iteration 18Q: 3 clusters Score -2063006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2063007.375000 Penalty: 3244.652344
	Iteration 19Q: 3 clusters Score -2063007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2063011.375000 Penalty: 3244.652344
	Iteration 20F: 3 clusters Score -2063011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2063015.000000 Penalty: 3244.652344
	Iteration 21Q: 3 clusters Score -2063015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2063018.375000 Penalty: 3244.652344
	Iteration 22Q: 3 clusters Score -2063018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2063018.875000 Penalty: 3244.652344
	Iteration 23Q: 3 clusters Score -2063019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2063021.500000 Penalty: 3244.652344
	Iteration 24Q: 3 clusters Score -2063022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2063021.500000 Penalty: 3244.652344
	Iteration 25F: 3 clusters Score -2063022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Entering Unmasked Estep 
Score: -303276.843750 Penalty: 1329.302124
	Iteration 0F: 2 clusters Score -303276.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -300177.375000 Penalty: 2658.604248
	Iteration 0F: 3 clusters Score -300177.4 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -300957.093750 Penalty: 2658.604248
	Iteration 1F: 3 clusters Score -300957.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -301140.156250 Penalty: 2658.604248
	Iteration 2F: 3 clusters Score -301140.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -301294.031250 Penalty: 2658.604248
	Iteration 3F: 3 clusters Score -301294 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -301461.718750 Penalty: 2658.604248
	Iteration 4F: 3 clusters Score -301461.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -301609.843750 Penalty: 2658.604248
	Iteration 5F: 3 clusters Score -301609.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -301761.031250 Penalty: 2658.604248
	Iteration 6F: 3 clusters Score -301761 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -301905.812500 Penalty: 2658.604248
	Iteration 7F: 3 clusters Score -301905.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -302026.281250 Penalty: 2658.604248
	Iteration 8Q: 3 clusters Score -302026.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -302145.218750 Penalty: 2658.604248
	Iteration 9Q: 3 clusters Score -302145.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -302231.906250 Penalty: 2658.604248
	Iteration 10Q: 3 clusters Score -302231.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -302290.750000 Penalty: 2658.604248
	Iteration 11Q: 3 clusters Score -302290.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -302336.656250 Penalty: 2658.604248
	Iteration 12Q: 3 clusters Score -302336.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -302369.968750 Penalty: 2658.604248
	Iteration 13Q: 3 clusters Score -302370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -302398.375000 Penalty: 2658.604248
	Iteration 14Q: 3 clusters Score -302398.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -302418.062500 Penalty: 2658.604248
	Iteration 15Q: 3 clusters Score -302418.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -302431.968750 Penalty: 2658.604248
	Iteration 16Q: 3 clusters Score -302432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -302440.625000 Penalty: 2658.604248
	Iteration 17Q: 3 clusters Score -302440.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -302447.250000 Penalty: 2658.604248
	Iteration 18Q: 3 clusters Score -302447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -302452.375000 Penalty: 2658.604248
	Iteration 19Q: 3 clusters Score -302452.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -302458.531250 Penalty: 2658.604248
	Iteration 20F: 3 clusters Score -302458.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -302463.375000 Penalty: 2658.604248
	Iteration 21Q: 3 clusters Score -302463.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -302468.156250 Penalty: 2658.604248
	Iteration 22Q: 3 clusters Score -302468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -302468.937500 Penalty: 2658.604248
	Iteration 23Q: 3 clusters Score -302468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -302469.187500 Penalty: 2658.604248
	Iteration 24Q: 3 clusters Score -302469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -302471.312500 Penalty: 2658.604248
	Iteration 25Q: 3 clusters Score -302471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -302472.000000 Penalty: 2658.604248
	Iteration 26Q: 3 clusters Score -302472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -302473.750000 Penalty: 2658.604248
	Iteration 27Q: 3 clusters Score -302473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -302473.593750 Penalty: 2658.604248
	Iteration 28Q: 3 clusters Score -302473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -302473.968750 Penalty: 2658.604248
	Iteration 29Q: 3 clusters Score -302474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -302473.812500 Penalty: 2658.604248
	Iteration 30Q: 3 clusters Score -302473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -302473.812500 Penalty: 2658.604248
	Iteration 31F: 3 clusters Score -302473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Entering Unmasked Estep 
Score: -367972.968750 Penalty: 1354.858154
	Iteration 0F: 2 clusters Score -367973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -364554.375000 Penalty: 2709.716309
	Iteration 0F: 3 clusters Score -364554.4 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -365575.281250 Penalty: 2709.716309
	Iteration 1F: 3 clusters Score -365575.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -365894.031250 Penalty: 2709.716309
	Iteration 2F: 3 clusters Score -365894 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -366138.875000 Penalty: 2709.716309
	Iteration 3F: 3 clusters Score -366138.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -366353.156250 Penalty: 2709.716309
	Iteration 4F: 3 clusters Score -366353.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -366525.750000 Penalty: 2709.716309
	Iteration 5F: 3 clusters Score -366525.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -366651.000000 Penalty: 2709.716309
	Iteration 6Q: 3 clusters Score -366651 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -366721.875000 Penalty: 2709.716309
	Iteration 7Q: 3 clusters Score -366721.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -366774.531250 Penalty: 2709.716309
	Iteration 8Q: 3 clusters Score -366774.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -366827.000000 Penalty: 2709.716309
	Iteration 9Q: 3 clusters Score -366827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -366857.531250 Penalty: 2709.716309
	Iteration 10Q: 3 clusters Score -366857.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -366874.687500 Penalty: 2709.716309
	Iteration 11Q: 3 clusters Score -366874.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -366891.218750 Penalty: 2709.716309
	Iteration 12Q: 3 clusters Score -366891.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -366905.093750 Penalty: 2709.716309
	Iteration 13Q: 3 clusters Score -366905.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -366926.250000 Penalty: 2709.716309
	Iteration 14Q: 3 clusters Score -366926.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -366948.031250 Penalty: 2709.716309
	Iteration 15Q: 3 clusters Score -366948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -366966.906250 Penalty: 2709.716309
	Iteration 16Q: 3 clusters Score -366966.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -366987.937500 Penalty: 2709.716309
	Iteration 17Q: 3 clusters Score -366987.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -367000.687500 Penalty: 2709.716309
	Iteration 18Q: 3 clusters Score -367000.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -367009.468750 Penalty: 2709.716309
	Iteration 19Q: 3 clusters Score -367009.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -367020.750000 Penalty: 2709.716309
	Iteration 20F: 3 clusters Score -367020.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -367034.000000 Penalty: 2709.716309
	Iteration 21Q: 3 clusters Score -367034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -367045.875000 Penalty: 2709.716309
	Iteration 22Q: 3 clusters Score -367045.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -367058.500000 Penalty: 2709.716309
	Iteration 23Q: 3 clusters Score -367058.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -367070.500000 Penalty: 2709.716309
	Iteration 24Q: 3 clusters Score -367070.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -367081.718750 Penalty: 2709.716309
	Iteration 25Q: 3 clusters Score -367081.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -367090.812500 Penalty: 2709.716309
	Iteration 26Q: 3 clusters Score -367090.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -367102.062500 Penalty: 2709.716309
	Iteration 27Q: 3 clusters Score -367102.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -367115.281250 Penalty: 2709.716309
	Iteration 28Q: 3 clusters Score -367115.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -367123.656250 Penalty: 2709.716309
	Iteration 29Q: 3 clusters Score -367123.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -367132.437500 Penalty: 2709.716309
	Iteration 30Q: 3 clusters Score -367132.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -367139.687500 Penalty: 2709.716309
	Iteration 31Q: 3 clusters Score -367139.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -367150.218750 Penalty: 2709.716309
	Iteration 32Q: 3 clusters Score -367150.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -367158.531250 Penalty: 2709.716309
	Iteration 33Q: 3 clusters Score -367158.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -367167.968750 Penalty: 2709.716309
	Iteration 34Q: 3 clusters Score -367168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -367174.062500 Penalty: 2709.716309
	Iteration 35Q: 3 clusters Score -367174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -367180.968750 Penalty: 2709.716309
	Iteration 36Q: 3 clusters Score -367181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -367187.500000 Penalty: 2709.716309
	Iteration 37Q: 3 clusters Score -367187.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -367192.625000 Penalty: 2709.716309
	Iteration 38Q: 3 clusters Score -367192.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -367197.218750 Penalty: 2709.716309
	Iteration 39Q: 3 clusters Score -367197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -367199.562500 Penalty: 2709.716309
	Iteration 40F: 3 clusters Score -367199.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -367202.500000 Penalty: 2709.716309
	Iteration 41Q: 3 clusters Score -367202.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -367205.187500 Penalty: 2709.716309
	Iteration 42Q: 3 clusters Score -367205.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -367208.593750 Penalty: 2709.716309
	Iteration 43Q: 3 clusters Score -367208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -367212.437500 Penalty: 2709.716309
	Iteration 44Q: 3 clusters Score -367212.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -367214.906250 Penalty: 2709.716309
	Iteration 45Q: 3 clusters Score -367214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -367216.875000 Penalty: 2709.716309
	Iteration 46Q: 3 clusters Score -367216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -367218.906250 Penalty: 2709.716309
	Iteration 47Q: 3 clusters Score -367218.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -367222.343750 Penalty: 2709.716309
	Iteration 48Q: 3 clusters Score -367222.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -367226.125000 Penalty: 2709.716309
	Iteration 49Q: 3 clusters Score -367226.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -367231.000000 Penalty: 2709.716309
	Iteration 50Q: 3 clusters Score -367231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -367236.156250 Penalty: 2709.716309
	Iteration 51Q: 3 clusters Score -367236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -367241.531250 Penalty: 2709.716309
	Iteration 52Q: 3 clusters Score -367241.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -367245.187500 Penalty: 2709.716309
	Iteration 53Q: 3 clusters Score -367245.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -367248.062500 Penalty: 2709.716309
	Iteration 54Q: 3 clusters Score -367248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -367248.468750 Penalty: 2709.716309
	Iteration 55Q: 3 clusters Score -367248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -367249.562500 Penalty: 2709.716309
	Iteration 56Q: 3 clusters Score -367249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -367251.468750 Penalty: 2709.716309
	Iteration 57Q: 3 clusters Score -367251.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -367256.093750 Penalty: 2709.716309
	Iteration 58Q: 3 clusters Score -367256.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -367260.843750 Penalty: 2709.716309
	Iteration 59Q: 3 clusters Score -367260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -367264.562500 Penalty: 2709.716309
	Iteration 60F: 3 clusters Score -367264.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -367268.312500 Penalty: 2709.716309
	Iteration 61Q: 3 clusters Score -367268.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -367275.093750 Penalty: 2709.716309
	Iteration 62Q: 3 clusters Score -367275.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -367283.312500 Penalty: 2709.716309
	Iteration 63Q: 3 clusters Score -367283.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -367290.156250 Penalty: 2709.716309
	Iteration 64Q: 3 clusters Score -367290.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -367297.812500 Penalty: 2709.716309
	Iteration 65Q: 3 clusters Score -367297.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -367305.375000 Penalty: 2709.716309
	Iteration 66Q: 3 clusters Score -367305.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -367313.062500 Penalty: 2709.716309
	Iteration 67Q: 3 clusters Score -367313.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -367326.656250 Penalty: 2709.716309
	Iteration 68Q: 3 clusters Score -367326.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -367343.593750 Penalty: 2709.716309
	Iteration 69Q: 3 clusters Score -367343.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -367358.625000 Penalty: 2709.716309
	Iteration 70Q: 3 clusters Score -367358.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -367376.062500 Penalty: 2709.716309
	Iteration 71Q: 3 clusters Score -367376.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -367389.687500 Penalty: 2709.716309
	Iteration 72Q: 3 clusters Score -367389.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -367399.718750 Penalty: 2709.716309
	Iteration 73Q: 3 clusters Score -367399.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -367412.750000 Penalty: 2709.716309
	Iteration 74Q: 3 clusters Score -367412.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -367423.343750 Penalty: 2709.716309
	Iteration 75Q: 3 clusters Score -367423.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -367437.125000 Penalty: 2709.716309
	Iteration 76Q: 3 clusters Score -367437.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -367452.937500 Penalty: 2709.716309
	Iteration 77Q: 3 clusters Score -367452.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -367468.812500 Penalty: 2709.716309
	Iteration 78Q: 3 clusters Score -367468.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -367495.406250 Penalty: 2709.716309
	Iteration 79Q: 3 clusters Score -367495.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -367522.093750 Penalty: 2709.716309
	Iteration 80F: 3 clusters Score -367522.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -367548.250000 Penalty: 2709.716309
	Iteration 81Q: 3 clusters Score -367548.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -367577.218750 Penalty: 2709.716309
	Iteration 82Q: 3 clusters Score -367577.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -367608.750000 Penalty: 2709.716309
	Iteration 83Q: 3 clusters Score -367608.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -367641.875000 Penalty: 2709.716309
	Iteration 84Q: 3 clusters Score -367641.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -367672.250000 Penalty: 2709.716309
	Iteration 85Q: 3 clusters Score -367672.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -367696.218750 Penalty: 2709.716309
	Iteration 86Q: 3 clusters Score -367696.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -367714.000000 Penalty: 2709.716309
	Iteration 87Q: 3 clusters Score -367714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -367727.062500 Penalty: 2709.716309
	Iteration 88Q: 3 clusters Score -367727.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -367737.843750 Penalty: 2709.716309
	Iteration 89Q: 3 clusters Score -367737.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -367748.312500 Penalty: 2709.716309
	Iteration 90Q: 3 clusters Score -367748.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -367761.125000 Penalty: 2709.716309
	Iteration 91Q: 3 clusters Score -367761.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -367771.531250 Penalty: 2709.716309
	Iteration 92Q: 3 clusters Score -367771.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -367781.906250 Penalty: 2709.716309
	Iteration 93Q: 3 clusters Score -367781.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -367790.812500 Penalty: 2709.716309
	Iteration 94Q: 3 clusters Score -367790.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -367798.843750 Penalty: 2709.716309
	Iteration 95Q: 3 clusters Score -367798.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -367807.187500 Penalty: 2709.716309
	Iteration 96Q: 3 clusters Score -367807.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -367815.437500 Penalty: 2709.716309
	Iteration 97Q: 3 clusters Score -367815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -367822.812500 Penalty: 2709.716309
	Iteration 98Q: 3 clusters Score -367822.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -367826.156250 Penalty: 2709.716309
	Iteration 99Q: 3 clusters Score -367826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -367828.156250 Penalty: 2709.716309
	Iteration 100F: 3 clusters Score -367828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -367828.500000 Penalty: 2709.716309
	Iteration 101Q: 3 clusters Score -367828.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -367828.500000 Penalty: 2709.716309
	Iteration 102F: 3 clusters Score -367828.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 40334 members 
Mstep: Class 8 contains 50485 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 192744 members 
Mstep: Class 12 contains 16077 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 4104 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 172518 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 3570 members 
Mstep: Class 22 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51551204.000000 Penalty: 49580.863281
Iteration 39Q: 24 clusters Score -5.15512e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2896 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 2505 members 
Mstep: Class 5 contains 9147 members 
Mstep: Class 6 contains 40301 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 50488 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 2661 members 
Mstep: Class 11 contains 192985 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 13 contains 1705 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 9562 members 
Mstep: Class 17 contains 172361 members 
Mstep: Class 18 contains 11911 members 
Mstep: Class 19 contains 6415 members 
Mstep: Class 20 contains 21656 members 
Mstep: Class 21 contains 3585 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51553488.000000 Penalty: 49580.863281
Iteration 40F: 24 clusters Score -5.155349e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 9030 members 
Mstep: Class 6 contains 40280 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 50522 members 
Mstep: Class 9 contains 6968 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 192560 members 
Mstep: Class 12 contains 15733 members 
Mstep: Class 13 contains 1849 members 
Mstep: Class 14 contains 5154 members 
Mstep: Class 15 contains 4704 members 
Mstep: Class 16 contains 9799 members 
Mstep: Class 17 contains 172240 members 
Mstep: Class 18 contains 11913 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 21641 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 4691 members 
Mstep: Class 23 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51555172.000000 Penalty: 49580.863281
Iteration 41Q: 24 clusters Score -5.155517e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 1903 members 
Mstep: Class 5 contains 8967 members 
Mstep: Class 6 contains 40257 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 50537 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 192146 members 
Mstep: Class 12 contains 15549 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 5312 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 10070 members 
Mstep: Class 17 contains 172161 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 6434 members 
Mstep: Class 20 contains 21656 members 
Mstep: Class 21 contains 3542 members 
Mstep: Class 22 contains 5109 members 
Mstep: Class 23 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51555948.000000 Penalty: 49580.863281
Iteration 42Q: 24 clusters Score -5.155595e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 873 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 8914 members 
Mstep: Class 6 contains 40246 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 8 contains 50541 members 
Mstep: Class 9 contains 6758 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 191857 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 4879 members 
Mstep: Class 16 contains 10381 members 
Mstep: Class 17 contains 172045 members 
Mstep: Class 18 contains 11926 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 21660 members 
Mstep: Class 21 contains 3521 members 
Mstep: Class 22 contains 5418 members 
Mstep: Class 23 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51556196.000000 Penalty: 49580.863281
Iteration 43Q: 24 clusters Score -5.15562e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 873 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 40234 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 8 contains 50533 members 
Mstep: Class 9 contains 6648 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 191642 members 
Mstep: Class 12 contains 15214 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 10705 members 
Mstep: Class 17 contains 171942 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 6456 members 
Mstep: Class 20 contains 21678 members 
Mstep: Class 21 contains 3507 members 
Mstep: Class 22 contains 5603 members 
Mstep: Class 23 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51556836.000000 Penalty: 49580.863281
Iteration 44Q: 24 clusters Score -5.155684e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2921 members 
Mstep: Class 3 contains 874 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 8806 members 
Mstep: Class 6 contains 40231 members 
Mstep: Class 7 contains 8158 members 
Mstep: Class 8 contains 50507 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 191480 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 5741 members 
Mstep: Class 15 contains 4964 members 
Mstep: Class 16 contains 11064 members 
Mstep: Class 17 contains 171821 members 
Mstep: Class 18 contains 11935 members 
Mstep: Class 19 contains 6455 members 
Mstep: Class 20 contains 21685 members 
Mstep: Class 21 contains 3484 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51557116.000000 Penalty: 49580.863281
Iteration 45Q: 24 clusters Score -5.155712e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 40224 members 
Mstep: Class 7 contains 8205 members 
Mstep: Class 8 contains 50455 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 2760 members 
Mstep: Class 11 contains 191375 members 
Mstep: Class 12 contains 14880 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 5866 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 11476 members 
Mstep: Class 17 contains 171715 members 
Mstep: Class 18 contains 11937 members 
Mstep: Class 19 contains 6459 members 
Mstep: Class 20 contains 21694 members 
Mstep: Class 21 contains 3469 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51557644.000000 Penalty: 49580.863281
Iteration 46Q: 24 clusters Score -5.155764e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 8721 members 
Mstep: Class 6 contains 40219 members 
Mstep: Class 7 contains 8244 members 
Mstep: Class 8 contains 50404 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 191277 members 
Mstep: Class 12 contains 14721 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 11887 members 
Mstep: Class 17 contains 171596 members 
Mstep: Class 18 contains 11937 members 
Mstep: Class 19 contains 6464 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 3454 members 
Mstep: Class 22 contains 5855 members 
Mstep: Class 23 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51557900.000000 Penalty: 49580.863281
Iteration 47Q: 24 clusters Score -5.15579e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 8695 members 
Mstep: Class 6 contains 40208 members 
Mstep: Class 7 contains 8279 members 
Mstep: Class 8 contains 50362 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 191206 members 
Mstep: Class 12 contains 14615 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 12268 members 
Mstep: Class 17 contains 171461 members 
Mstep: Class 18 contains 11939 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 21698 members 
Mstep: Class 21 contains 3441 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558200.000000 Penalty: 49580.863281
Iteration 48Q: 24 clusters Score -5.15582e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 1403 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 40196 members 
Mstep: Class 7 contains 8324 members 
Mstep: Class 8 contains 50306 members 
Mstep: Class 9 contains 6067 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 191130 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 171346 members 
Mstep: Class 18 contains 11941 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 21700 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558388.000000 Penalty: 49580.863281
Iteration 49Q: 24 clusters Score -5.155839e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 8648 members 
Mstep: Class 6 contains 40193 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 50268 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 2768 members 
Mstep: Class 11 contains 191073 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 6337 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 12861 members 
Mstep: Class 17 contains 171225 members 
Mstep: Class 18 contains 11930 members 
Mstep: Class 19 contains 6475 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3419 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558688.000000 Penalty: 49580.863281
Iteration 50Q: 24 clusters Score -5.155869e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 855 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 8627 members 
Mstep: Class 6 contains 40184 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 50265 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 2771 members 
Mstep: Class 11 contains 191025 members 
Mstep: Class 12 contains 14378 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 14 contains 6426 members 
Mstep: Class 15 contains 5042 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 171130 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 6483 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3413 members 
Mstep: Class 22 contains 5942 members 
Mstep: Class 23 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558800.000000 Penalty: 49580.863281
Iteration 51Q: 24 clusters Score -5.15588e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 1278 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 40168 members 
Mstep: Class 7 contains 8456 members 
Mstep: Class 8 contains 50258 members 
Mstep: Class 9 contains 5908 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 11 contains 190976 members 
Mstep: Class 12 contains 14273 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 6508 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 13277 members 
Mstep: Class 17 contains 171069 members 
Mstep: Class 18 contains 11916 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3405 members 
Mstep: Class 22 contains 5956 members 
Mstep: Class 23 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559024.000000 Penalty: 49580.863281
Iteration 52Q: 24 clusters Score -5.155902e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 40162 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 50244 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 190921 members 
Mstep: Class 12 contains 14176 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 6572 members 
Mstep: Class 15 contains 5042 members 
Mstep: Class 16 contains 13443 members 
Mstep: Class 17 contains 171024 members 
Mstep: Class 18 contains 11915 members 
Mstep: Class 19 contains 6496 members 
Mstep: Class 20 contains 21711 members 
Mstep: Class 21 contains 3400 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559072.000000 Penalty: 49580.863281
Iteration 53Q: 24 clusters Score -5.155907e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 849 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 40154 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 50239 members 
Mstep: Class 9 contains 5863 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 190869 members 
Mstep: Class 12 contains 14089 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 14 contains 6644 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 13604 members 
Mstep: Class 17 contains 170974 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 6503 members 
Mstep: Class 20 contains 21712 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 5984 members 
Mstep: Class 23 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559080.000000 Penalty: 49580.863281
Iteration 54Q: 24 clusters Score -5.155908e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 849 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 8515 members 
Mstep: Class 6 contains 40153 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 50236 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 190825 members 
Mstep: Class 12 contains 14015 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 5056 members 
Mstep: Class 16 contains 13733 members 
Mstep: Class 17 contains 170945 members 
Mstep: Class 18 contains 11923 members 
Mstep: Class 19 contains 6508 members 
Mstep: Class 20 contains 21713 members 
Mstep: Class 21 contains 3383 members 
Mstep: Class 22 contains 5999 members 
Mstep: Class 23 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559192.000000 Penalty: 49580.863281
Iteration 55Q: 24 clusters Score -5.155919e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 8485 members 
Mstep: Class 6 contains 40150 members 
Mstep: Class 7 contains 8592 members 
Mstep: Class 8 contains 50234 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 190794 members 
Mstep: Class 12 contains 13964 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 6768 members 
Mstep: Class 15 contains 5063 members 
Mstep: Class 16 contains 13858 members 
Mstep: Class 17 contains 170893 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 21713 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 6009 members 
Mstep: Class 23 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559168.000000 Penalty: 49580.863281
Iteration 56Q: 24 clusters Score -5.155917e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 8454 members 
Mstep: Class 6 contains 40147 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 50224 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 190759 members 
Mstep: Class 12 contains 13913 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 16 contains 13976 members 
Mstep: Class 17 contains 170851 members 
Mstep: Class 18 contains 11918 members 
Mstep: Class 19 contains 6519 members 
Mstep: Class 20 contains 21712 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 6019 members 
Mstep: Class 23 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559168.000000 Penalty: 49580.863281
Iteration 57Q: 24 clusters Score -5.155917e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 1084 members 
Mstep: Class 5 contains 8432 members 
Mstep: Class 6 contains 40151 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 50221 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 190745 members 
Mstep: Class 12 contains 13872 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 6868 members 
Mstep: Class 15 contains 5061 members 
Mstep: Class 16 contains 14080 members 
Mstep: Class 17 contains 170823 members 
Mstep: Class 18 contains 11915 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 21713 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 6018 members 
Mstep: Class 23 contains 2719 members 
Entering Unmasked Estep 
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Iteration 58Q: 24 clusters Score -5.155921e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 1067 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 6 contains 40157 members 
Mstep: Class 7 contains 8655 members 
Mstep: Class 8 contains 50219 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 190721 members 
Mstep: Class 12 contains 13825 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 6906 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 14176 members 
Mstep: Class 17 contains 170791 members 
Mstep: Class 18 contains 11915 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 21713 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 6018 members 
Mstep: Class 23 contains 2716 members 
Entering Unmasked Estep 
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Iteration 59Q: 24 clusters Score -5.155925e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 40158 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 50216 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 190701 members 
Mstep: Class 12 contains 13783 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 6952 members 
Mstep: Class 15 contains 5070 members 
Mstep: Class 16 contains 14234 members 
Mstep: Class 17 contains 170779 members 
Mstep: Class 18 contains 11915 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 21711 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 6019 members 
Mstep: Class 23 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559324.000000 Penalty: 49580.863281
Iteration 60F: 24 clusters Score -5.155932e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 5 contains 8362 members 
Mstep: Class 6 contains 40156 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 50218 members 
Mstep: Class 9 contains 5764 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 190684 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 6986 members 
Mstep: Class 15 contains 5072 members 
Mstep: Class 16 contains 14315 members 
Mstep: Class 17 contains 170768 members 
Mstep: Class 18 contains 11915 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 21712 members 
Mstep: Class 21 contains 3368 members 
Mstep: Class 22 contains 6022 members 
Mstep: Class 23 contains 2713 members 
Entering Unmasked Estep 
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Iteration 61Q: 24 clusters Score -5.155932e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 993 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 6 contains 40154 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 50209 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 190665 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7019 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 14398 members 
Mstep: Class 17 contains 170759 members 
Mstep: Class 18 contains 11915 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 21713 members 
Mstep: Class 21 contains 3363 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 2712 members 
Entering Unmasked Estep 
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Iteration 62Q: 24 clusters Score -5.155931e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 971 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 40155 members 
Mstep: Class 7 contains 8711 members 
Mstep: Class 8 contains 50200 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 190645 members 
Mstep: Class 12 contains 13691 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 14480 members 
Mstep: Class 17 contains 170741 members 
Mstep: Class 18 contains 11916 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 21712 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 2710 members 
Entering Unmasked Estep 
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Iteration 63Q: 24 clusters Score -5.155927e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 849 members 
Mstep: Class 4 contains 953 members 
Mstep: Class 5 contains 8315 members 
Mstep: Class 6 contains 40161 members 
Mstep: Class 7 contains 8724 members 
Mstep: Class 8 contains 50194 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 190621 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7066 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 14553 members 
Mstep: Class 17 contains 170722 members 
Mstep: Class 18 contains 11918 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 2707 members 
Entering Unmasked Estep 
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Iteration 64Q: 24 clusters Score -5.155931e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 40165 members 
Mstep: Class 7 contains 8732 members 
Mstep: Class 8 contains 50185 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 190599 members 
Mstep: Class 12 contains 13625 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7094 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 14625 members 
Mstep: Class 17 contains 170693 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 21711 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559256.000000 Penalty: 49580.863281
Iteration 65Q: 24 clusters Score -5.155926e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 845 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 8303 members 
Mstep: Class 6 contains 40178 members 
Mstep: Class 7 contains 8741 members 
Mstep: Class 8 contains 50171 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 190585 members 
Mstep: Class 12 contains 13605 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7103 members 
Mstep: Class 15 contains 5084 members 
Mstep: Class 16 contains 14686 members 
Mstep: Class 17 contains 170680 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559340.000000 Penalty: 49580.863281
Iteration 66Q: 24 clusters Score -5.155934e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 845 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 40189 members 
Mstep: Class 7 contains 8745 members 
Mstep: Class 8 contains 50166 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 190578 members 
Mstep: Class 12 contains 13580 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 14729 members 
Mstep: Class 17 contains 170667 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 21711 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559452.000000 Penalty: 49580.863281
Iteration 67Q: 24 clusters Score -5.155945e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 841 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 40193 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 50161 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 190565 members 
Mstep: Class 12 contains 13558 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7159 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 14775 members 
Mstep: Class 17 contains 170642 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 3342 members 
Mstep: Class 22 contains 6048 members 
Mstep: Class 23 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559432.000000 Penalty: 49580.863281
Iteration 68Q: 24 clusters Score -5.155943e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 840 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 40196 members 
Mstep: Class 7 contains 8759 members 
Mstep: Class 8 contains 50154 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 190552 members 
Mstep: Class 12 contains 13546 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 5086 members 
Mstep: Class 16 contains 14814 members 
Mstep: Class 17 contains 170618 members 
Mstep: Class 18 contains 11923 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 3338 members 
Mstep: Class 22 contains 6050 members 
Mstep: Class 23 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559360.000000 Penalty: 49580.863281
Iteration 69Q: 24 clusters Score -5.155936e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 839 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 40199 members 
Mstep: Class 7 contains 8764 members 
Mstep: Class 8 contains 50158 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 190544 members 
Mstep: Class 12 contains 13524 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7210 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 14846 members 
Mstep: Class 17 contains 170612 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 6051 members 
Mstep: Class 23 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559352.000000 Penalty: 49580.863281
Iteration 70Q: 24 clusters Score -5.155935e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 4 contains 836 members 
Mstep: Class 5 contains 8252 members 
Mstep: Class 6 contains 40201 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 50154 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 190534 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7234 members 
Mstep: Class 15 contains 5086 members 
Mstep: Class 16 contains 14877 members 
Mstep: Class 17 contains 170608 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3327 members 
Mstep: Class 22 contains 6050 members 
Mstep: Class 23 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559380.000000 Penalty: 49580.863281
Iteration 71Q: 24 clusters Score -5.155938e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 837 members 
Mstep: Class 4 contains 830 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 40203 members 
Mstep: Class 7 contains 8774 members 
Mstep: Class 8 contains 50146 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 190524 members 
Mstep: Class 12 contains 13483 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 14909 members 
Mstep: Class 17 contains 170589 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 6050 members 
Mstep: Class 23 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559424.000000 Penalty: 49580.863281
Iteration 72Q: 24 clusters Score -5.155942e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 828 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 40204 members 
Mstep: Class 7 contains 8778 members 
Mstep: Class 8 contains 50140 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 190518 members 
Mstep: Class 12 contains 13453 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 14945 members 
Mstep: Class 17 contains 170583 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3323 members 
Mstep: Class 22 contains 6051 members 
Mstep: Class 23 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559468.000000 Penalty: 49580.863281
Iteration 73Q: 24 clusters Score -5.155947e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 825 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 40209 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 50129 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 190514 members 
Mstep: Class 12 contains 13434 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7290 members 
Mstep: Class 15 contains 5084 members 
Mstep: Class 16 contains 14980 members 
Mstep: Class 17 contains 170576 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 6569 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3317 members 
Mstep: Class 22 contains 6052 members 
Mstep: Class 23 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559432.000000 Penalty: 49580.863281
Iteration 74Q: 24 clusters Score -5.155943e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 812 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 40216 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 50133 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 2792 members 
Mstep: Class 11 contains 190513 members 
Mstep: Class 12 contains 13411 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 15004 members 
Mstep: Class 17 contains 170556 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3313 members 
Mstep: Class 22 contains 6054 members 
Mstep: Class 23 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559392.000000 Penalty: 49580.863281
Iteration 75Q: 24 clusters Score -5.155939e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 8229 members 
Mstep: Class 6 contains 40227 members 
Mstep: Class 7 contains 8781 members 
Mstep: Class 8 contains 50132 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 190511 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 7346 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 170541 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3314 members 
Mstep: Class 22 contains 6051 members 
Mstep: Class 23 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559456.000000 Penalty: 49580.863281
Iteration 76Q: 24 clusters Score -5.155946e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 40244 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 50135 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 190509 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 15041 members 
Mstep: Class 17 contains 170525 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3310 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559480.000000 Penalty: 49580.863281
Iteration 77Q: 24 clusters Score -5.155948e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 6 contains 40264 members 
Mstep: Class 7 contains 8778 members 
Mstep: Class 8 contains 50136 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 190504 members 
Mstep: Class 12 contains 13351 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7377 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 15061 members 
Mstep: Class 17 contains 170520 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559560.000000 Penalty: 49580.863281
Iteration 78Q: 24 clusters Score -5.155956e+07 nChanged 145
Entering ConstructFrom: 
Score: -51559560.000000 Penalty: 49580.863281
Entering ConstructFrom: 
Trying to split cluster 1 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -42883.773438 Penalty: 1035.664429
	Iteration 0F: 2 clusters Score -42883.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41829.777344 Penalty: 2071.328857
	Iteration 0F: 3 clusters Score -41829.78 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42038.871094 Penalty: 2071.328857
	Iteration 1F: 3 clusters Score -42038.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42175.515625 Penalty: 2071.328857
	Iteration 2F: 3 clusters Score -42175.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -42341.617188 Penalty: 2071.328857
	Iteration 3F: 3 clusters Score -42341.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42561.000000 Penalty: 2071.328857
	Iteration 4F: 3 clusters Score -42561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42802.257812 Penalty: 2071.328857
	Iteration 5F: 3 clusters Score -42802.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42978.554688 Penalty: 2071.328857
	Iteration 6F: 3 clusters Score -42978.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43071.863281 Penalty: 2071.328857
	Iteration 7Q: 3 clusters Score -43071.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43211.488281 Penalty: 2071.328857
	Iteration 8Q: 3 clusters Score -43211.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43261.574219 Penalty: 2071.328857
	Iteration 9Q: 3 clusters Score -43261.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43276.367188 Penalty: 2071.328857
	Iteration 10Q: 3 clusters Score -43276.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43290.824219 Penalty: 2071.328857
	Iteration 11Q: 3 clusters Score -43290.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43302.644531 Penalty: 2071.328857
	Iteration 12Q: 3 clusters Score -43302.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43311.464844 Penalty: 2071.328857
	Iteration 13Q: 3 clusters Score -43311.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43319.609375 Penalty: 2071.328857
	Iteration 14Q: 3 clusters Score -43319.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43319.609375 Penalty: 2071.328857
	Iteration 15F: 3 clusters Score -43319.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 8209 members 
Mstep: Class 6 contains 40273 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 50132 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 190501 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7400 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 170520 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 352 members 
Entering Unmasked Estep 
Score: -51558840.000000 Penalty: 51736.554688
Splitting cluster 1 changes total score from -51559560.000000 to -51558840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -279249.500000 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -279249.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -276547.093750 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -276547.1 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -277211.750000 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -277211.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -277337.187500 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -277337.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -277413.750000 Penalty: 2594.285156
	Iteration 3Q: 3 clusters Score -277413.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -277469.687500 Penalty: 2594.285156
	Iteration 4Q: 3 clusters Score -277469.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -277508.562500 Penalty: 2594.285156
	Iteration 5Q: 3 clusters Score -277508.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -277538.281250 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -277538.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -277556.281250 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -277556.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -277569.375000 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -277569.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -277582.875000 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -277582.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -277598.656250 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -277598.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -277610.812500 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -277610.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -277627.406250 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -277627.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -277646.406250 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -277646.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -277670.406250 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -277670.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -277696.406250 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -277696.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -277724.750000 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -277724.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -277760.468750 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -277760.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -277805.500000 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -277805.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -277842.843750 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -277842.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -277882.906250 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -277882.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -277935.968750 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -277936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -277987.500000 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -277987.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -278037.843750 Penalty: 2594.285156
	Iteration 23Q: 3 clusters Score -278037.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -278083.343750 Penalty: 2594.285156
	Iteration 24Q: 3 clusters Score -278083.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -278125.593750 Penalty: 2594.285156
	Iteration 25Q: 3 clusters Score -278125.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -278166.875000 Penalty: 2594.285156
	Iteration 26Q: 3 clusters Score -278166.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -278198.687500 Penalty: 2594.285156
	Iteration 27Q: 3 clusters Score -278198.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -278219.812500 Penalty: 2594.285156
	Iteration 28Q: 3 clusters Score -278219.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -278237.250000 Penalty: 2594.285156
	Iteration 29Q: 3 clusters Score -278237.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -278259.375000 Penalty: 2594.285156
	Iteration 30Q: 3 clusters Score -278259.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -278269.218750 Penalty: 2594.285156
	Iteration 31Q: 3 clusters Score -278269.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -278276.500000 Penalty: 2594.285156
	Iteration 32Q: 3 clusters Score -278276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -278281.406250 Penalty: 2594.285156
	Iteration 33Q: 3 clusters Score -278281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -278289.093750 Penalty: 2594.285156
	Iteration 34Q: 3 clusters Score -278289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -278295.625000 Penalty: 2594.285156
	Iteration 35Q: 3 clusters Score -278295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -278297.656250 Penalty: 2594.285156
	Iteration 36Q: 3 clusters Score -278297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -278301.625000 Penalty: 2594.285156
	Iteration 37Q: 3 clusters Score -278301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -278304.843750 Penalty: 2594.285156
	Iteration 38Q: 3 clusters Score -278304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -278308.562500 Penalty: 2594.285156
	Iteration 39Q: 3 clusters Score -278308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -278310.187500 Penalty: 2594.285156
	Iteration 40F: 3 clusters Score -278310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -278312.968750 Penalty: 2594.285156
	Iteration 41Q: 3 clusters Score -278313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -278319.656250 Penalty: 2594.285156
	Iteration 42Q: 3 clusters Score -278319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -278322.531250 Penalty: 2594.285156
	Iteration 43Q: 3 clusters Score -278322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -278324.343750 Penalty: 2594.285156
	Iteration 44Q: 3 clusters Score -278324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -278324.343750 Penalty: 2594.285156
	Iteration 45F: 3 clusters Score -278324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -72314.859375 Penalty: 1093.207642
	Iteration 0F: 2 clusters Score -72314.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71010.984375 Penalty: 2186.415283
	Iteration 0F: 3 clusters Score -71010.98 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -71242.429688 Penalty: 2186.415283
	Iteration 1F: 3 clusters Score -71242.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71290.945312 Penalty: 2186.415283
	Iteration 2F: 3 clusters Score -71290.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71319.343750 Penalty: 2186.415283
	Iteration 3Q: 3 clusters Score -71319.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -71339.828125 Penalty: 2186.415283
	Iteration 4Q: 3 clusters Score -71339.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71372.703125 Penalty: 2186.415283
	Iteration 5Q: 3 clusters Score -71372.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71395.976562 Penalty: 2186.415283
	Iteration 6Q: 3 clusters Score -71395.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -71429.898438 Penalty: 2186.415283
	Iteration 7Q: 3 clusters Score -71429.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -71465.812500 Penalty: 2186.415283
	Iteration 8Q: 3 clusters Score -71465.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -71508.976562 Penalty: 2186.415283
	Iteration 9Q: 3 clusters Score -71508.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -71563.484375 Penalty: 2186.415283
	Iteration 10Q: 3 clusters Score -71563.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71615.429688 Penalty: 2186.415283
	Iteration 11Q: 3 clusters Score -71615.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -71642.210938 Penalty: 2186.415283
	Iteration 12Q: 3 clusters Score -71642.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71651.140625 Penalty: 2186.415283
	Iteration 13Q: 3 clusters Score -71651.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -71659.898438 Penalty: 2186.415283
	Iteration 14Q: 3 clusters Score -71659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -71663.132812 Penalty: 2186.415283
	Iteration 15Q: 3 clusters Score -71663.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -71666.062500 Penalty: 2186.415283
	Iteration 16Q: 3 clusters Score -71666.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -71668.078125 Penalty: 2186.415283
	Iteration 17Q: 3 clusters Score -71668.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -71668.078125 Penalty: 2186.415283
	Iteration 18F: 3 clusters Score -71668.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -61237.132812 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -61237.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59945.429688 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -59945.43 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60241.230469 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -60241.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60348.492188 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -60348.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60390.722656 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -60390.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60409.074219 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -60409.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60418.710938 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -60418.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60429.382812 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -60429.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60431.429688 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -60431.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60433.882812 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -60433.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60437.429688 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -60437.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60439.277344 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -60439.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60440.011719 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -60440.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60441.320312 Penalty: 2165.518066
	Iteration 12Q: 3 clusters Score -60441.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60442.148438 Penalty: 2165.518066
	Iteration 13Q: 3 clusters Score -60442.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60444.097656 Penalty: 2165.518066
	Iteration 14Q: 3 clusters Score -60444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60446.429688 Penalty: 2165.518066
	Iteration 15Q: 3 clusters Score -60446.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60446.742188 Penalty: 2165.518066
	Iteration 16Q: 3 clusters Score -60446.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60446.742188 Penalty: 2165.518066
	Iteration 17F: 3 clusters Score -60446.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Entering Unmasked Estep 
Score: -719667.937500 Penalty: 1464.610229
	Iteration 0F: 2 clusters Score -719667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -713720.562500 Penalty: 2929.220459
	Iteration 0F: 3 clusters Score -713720.6 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -715652.500000 Penalty: 2929.220459
	Iteration 1F: 3 clusters Score -715652.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -716003.750000 Penalty: 2929.220459
	Iteration 2F: 3 clusters Score -716003.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -716372.312500 Penalty: 2929.220459
	Iteration 3F: 3 clusters Score -716372.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -716792.500000 Penalty: 2929.220459
	Iteration 4F: 3 clusters Score -716792.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -717232.125000 Penalty: 2929.220459
	Iteration 5F: 3 clusters Score -717232.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -717670.375000 Penalty: 2929.220459
	Iteration 6F: 3 clusters Score -717670.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -718062.125000 Penalty: 2929.220459
	Iteration 7Q: 3 clusters Score -718062.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -718352.812500 Penalty: 2929.220459
	Iteration 8Q: 3 clusters Score -718352.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -718634.687500 Penalty: 2929.220459
	Iteration 9Q: 3 clusters Score -718634.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -718886.500000 Penalty: 2929.220459
	Iteration 10Q: 3 clusters Score -718886.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -719076.625000 Penalty: 2929.220459
	Iteration 11Q: 3 clusters Score -719076.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -719174.875000 Penalty: 2929.220459
	Iteration 12Q: 3 clusters Score -719174.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -719212.687500 Penalty: 2929.220459
	Iteration 13Q: 3 clusters Score -719212.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -719233.625000 Penalty: 2929.220459
	Iteration 14Q: 3 clusters Score -719233.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -719247.312500 Penalty: 2929.220459
	Iteration 15Q: 3 clusters Score -719247.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -719259.312500 Penalty: 2929.220459
	Iteration 16Q: 3 clusters Score -719259.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -719266.687500 Penalty: 2929.220459
	Iteration 17Q: 3 clusters Score -719266.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -719278.562500 Penalty: 2929.220459
	Iteration 18Q: 3 clusters Score -719278.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -719284.312500 Penalty: 2929.220459
	Iteration 19Q: 3 clusters Score -719284.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -719289.750000 Penalty: 2929.220459
	Iteration 20F: 3 clusters Score -719289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -719293.000000 Penalty: 2929.220459
	Iteration 21Q: 3 clusters Score -719293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -719294.312500 Penalty: 2929.220459
	Iteration 22Q: 3 clusters Score -719294.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -719297.187500 Penalty: 2929.220459
	Iteration 23Q: 3 clusters Score -719297.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -719299.562500 Penalty: 2929.220459
	Iteration 24Q: 3 clusters Score -719299.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -719304.875000 Penalty: 2929.220459
	Iteration 25Q: 3 clusters Score -719304.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -719308.750000 Penalty: 2929.220459
	Iteration 26Q: 3 clusters Score -719308.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -719309.187500 Penalty: 2929.220459
	Iteration 27Q: 3 clusters Score -719309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -719312.750000 Penalty: 2929.220459
	Iteration 28Q: 3 clusters Score -719312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -719316.000000 Penalty: 2929.220459
	Iteration 29Q: 3 clusters Score -719316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -719316.187500 Penalty: 2929.220459
	Iteration 30Q: 3 clusters Score -719316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -719319.750000 Penalty: 2929.220459
	Iteration 31Q: 3 clusters Score -719319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -719319.750000 Penalty: 2929.220459
	Iteration 32Q: 3 clusters Score -719319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -719318.437500 Penalty: 2929.220459
	Iteration 33Q: 3 clusters Score -719318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -719318.437500 Penalty: 2929.220459
	Iteration 34F: 3 clusters Score -719318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Entering Unmasked Estep 
Score: -3657846.000000 Penalty: 1723.058472
	Iteration 0F: 2 clusters Score -3657846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3630772.000000 Penalty: 3446.116943
	Iteration 0F: 3 clusters Score -3630772 nChanged 18766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3641248.250000 Penalty: 3446.116943
	Iteration 1F: 3 clusters Score -3641248 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3641682.000000 Penalty: 3446.116943
	Iteration 2Q: 3 clusters Score -3641682 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3642222.250000 Penalty: 3446.116943
	Iteration 3Q: 3 clusters Score -3642222 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3643036.000000 Penalty: 3446.116943
	Iteration 4Q: 3 clusters Score -3643036 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3644360.250000 Penalty: 3446.116943
	Iteration 5F: 3 clusters Score -3644360 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3646649.000000 Penalty: 3446.116943
	Iteration 6F: 3 clusters Score -3646649 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3649978.500000 Penalty: 3446.116943
	Iteration 7F: 3 clusters Score -3649978 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3653085.500000 Penalty: 3446.116943
	Iteration 8F: 3 clusters Score -3653086 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3654920.250000 Penalty: 3446.116943
	Iteration 9Q: 3 clusters Score -3654920 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3655768.750000 Penalty: 3446.116943
	Iteration 10Q: 3 clusters Score -3655769 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3656079.750000 Penalty: 3446.116943
	Iteration 11Q: 3 clusters Score -3656080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3656205.000000 Penalty: 3446.116943
	Iteration 12Q: 3 clusters Score -3656205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3656276.000000 Penalty: 3446.116943
	Iteration 13Q: 3 clusters Score -3656276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3656309.250000 Penalty: 3446.116943
	Iteration 14Q: 3 clusters Score -3656309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3656334.250000 Penalty: 3446.116943
	Iteration 15Q: 3 clusters Score -3656334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3656351.250000 Penalty: 3446.116943
	Iteration 16Q: 3 clusters Score -3656351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3656360.000000 Penalty: 3446.116943
	Iteration 17Q: 3 clusters Score -3656360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3656357.000000 Penalty: 3446.116943
	Iteration 18Q: 3 clusters Score -3656357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3656360.500000 Penalty: 3446.116943
	Iteration 19Q: 3 clusters Score -3656360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3656365.750000 Penalty: 3446.116943
	Iteration 20F: 3 clusters Score -3656366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3656377.000000 Penalty: 3446.116943
	Iteration 21Q: 3 clusters Score -3656377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3656377.000000 Penalty: 3446.116943
	Iteration 22F: 3 clusters Score -3656377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Entering Unmasked Estep 
Score: -832410.312500 Penalty: 1475.537598
	Iteration 0F: 2 clusters Score -832410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -826016.750000 Penalty: 2951.075195
	Iteration 0F: 3 clusters Score -826016.8 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -828144.687500 Penalty: 2951.075195
	Iteration 1F: 3 clusters Score -828144.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -828557.187500 Penalty: 2951.075195
	Iteration 2F: 3 clusters Score -828557.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -828994.062500 Penalty: 2951.075195
	Iteration 3F: 3 clusters Score -828994.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -829442.312500 Penalty: 2951.075195
	Iteration 4F: 3 clusters Score -829442.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -829862.625000 Penalty: 2951.075195
	Iteration 5F: 3 clusters Score -829862.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -830192.125000 Penalty: 2951.075195
	Iteration 6F: 3 clusters Score -830192.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -830473.312500 Penalty: 2951.075195
	Iteration 7Q: 3 clusters Score -830473.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -830661.562500 Penalty: 2951.075195
	Iteration 8Q: 3 clusters Score -830661.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -830791.750000 Penalty: 2951.075195
	Iteration 9Q: 3 clusters Score -830791.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -830870.812500 Penalty: 2951.075195
	Iteration 10Q: 3 clusters Score -830870.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -830913.562500 Penalty: 2951.075195
	Iteration 11Q: 3 clusters Score -830913.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -830941.625000 Penalty: 2951.075195
	Iteration 12Q: 3 clusters Score -830941.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -830964.125000 Penalty: 2951.075195
	Iteration 13Q: 3 clusters Score -830964.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -830982.187500 Penalty: 2951.075195
	Iteration 14Q: 3 clusters Score -830982.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -831004.875000 Penalty: 2951.075195
	Iteration 15Q: 3 clusters Score -831004.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -831021.562500 Penalty: 2951.075195
	Iteration 16Q: 3 clusters Score -831021.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -831034.437500 Penalty: 2951.075195
	Iteration 17Q: 3 clusters Score -831034.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -831047.125000 Penalty: 2951.075195
	Iteration 18Q: 3 clusters Score -831047.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -831055.625000 Penalty: 2951.075195
	Iteration 19Q: 3 clusters Score -831055.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -831068.250000 Penalty: 2951.075195
	Iteration 20F: 3 clusters Score -831068.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -831076.937500 Penalty: 2951.075195
	Iteration 21Q: 3 clusters Score -831076.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -831091.250000 Penalty: 2951.075195
	Iteration 22Q: 3 clusters Score -831091.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -831099.625000 Penalty: 2951.075195
	Iteration 23Q: 3 clusters Score -831099.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -831103.937500 Penalty: 2951.075195
	Iteration 24Q: 3 clusters Score -831103.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -831111.375000 Penalty: 2951.075195
	Iteration 25Q: 3 clusters Score -831111.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -831116.812500 Penalty: 2951.075195
	Iteration 26Q: 3 clusters Score -831116.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -831120.437500 Penalty: 2951.075195
	Iteration 27Q: 3 clusters Score -831120.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -831124.437500 Penalty: 2951.075195
	Iteration 28Q: 3 clusters Score -831124.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -831129.187500 Penalty: 2951.075195
	Iteration 29Q: 3 clusters Score -831129.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -831133.875000 Penalty: 2951.075195
	Iteration 30Q: 3 clusters Score -831133.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -831137.250000 Penalty: 2951.075195
	Iteration 31Q: 3 clusters Score -831137.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -831143.250000 Penalty: 2951.075195
	Iteration 32Q: 3 clusters Score -831143.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -831147.875000 Penalty: 2951.075195
	Iteration 33Q: 3 clusters Score -831147.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -831154.625000 Penalty: 2951.075195
	Iteration 34Q: 3 clusters Score -831154.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -831157.250000 Penalty: 2951.075195
	Iteration 35Q: 3 clusters Score -831157.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -831163.000000 Penalty: 2951.075195
	Iteration 36Q: 3 clusters Score -831163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -831167.875000 Penalty: 2951.075195
	Iteration 37Q: 3 clusters Score -831167.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -831172.062500 Penalty: 2951.075195
	Iteration 38Q: 3 clusters Score -831172.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -831178.062500 Penalty: 2951.075195
	Iteration 39Q: 3 clusters Score -831178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -831177.937500 Penalty: 2951.075195
	Iteration 40F: 3 clusters Score -831177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -831179.875000 Penalty: 2951.075195
	Iteration 41Q: 3 clusters Score -831179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -831181.625000 Penalty: 2951.075195
	Iteration 42Q: 3 clusters Score -831181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -831183.875000 Penalty: 2951.075195
	Iteration 43Q: 3 clusters Score -831183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -831185.375000 Penalty: 2951.075195
	Iteration 44Q: 3 clusters Score -831185.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -831186.500000 Penalty: 2951.075195
	Iteration 45Q: 3 clusters Score -831186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -831187.062500 Penalty: 2951.075195
	Iteration 46Q: 3 clusters Score -831187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -831186.562500 Penalty: 2951.075195
	Iteration 47Q: 3 clusters Score -831186.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -831188.437500 Penalty: 2951.075195
	Iteration 48Q: 3 clusters Score -831188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -831191.125000 Penalty: 2951.075195
	Iteration 49Q: 3 clusters Score -831191.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -831193.687500 Penalty: 2951.075195
	Iteration 50Q: 3 clusters Score -831193.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -831193.125000 Penalty: 2951.075195
	Iteration 51Q: 3 clusters Score -831193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -831196.187500 Penalty: 2951.075195
	Iteration 52Q: 3 clusters Score -831196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -831197.875000 Penalty: 2951.075195
	Iteration 53Q: 3 clusters Score -831197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -831197.750000 Penalty: 2951.075195
	Iteration 54Q: 3 clusters Score -831197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -831199.812500 Penalty: 2951.075195
	Iteration 55Q: 3 clusters Score -831199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -831199.437500 Penalty: 2951.075195
	Iteration 56Q: 3 clusters Score -831199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -831200.500000 Penalty: 2951.075195
	Iteration 57Q: 3 clusters Score -831200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -831200.125000 Penalty: 2951.075195
	Iteration 58Q: 3 clusters Score -831200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -831200.187500 Penalty: 2951.075195
	Iteration 59Q: 3 clusters Score -831200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -831200.437500 Penalty: 2951.075195
	Iteration 60F: 3 clusters Score -831200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -831201.937500 Penalty: 2951.075195
	Iteration 61Q: 3 clusters Score -831201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -831201.937500 Penalty: 2951.075195
	Iteration 62F: 3 clusters Score -831201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Entering Unmasked Estep 
Score: -4656305.000000 Penalty: 1758.642334
	Iteration 0F: 2 clusters Score -4656305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -4622645.000000 Penalty: 3517.284668
	Iteration 0F: 3 clusters Score -4622645 nChanged 23602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -4636102.000000 Penalty: 3517.284668
	Iteration 1F: 3 clusters Score -4636102 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4636833.500000 Penalty: 3517.284668
	Iteration 2Q: 3 clusters Score -4636834 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -4637813.500000 Penalty: 3517.284668
	Iteration 3Q: 3 clusters Score -4637814 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4639120.500000 Penalty: 3517.284668
	Iteration 4F: 3 clusters Score -4639120 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4641022.000000 Penalty: 3517.284668
	Iteration 5F: 3 clusters Score -4641022 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4643783.000000 Penalty: 3517.284668
	Iteration 6F: 3 clusters Score -4643783 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -4647054.500000 Penalty: 3517.284668
	Iteration 7F: 3 clusters Score -4647054 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -4650084.500000 Penalty: 3517.284668
	Iteration 8F: 3 clusters Score -4650084 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -4652222.500000 Penalty: 3517.284668
	Iteration 9Q: 3 clusters Score -4652222 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -4653388.000000 Penalty: 3517.284668
	Iteration 10Q: 3 clusters Score -4653388 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -4654001.500000 Penalty: 3517.284668
	Iteration 11Q: 3 clusters Score -4654002 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -4654289.500000 Penalty: 3517.284668
	Iteration 12Q: 3 clusters Score -4654290 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -4654499.500000 Penalty: 3517.284668
	Iteration 13Q: 3 clusters Score -4654500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -4654593.500000 Penalty: 3517.284668
	Iteration 14Q: 3 clusters Score -4654594 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -4654662.000000 Penalty: 3517.284668
	Iteration 15Q: 3 clusters Score -4654662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -4654690.500000 Penalty: 3517.284668
	Iteration 16Q: 3 clusters Score -4654690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -4654717.500000 Penalty: 3517.284668
	Iteration 17Q: 3 clusters Score -4654718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -4654735.000000 Penalty: 3517.284668
	Iteration 18Q: 3 clusters Score -4654735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -4654752.500000 Penalty: 3517.284668
	Iteration 19Q: 3 clusters Score -4654752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -4654776.500000 Penalty: 3517.284668
	Iteration 20F: 3 clusters Score -4654776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -4654779.000000 Penalty: 3517.284668
	Iteration 21Q: 3 clusters Score -4654779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -4654780.500000 Penalty: 3517.284668
	Iteration 22Q: 3 clusters Score -4654780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -4654790.000000 Penalty: 3517.284668
	Iteration 23Q: 3 clusters Score -4654790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -4654804.000000 Penalty: 3517.284668
	Iteration 24Q: 3 clusters Score -4654804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -4654806.000000 Penalty: 3517.284668
	Iteration 25Q: 3 clusters Score -4654806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -4654811.000000 Penalty: 3517.284668
	Iteration 26Q: 3 clusters Score -4654811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -4654811.000000 Penalty: 3517.284668
	Iteration 27Q: 3 clusters Score -4654811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -4654814.000000 Penalty: 3517.284668
	Iteration 28Q: 3 clusters Score -4654814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -4654815.000000 Penalty: 3517.284668
	Iteration 29Q: 3 clusters Score -4654815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -4654817.500000 Penalty: 3517.284668
	Iteration 30Q: 3 clusters Score -4654818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -4654821.000000 Penalty: 3517.284668
	Iteration 31Q: 3 clusters Score -4654821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -4654826.500000 Penalty: 3517.284668
	Iteration 32Q: 3 clusters Score -4654826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -4654836.500000 Penalty: 3517.284668
	Iteration 33Q: 3 clusters Score -4654836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -4654840.500000 Penalty: 3517.284668
	Iteration 34Q: 3 clusters Score -4654840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -4654845.500000 Penalty: 3517.284668
	Iteration 35Q: 3 clusters Score -4654846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -4654845.000000 Penalty: 3517.284668
	Iteration 36Q: 3 clusters Score -4654845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -4654844.000000 Penalty: 3517.284668
	Iteration 37Q: 3 clusters Score -4654844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -4654845.500000 Penalty: 3517.284668
	Iteration 38Q: 3 clusters Score -4654846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -4654848.500000 Penalty: 3517.284668
	Iteration 39Q: 3 clusters Score -4654848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -4654851.500000 Penalty: 3517.284668
	Iteration 40F: 3 clusters Score -4654852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -505400.562500 Penalty: 1406.047119
	Iteration 0F: 2 clusters Score -505400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -501028.031250 Penalty: 2812.094238
	Iteration 0F: 3 clusters Score -501028 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -502280.750000 Penalty: 2812.094238
	Iteration 1F: 3 clusters Score -502280.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -502551.062500 Penalty: 2812.094238
	Iteration 2F: 3 clusters Score -502551.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -502933.875000 Penalty: 2812.094238
	Iteration 3F: 3 clusters Score -502933.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -503391.937500 Penalty: 2812.094238
	Iteration 4F: 3 clusters Score -503391.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -503890.375000 Penalty: 2812.094238
	Iteration 5F: 3 clusters Score -503890.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -504306.562500 Penalty: 2812.094238
	Iteration 6F: 3 clusters Score -504306.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -504589.812500 Penalty: 2812.094238
	Iteration 7F: 3 clusters Score -504589.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -504774.687500 Penalty: 2812.094238
	Iteration 8Q: 3 clusters Score -504774.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -504874.843750 Penalty: 2812.094238
	Iteration 9Q: 3 clusters Score -504874.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -504935.718750 Penalty: 2812.094238
	Iteration 10Q: 3 clusters Score -504935.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -504971.031250 Penalty: 2812.094238
	Iteration 11Q: 3 clusters Score -504971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -505001.906250 Penalty: 2812.094238
	Iteration 12Q: 3 clusters Score -505001.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -505022.062500 Penalty: 2812.094238
	Iteration 13Q: 3 clusters Score -505022.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -505033.812500 Penalty: 2812.094238
	Iteration 14Q: 3 clusters Score -505033.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -505040.625000 Penalty: 2812.094238
	Iteration 15Q: 3 clusters Score -505040.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -505046.062500 Penalty: 2812.094238
	Iteration 16Q: 3 clusters Score -505046.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -505047.843750 Penalty: 2812.094238
	Iteration 17Q: 3 clusters Score -505047.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -505050.531250 Penalty: 2812.094238
	Iteration 18Q: 3 clusters Score -505050.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -505051.218750 Penalty: 2812.094238
	Iteration 19Q: 3 clusters Score -505051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -505055.031250 Penalty: 2812.094238
	Iteration 20F: 3 clusters Score -505055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -505056.125000 Penalty: 2812.094238
	Iteration 21Q: 3 clusters Score -505056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -505057.843750 Penalty: 2812.094238
	Iteration 22Q: 3 clusters Score -505057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -505059.031250 Penalty: 2812.094238
	Iteration 23Q: 3 clusters Score -505059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -505059.531250 Penalty: 2812.094238
	Iteration 24Q: 3 clusters Score -505059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -505059.437500 Penalty: 2812.094238
	Iteration 25Q: 3 clusters Score -505059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -505059.937500 Penalty: 2812.094238
	Iteration 26Q: 3 clusters Score -505059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -505059.656250 Penalty: 2812.094238
	Iteration 27Q: 3 clusters Score -505059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -505059.093750 Penalty: 2812.094238
	Iteration 28Q: 3 clusters Score -505059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -505059.093750 Penalty: 2812.094238
	Iteration 29F: 3 clusters Score -505059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -223089.890625 Penalty: 1289.125488
	Iteration 0F: 2 clusters Score -223089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -220578.312500 Penalty: 2578.250977
	Iteration 0F: 3 clusters Score -220578.3 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -221326.656250 Penalty: 2578.250977
	Iteration 1F: 3 clusters Score -221326.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -221676.000000 Penalty: 2578.250977
	Iteration 2F: 3 clusters Score -221676 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -222142.671875 Penalty: 2578.250977
	Iteration 3F: 3 clusters Score -222142.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -222737.281250 Penalty: 2578.250977
	Iteration 4F: 3 clusters Score -222737.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -223192.078125 Penalty: 2578.250977
	Iteration 5F: 3 clusters Score -223192.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -223373.906250 Penalty: 2578.250977
	Iteration 6F: 3 clusters Score -223373.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -223441.828125 Penalty: 2578.250977
	Iteration 7Q: 3 clusters Score -223441.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -223459.375000 Penalty: 2578.250977
	Iteration 8Q: 3 clusters Score -223459.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -223471.203125 Penalty: 2578.250977
	Iteration 9Q: 3 clusters Score -223471.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -223483.015625 Penalty: 2578.250977
	Iteration 10Q: 3 clusters Score -223483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -223491.078125 Penalty: 2578.250977
	Iteration 11Q: 3 clusters Score -223491.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -223497.375000 Penalty: 2578.250977
	Iteration 12Q: 3 clusters Score -223497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -223500.671875 Penalty: 2578.250977
	Iteration 13Q: 3 clusters Score -223500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -223503.171875 Penalty: 2578.250977
	Iteration 14Q: 3 clusters Score -223503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -223505.015625 Penalty: 2578.250977
	Iteration 15Q: 3 clusters Score -223505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -223506.546875 Penalty: 2578.250977
	Iteration 16Q: 3 clusters Score -223506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -223507.078125 Penalty: 2578.250977
	Iteration 17Q: 3 clusters Score -223507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -223507.312500 Penalty: 2578.250977
	Iteration 18Q: 3 clusters Score -223507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -223507.921875 Penalty: 2578.250977
	Iteration 19Q: 3 clusters Score -223507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -223507.921875 Penalty: 2578.250977
	Iteration 20F: 3 clusters Score -223507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 8209 members 
Mstep: Class 6 contains 40273 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 50132 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 190501 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7400 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 170520 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 2692 members 
Mstep: Class 24 contains 1982 members 
Entering Unmasked Estep 
Score: -51559092.000000 Penalty: 51736.554688
Splitting cluster 10 changes total score from -51559560.000000 to -51559092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (190501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190501 members 
Entering Unmasked Estep 
Score: -17864776.000000 Penalty: 1975.579590
	Iteration 0F: 2 clusters Score -1.786478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -17737466.000000 Penalty: 3951.159180
	Iteration 0F: 3 clusters Score -1.773747e+07 nChanged 92142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -17793556.000000 Penalty: 3951.159180
	Iteration 1F: 3 clusters Score -1.779356e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -17796526.000000 Penalty: 3951.159180
	Iteration 2Q: 3 clusters Score -1.779653e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -17801626.000000 Penalty: 3951.159180
	Iteration 3F: 3 clusters Score -1.780163e+07 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -17810208.000000 Penalty: 3951.159180
	Iteration 4F: 3 clusters Score -1.781021e+07 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138660 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -17821898.000000 Penalty: 3951.159180
	Iteration 5F: 3 clusters Score -1.78219e+07 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150575 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -17834026.000000 Penalty: 3951.159180
	Iteration 6F: 3 clusters Score -1.783403e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159984 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -17842940.000000 Penalty: 3951.159180
	Iteration 7F: 3 clusters Score -1.784294e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -17848836.000000 Penalty: 3951.159180
	Iteration 8Q: 3 clusters Score -1.784884e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171417 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -17852376.000000 Penalty: 3951.159180
	Iteration 9Q: 3 clusters Score -1.785238e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -17854728.000000 Penalty: 3951.159180
	Iteration 10Q: 3 clusters Score -1.785473e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177913 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -17856730.000000 Penalty: 3951.159180
	Iteration 11Q: 3 clusters Score -1.785673e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180160 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -17858756.000000 Penalty: 3951.159180
	Iteration 12Q: 3 clusters Score -1.785876e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181782 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -17860444.000000 Penalty: 3951.159180
	Iteration 13Q: 3 clusters Score -1.786044e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182801 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -17861282.000000 Penalty: 3951.159180
	Iteration 14Q: 3 clusters Score -1.786128e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183570 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -17861716.000000 Penalty: 3951.159180
	Iteration 15Q: 3 clusters Score -1.786172e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184184 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -17861950.000000 Penalty: 3951.159180
	Iteration 16Q: 3 clusters Score -1.786195e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184686 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -17862198.000000 Penalty: 3951.159180
	Iteration 17Q: 3 clusters Score -1.78622e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185102 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -17862290.000000 Penalty: 3951.159180
	Iteration 18Q: 3 clusters Score -1.786229e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185484 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -17862412.000000 Penalty: 3951.159180
	Iteration 19Q: 3 clusters Score -1.786241e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -17862468.000000 Penalty: 3951.159180
	Iteration 20F: 3 clusters Score -1.786247e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186115 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -17862606.000000 Penalty: 3951.159180
	Iteration 21Q: 3 clusters Score -1.786261e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186358 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -17862656.000000 Penalty: 3951.159180
	Iteration 22Q: 3 clusters Score -1.786266e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186562 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -17862762.000000 Penalty: 3951.159180
	Iteration 23Q: 3 clusters Score -1.786276e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186753 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -17862810.000000 Penalty: 3951.159180
	Iteration 24Q: 3 clusters Score -1.786281e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186910 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -17862848.000000 Penalty: 3951.159180
	Iteration 25Q: 3 clusters Score -1.786285e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187043 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -17862858.000000 Penalty: 3951.159180
	Iteration 26Q: 3 clusters Score -1.786286e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -17862884.000000 Penalty: 3951.159180
	Iteration 27Q: 3 clusters Score -1.786288e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187286 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -17862920.000000 Penalty: 3951.159180
	Iteration 28Q: 3 clusters Score -1.786292e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187399 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -17862944.000000 Penalty: 3951.159180
	Iteration 29Q: 3 clusters Score -1.786294e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187505 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -17862998.000000 Penalty: 3951.159180
	Iteration 30Q: 3 clusters Score -1.7863e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187591 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -17863012.000000 Penalty: 3951.159180
	Iteration 31Q: 3 clusters Score -1.786301e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187676 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -17863052.000000 Penalty: 3951.159180
	Iteration 32Q: 3 clusters Score -1.786305e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187758 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -17863058.000000 Penalty: 3951.159180
	Iteration 33Q: 3 clusters Score -1.786306e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187844 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -17863076.000000 Penalty: 3951.159180
	Iteration 34Q: 3 clusters Score -1.786308e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187914 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -17863118.000000 Penalty: 3951.159180
	Iteration 35Q: 3 clusters Score -1.786312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187974 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -17863136.000000 Penalty: 3951.159180
	Iteration 36Q: 3 clusters Score -1.786314e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188040 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -17863164.000000 Penalty: 3951.159180
	Iteration 37Q: 3 clusters Score -1.786316e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188093 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -17863166.000000 Penalty: 3951.159180
	Iteration 38Q: 3 clusters Score -1.786317e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188138 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -17863190.000000 Penalty: 3951.159180
	Iteration 39Q: 3 clusters Score -1.786319e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188188 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -17863194.000000 Penalty: 3951.159180
	Iteration 40F: 3 clusters Score -1.786319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188223 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -17863198.000000 Penalty: 3951.159180
	Iteration 41Q: 3 clusters Score -1.78632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188247 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -17863202.000000 Penalty: 3951.159180
	Iteration 42Q: 3 clusters Score -1.78632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188268 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -17863206.000000 Penalty: 3951.159180
	Iteration 43Q: 3 clusters Score -1.786321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17863210.000000 Penalty: 3951.159180
	Iteration 44Q: 3 clusters Score -1.786321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188311 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -17863232.000000 Penalty: 3951.159180
	Iteration 45Q: 3 clusters Score -1.786323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188333 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -17863238.000000 Penalty: 3951.159180
	Iteration 46Q: 3 clusters Score -1.786324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188350 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -17863260.000000 Penalty: 3951.159180
	Iteration 47Q: 3 clusters Score -1.786326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188360 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17863238.000000 Penalty: 3951.159180
	Iteration 48Q: 3 clusters Score -1.786324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188365 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -17863234.000000 Penalty: 3951.159180
	Iteration 49Q: 3 clusters Score -1.786323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188369 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -17863242.000000 Penalty: 3951.159180
	Iteration 50Q: 3 clusters Score -1.786324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188378 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -17863242.000000 Penalty: 3951.159180
	Iteration 51Q: 3 clusters Score -1.786324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188390 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -17863254.000000 Penalty: 3951.159180
	Iteration 52Q: 3 clusters Score -1.786325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188404 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -17863258.000000 Penalty: 3951.159180
	Iteration 53Q: 3 clusters Score -1.786326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188420 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17863272.000000 Penalty: 3951.159180
	Iteration 54Q: 3 clusters Score -1.786327e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188439 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -17863280.000000 Penalty: 3951.159180
	Iteration 55Q: 3 clusters Score -1.786328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188445 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17863272.000000 Penalty: 3951.159180
	Iteration 56Q: 3 clusters Score -1.786327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188446 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -17863276.000000 Penalty: 3951.159180
	Iteration 57Q: 3 clusters Score -1.786328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188448 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -17863268.000000 Penalty: 3951.159180
	Iteration 58Q: 3 clusters Score -1.786327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188450 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -17863274.000000 Penalty: 3951.159180
	Iteration 59Q: 3 clusters Score -1.786327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188451 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17863264.000000 Penalty: 3951.159180
	Iteration 60F: 3 clusters Score -1.786326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188452 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -17863272.000000 Penalty: 3951.159180
	Iteration 61Q: 3 clusters Score -1.786327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188453 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -17863270.000000 Penalty: 3951.159180
	Iteration 62Q: 3 clusters Score -1.786327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188454 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -17863292.000000 Penalty: 3951.159180
	Iteration 63Q: 3 clusters Score -1.786329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188460 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -17863278.000000 Penalty: 3951.159180
	Iteration 64Q: 3 clusters Score -1.786328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188469 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -17863266.000000 Penalty: 3951.159180
	Iteration 65Q: 3 clusters Score -1.786327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188474 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -17863274.000000 Penalty: 3951.159180
	Iteration 66Q: 3 clusters Score -1.786327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188475 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17863266.000000 Penalty: 3951.159180
	Iteration 67Q: 3 clusters Score -1.786327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188477 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -17863282.000000 Penalty: 3951.159180
	Iteration 68Q: 3 clusters Score -1.786328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188478 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17863284.000000 Penalty: 3951.159180
	Iteration 69Q: 3 clusters Score -1.786328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188481 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -17863274.000000 Penalty: 3951.159180
	Iteration 70Q: 3 clusters Score -1.786327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188489 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -17863270.000000 Penalty: 3951.159180
	Iteration 71Q: 3 clusters Score -1.786327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188493 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -17863262.000000 Penalty: 3951.159180
	Iteration 72Q: 3 clusters Score -1.786326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188499 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -17863258.000000 Penalty: 3951.159180
	Iteration 73Q: 3 clusters Score -1.786326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188507 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -17863250.000000 Penalty: 3951.159180
	Iteration 74Q: 3 clusters Score -1.786325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188520 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17863244.000000 Penalty: 3951.159180
	Iteration 75Q: 3 clusters Score -1.786324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188532 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -17863232.000000 Penalty: 3951.159180
	Iteration 76Q: 3 clusters Score -1.786323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188539 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17863230.000000 Penalty: 3951.159180
	Iteration 77Q: 3 clusters Score -1.786323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188546 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -17863244.000000 Penalty: 3951.159180
	Iteration 78Q: 3 clusters Score -1.786324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188549 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -17863244.000000 Penalty: 3951.159180
	Iteration 79Q: 3 clusters Score -1.786324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188548 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -17863238.000000 Penalty: 3951.159180
	Iteration 80F: 3 clusters Score -1.786324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188550 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -17863232.000000 Penalty: 3951.159180
	Iteration 81Q: 3 clusters Score -1.786323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188550 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -17863238.000000 Penalty: 3951.159180
	Iteration 82Q: 3 clusters Score -1.786324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188552 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17863230.000000 Penalty: 3951.159180
	Iteration 83Q: 3 clusters Score -1.786323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188554 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -17863236.000000 Penalty: 3951.159180
	Iteration 84Q: 3 clusters Score -1.786324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -17863228.000000 Penalty: 3951.159180
	Iteration 85Q: 3 clusters Score -1.786323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188555 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -17863232.000000 Penalty: 3951.159180
	Iteration 86Q: 3 clusters Score -1.786323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -17863234.000000 Penalty: 3951.159180
	Iteration 87Q: 3 clusters Score -1.786323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -17863236.000000 Penalty: 3951.159180
	Iteration 88Q: 3 clusters Score -1.786324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188557 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -17863230.000000 Penalty: 3951.159180
	Iteration 89Q: 3 clusters Score -1.786323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188558 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17863234.000000 Penalty: 3951.159180
	Iteration 90Q: 3 clusters Score -1.786323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188559 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -17863236.000000 Penalty: 3951.159180
	Iteration 91Q: 3 clusters Score -1.786324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188559 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -17863234.000000 Penalty: 3951.159180
	Iteration 92Q: 3 clusters Score -1.786323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188563 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -17863238.000000 Penalty: 3951.159180
	Iteration 93Q: 3 clusters Score -1.786324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188563 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -17863230.000000 Penalty: 3951.159180
	Iteration 94Q: 3 clusters Score -1.786323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188564 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -17863236.000000 Penalty: 3951.159180
	Iteration 95Q: 3 clusters Score -1.786324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188563 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -17863236.000000 Penalty: 3951.159180
	Iteration 96Q: 3 clusters Score -1.786324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188563 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -17863236.000000 Penalty: 3951.159180
	Iteration 97F: 3 clusters Score -1.786324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Entering Unmasked Estep 
Score: -1172023.750000 Penalty: 1543.461182
	Iteration 0F: 2 clusters Score -1172024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1162698.000000 Penalty: 3086.922363
	Iteration 0F: 3 clusters Score -1162698 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1166078.250000 Penalty: 3086.922363
	Iteration 1F: 3 clusters Score -1166078 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1166923.625000 Penalty: 3086.922363
	Iteration 2F: 3 clusters Score -1166924 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1167919.875000 Penalty: 3086.922363
	Iteration 3F: 3 clusters Score -1167920 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1168861.500000 Penalty: 3086.922363
	Iteration 4F: 3 clusters Score -1168862 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1169515.000000 Penalty: 3086.922363
	Iteration 5F: 3 clusters Score -1169515 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1169888.750000 Penalty: 3086.922363
	Iteration 6Q: 3 clusters Score -1169889 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1170124.375000 Penalty: 3086.922363
	Iteration 7Q: 3 clusters Score -1170124 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1170334.500000 Penalty: 3086.922363
	Iteration 8Q: 3 clusters Score -1170334 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1170535.500000 Penalty: 3086.922363
	Iteration 9Q: 3 clusters Score -1170536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1170672.375000 Penalty: 3086.922363
	Iteration 10Q: 3 clusters Score -1170672 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1170754.125000 Penalty: 3086.922363
	Iteration 11Q: 3 clusters Score -1170754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1170825.750000 Penalty: 3086.922363
	Iteration 12Q: 3 clusters Score -1170826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1170876.875000 Penalty: 3086.922363
	Iteration 13Q: 3 clusters Score -1170877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1170922.000000 Penalty: 3086.922363
	Iteration 14Q: 3 clusters Score -1170922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1170961.625000 Penalty: 3086.922363
	Iteration 15Q: 3 clusters Score -1170962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1171006.250000 Penalty: 3086.922363
	Iteration 16Q: 3 clusters Score -1171006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1171036.750000 Penalty: 3086.922363
	Iteration 17Q: 3 clusters Score -1171037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1171060.750000 Penalty: 3086.922363
	Iteration 18Q: 3 clusters Score -1171061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1171083.625000 Penalty: 3086.922363
	Iteration 19Q: 3 clusters Score -1171084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1171110.500000 Penalty: 3086.922363
	Iteration 20F: 3 clusters Score -1171110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1171128.750000 Penalty: 3086.922363
	Iteration 21Q: 3 clusters Score -1171129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1171152.625000 Penalty: 3086.922363
	Iteration 22Q: 3 clusters Score -1171153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1171168.250000 Penalty: 3086.922363
	Iteration 23Q: 3 clusters Score -1171168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1171177.750000 Penalty: 3086.922363
	Iteration 24Q: 3 clusters Score -1171178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1171182.750000 Penalty: 3086.922363
	Iteration 25Q: 3 clusters Score -1171183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1171190.000000 Penalty: 3086.922363
	Iteration 26Q: 3 clusters Score -1171190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1171194.500000 Penalty: 3086.922363
	Iteration 27Q: 3 clusters Score -1171194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1171199.875000 Penalty: 3086.922363
	Iteration 28Q: 3 clusters Score -1171200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1171203.625000 Penalty: 3086.922363
	Iteration 29Q: 3 clusters Score -1171204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1171208.000000 Penalty: 3086.922363
	Iteration 30Q: 3 clusters Score -1171208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1171209.000000 Penalty: 3086.922363
	Iteration 31Q: 3 clusters Score -1171209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1171211.125000 Penalty: 3086.922363
	Iteration 32Q: 3 clusters Score -1171211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1171210.125000 Penalty: 3086.922363
	Iteration 33Q: 3 clusters Score -1171210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1171214.625000 Penalty: 3086.922363
	Iteration 34Q: 3 clusters Score -1171215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1171222.500000 Penalty: 3086.922363
	Iteration 35Q: 3 clusters Score -1171222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1171224.500000 Penalty: 3086.922363
	Iteration 36Q: 3 clusters Score -1171224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1171229.375000 Penalty: 3086.922363
	Iteration 37Q: 3 clusters Score -1171229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1171236.625000 Penalty: 3086.922363
	Iteration 38Q: 3 clusters Score -1171237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1171242.375000 Penalty: 3086.922363
	Iteration 39Q: 3 clusters Score -1171242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1171244.750000 Penalty: 3086.922363
	Iteration 40F: 3 clusters Score -1171245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1171244.375000 Penalty: 3086.922363
	Iteration 41Q: 3 clusters Score -1171244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1171246.375000 Penalty: 3086.922363
	Iteration 42Q: 3 clusters Score -1171246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1171245.000000 Penalty: 3086.922363
	Iteration 43Q: 3 clusters Score -1171245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1171245.000000 Penalty: 3086.922363
	Iteration 44Q: 3 clusters Score -1171245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1171248.000000 Penalty: 3086.922363
	Iteration 45Q: 3 clusters Score -1171248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1171251.250000 Penalty: 3086.922363
	Iteration 46Q: 3 clusters Score -1171251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1171249.625000 Penalty: 3086.922363
	Iteration 47Q: 3 clusters Score -1171250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1171249.625000 Penalty: 3086.922363
	Iteration 48F: 3 clusters Score -1171250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -171718.031250 Penalty: 1226.383301
	Iteration 0F: 2 clusters Score -171718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -169688.859375 Penalty: 2452.766602
	Iteration 0F: 3 clusters Score -169688.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -170116.984375 Penalty: 2452.766602
	Iteration 1F: 3 clusters Score -170117 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -170220.578125 Penalty: 2452.766602
	Iteration 2F: 3 clusters Score -170220.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -170271.406250 Penalty: 2452.766602
	Iteration 3Q: 3 clusters Score -170271.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -170319.125000 Penalty: 2452.766602
	Iteration 4Q: 3 clusters Score -170319.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -170349.468750 Penalty: 2452.766602
	Iteration 5Q: 3 clusters Score -170349.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -170372.406250 Penalty: 2452.766602
	Iteration 6Q: 3 clusters Score -170372.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -170400.250000 Penalty: 2452.766602
	Iteration 7Q: 3 clusters Score -170400.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -170424.718750 Penalty: 2452.766602
	Iteration 8Q: 3 clusters Score -170424.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -170452.953125 Penalty: 2452.766602
	Iteration 9Q: 3 clusters Score -170453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -170472.796875 Penalty: 2452.766602
	Iteration 10Q: 3 clusters Score -170472.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -170487.250000 Penalty: 2452.766602
	Iteration 11Q: 3 clusters Score -170487.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -170497.953125 Penalty: 2452.766602
	Iteration 12Q: 3 clusters Score -170498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -170504.140625 Penalty: 2452.766602
	Iteration 13Q: 3 clusters Score -170504.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -170513.250000 Penalty: 2452.766602
	Iteration 14Q: 3 clusters Score -170513.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -170519.781250 Penalty: 2452.766602
	Iteration 15Q: 3 clusters Score -170519.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -170526.375000 Penalty: 2452.766602
	Iteration 16Q: 3 clusters Score -170526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -170530.250000 Penalty: 2452.766602
	Iteration 17Q: 3 clusters Score -170530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -170533.750000 Penalty: 2452.766602
	Iteration 18Q: 3 clusters Score -170533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170537.031250 Penalty: 2452.766602
	Iteration 19Q: 3 clusters Score -170537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -170538.906250 Penalty: 2452.766602
	Iteration 20F: 3 clusters Score -170538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -170539.734375 Penalty: 2452.766602
	Iteration 21Q: 3 clusters Score -170539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -170539.828125 Penalty: 2452.766602
	Iteration 22Q: 3 clusters Score -170539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -170539.828125 Penalty: 2452.766602
	Iteration 23F: 3 clusters Score -170539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Entering Unmasked Estep 
Score: -611228.062500 Penalty: 1447.750732
	Iteration 0F: 2 clusters Score -611228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -605749.000000 Penalty: 2895.501465
	Iteration 0F: 3 clusters Score -605749 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -607377.500000 Penalty: 2895.501465
	Iteration 1F: 3 clusters Score -607377.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -607607.437500 Penalty: 2895.501465
	Iteration 2F: 3 clusters Score -607607.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -607822.687500 Penalty: 2895.501465
	Iteration 3F: 3 clusters Score -607822.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -608056.125000 Penalty: 2895.501465
	Iteration 4F: 3 clusters Score -608056.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -608338.687500 Penalty: 2895.501465
	Iteration 5F: 3 clusters Score -608338.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -608613.625000 Penalty: 2895.501465
	Iteration 6F: 3 clusters Score -608613.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -608836.187500 Penalty: 2895.501465
	Iteration 7Q: 3 clusters Score -608836.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -609015.312500 Penalty: 2895.501465
	Iteration 8Q: 3 clusters Score -609015.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -609168.312500 Penalty: 2895.501465
	Iteration 9Q: 3 clusters Score -609168.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -609306.750000 Penalty: 2895.501465
	Iteration 10Q: 3 clusters Score -609306.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -609444.375000 Penalty: 2895.501465
	Iteration 11Q: 3 clusters Score -609444.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -609562.687500 Penalty: 2895.501465
	Iteration 12Q: 3 clusters Score -609562.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -609654.500000 Penalty: 2895.501465
	Iteration 13Q: 3 clusters Score -609654.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -609719.625000 Penalty: 2895.501465
	Iteration 14Q: 3 clusters Score -609719.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -609779.875000 Penalty: 2895.501465
	Iteration 15Q: 3 clusters Score -609779.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -609823.750000 Penalty: 2895.501465
	Iteration 16Q: 3 clusters Score -609823.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -609864.875000 Penalty: 2895.501465
	Iteration 17Q: 3 clusters Score -609864.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -609892.187500 Penalty: 2895.501465
	Iteration 18Q: 3 clusters Score -609892.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -609917.125000 Penalty: 2895.501465
	Iteration 19Q: 3 clusters Score -609917.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -609936.812500 Penalty: 2895.501465
	Iteration 20F: 3 clusters Score -609936.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -609949.125000 Penalty: 2895.501465
	Iteration 21Q: 3 clusters Score -609949.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -609963.375000 Penalty: 2895.501465
	Iteration 22Q: 3 clusters Score -609963.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -609969.625000 Penalty: 2895.501465
	Iteration 23Q: 3 clusters Score -609969.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -609976.625000 Penalty: 2895.501465
	Iteration 24Q: 3 clusters Score -609976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -609982.687500 Penalty: 2895.501465
	Iteration 25Q: 3 clusters Score -609982.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -609990.562500 Penalty: 2895.501465
	Iteration 26Q: 3 clusters Score -609990.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -609997.750000 Penalty: 2895.501465
	Iteration 27Q: 3 clusters Score -609997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -610003.187500 Penalty: 2895.501465
	Iteration 28Q: 3 clusters Score -610003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -610012.187500 Penalty: 2895.501465
	Iteration 29Q: 3 clusters Score -610012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -610017.375000 Penalty: 2895.501465
	Iteration 30Q: 3 clusters Score -610017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -610023.562500 Penalty: 2895.501465
	Iteration 31Q: 3 clusters Score -610023.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -610029.312500 Penalty: 2895.501465
	Iteration 32Q: 3 clusters Score -610029.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -610034.250000 Penalty: 2895.501465
	Iteration 33Q: 3 clusters Score -610034.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -610038.312500 Penalty: 2895.501465
	Iteration 34Q: 3 clusters Score -610038.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -610041.000000 Penalty: 2895.501465
	Iteration 35Q: 3 clusters Score -610041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -610043.312500 Penalty: 2895.501465
	Iteration 36Q: 3 clusters Score -610043.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -610047.062500 Penalty: 2895.501465
	Iteration 37Q: 3 clusters Score -610047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -610051.625000 Penalty: 2895.501465
	Iteration 38Q: 3 clusters Score -610051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -610054.187500 Penalty: 2895.501465
	Iteration 39Q: 3 clusters Score -610054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -610058.875000 Penalty: 2895.501465
	Iteration 40F: 3 clusters Score -610058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -610061.937500 Penalty: 2895.501465
	Iteration 41Q: 3 clusters Score -610061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -610063.687500 Penalty: 2895.501465
	Iteration 42Q: 3 clusters Score -610063.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -610066.875000 Penalty: 2895.501465
	Iteration 43Q: 3 clusters Score -610066.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -610068.562500 Penalty: 2895.501465
	Iteration 44Q: 3 clusters Score -610068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -610070.437500 Penalty: 2895.501465
	Iteration 45Q: 3 clusters Score -610070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -610071.062500 Penalty: 2895.501465
	Iteration 46Q: 3 clusters Score -610071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -610071.687500 Penalty: 2895.501465
	Iteration 47Q: 3 clusters Score -610071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -610072.687500 Penalty: 2895.501465
	Iteration 48Q: 3 clusters Score -610072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -610073.687500 Penalty: 2895.501465
	Iteration 49Q: 3 clusters Score -610073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -610075.062500 Penalty: 2895.501465
	Iteration 50Q: 3 clusters Score -610075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -610076.562500 Penalty: 2895.501465
	Iteration 51Q: 3 clusters Score -610076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -610076.937500 Penalty: 2895.501465
	Iteration 52Q: 3 clusters Score -610076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -610077.187500 Penalty: 2895.501465
	Iteration 53Q: 3 clusters Score -610077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -610078.187500 Penalty: 2895.501465
	Iteration 54Q: 3 clusters Score -610078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -610079.250000 Penalty: 2895.501465
	Iteration 55Q: 3 clusters Score -610079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -610082.250000 Penalty: 2895.501465
	Iteration 56Q: 3 clusters Score -610082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -610084.437500 Penalty: 2895.501465
	Iteration 57Q: 3 clusters Score -610084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -610087.375000 Penalty: 2895.501465
	Iteration 58Q: 3 clusters Score -610087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -610093.687500 Penalty: 2895.501465
	Iteration 59Q: 3 clusters Score -610093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -610096.187500 Penalty: 2895.501465
	Iteration 60F: 3 clusters Score -610096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -610096.437500 Penalty: 2895.501465
	Iteration 61Q: 3 clusters Score -610096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -610096.437500 Penalty: 2895.501465
	Iteration 62F: 3 clusters Score -610096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -443607.906250 Penalty: 1386.239014
	Iteration 0F: 2 clusters Score -443607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -439576.406250 Penalty: 2772.478027
	Iteration 0F: 3 clusters Score -439576.4 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -440700.843750 Penalty: 2772.478027
	Iteration 1F: 3 clusters Score -440700.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -440970.375000 Penalty: 2772.478027
	Iteration 2F: 3 clusters Score -440970.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -441231.687500 Penalty: 2772.478027
	Iteration 3F: 3 clusters Score -441231.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -441504.062500 Penalty: 2772.478027
	Iteration 4F: 3 clusters Score -441504.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -441724.218750 Penalty: 2772.478027
	Iteration 5F: 3 clusters Score -441724.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -441945.343750 Penalty: 2772.478027
	Iteration 6F: 3 clusters Score -441945.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -442176.406250 Penalty: 2772.478027
	Iteration 7F: 3 clusters Score -442176.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -442436.375000 Penalty: 2772.478027
	Iteration 8F: 3 clusters Score -442436.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -442669.125000 Penalty: 2772.478027
	Iteration 9F: 3 clusters Score -442669.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -442872.031250 Penalty: 2772.478027
	Iteration 10Q: 3 clusters Score -442872 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -443045.937500 Penalty: 2772.478027
	Iteration 11Q: 3 clusters Score -443045.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -443168.031250 Penalty: 2772.478027
	Iteration 12Q: 3 clusters Score -443168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -443248.750000 Penalty: 2772.478027
	Iteration 13Q: 3 clusters Score -443248.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -443312.625000 Penalty: 2772.478027
	Iteration 14Q: 3 clusters Score -443312.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -443353.343750 Penalty: 2772.478027
	Iteration 15Q: 3 clusters Score -443353.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -443398.593750 Penalty: 2772.478027
	Iteration 16Q: 3 clusters Score -443398.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -443429.843750 Penalty: 2772.478027
	Iteration 17Q: 3 clusters Score -443429.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -443459.125000 Penalty: 2772.478027
	Iteration 18Q: 3 clusters Score -443459.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -443487.343750 Penalty: 2772.478027
	Iteration 19Q: 3 clusters Score -443487.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -443504.750000 Penalty: 2772.478027
	Iteration 20F: 3 clusters Score -443504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -443518.656250 Penalty: 2772.478027
	Iteration 21Q: 3 clusters Score -443518.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -443529.687500 Penalty: 2772.478027
	Iteration 22Q: 3 clusters Score -443529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -443537.531250 Penalty: 2772.478027
	Iteration 23Q: 3 clusters Score -443537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -443540.687500 Penalty: 2772.478027
	Iteration 24Q: 3 clusters Score -443540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -443543.125000 Penalty: 2772.478027
	Iteration 25Q: 3 clusters Score -443543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -443548.281250 Penalty: 2772.478027
	Iteration 26Q: 3 clusters Score -443548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -443555.531250 Penalty: 2772.478027
	Iteration 27Q: 3 clusters Score -443555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -443561.031250 Penalty: 2772.478027
	Iteration 28Q: 3 clusters Score -443561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -443565.875000 Penalty: 2772.478027
	Iteration 29Q: 3 clusters Score -443565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -443569.156250 Penalty: 2772.478027
	Iteration 30Q: 3 clusters Score -443569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -443577.781250 Penalty: 2772.478027
	Iteration 31Q: 3 clusters Score -443577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -443581.156250 Penalty: 2772.478027
	Iteration 32Q: 3 clusters Score -443581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -443585.781250 Penalty: 2772.478027
	Iteration 33Q: 3 clusters Score -443585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -443586.375000 Penalty: 2772.478027
	Iteration 34Q: 3 clusters Score -443586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -443586.375000 Penalty: 2772.478027
	Iteration 35F: 3 clusters Score -443586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Entering Unmasked Estep 
Score: -1358302.375000 Penalty: 1563.389648
	Iteration 0F: 2 clusters Score -1358302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1347901.375000 Penalty: 3126.779297
	Iteration 0F: 3 clusters Score -1347901 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1351520.250000 Penalty: 3126.779297
	Iteration 1F: 3 clusters Score -1351520 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1351834.125000 Penalty: 3126.779297
	Iteration 2F: 3 clusters Score -1351834 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1352181.750000 Penalty: 3126.779297
	Iteration 3F: 3 clusters Score -1352182 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1352600.750000 Penalty: 3126.779297
	Iteration 4F: 3 clusters Score -1352601 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1353122.500000 Penalty: 3126.779297
	Iteration 5F: 3 clusters Score -1353122 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1353816.000000 Penalty: 3126.779297
	Iteration 6F: 3 clusters Score -1353816 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1354661.000000 Penalty: 3126.779297
	Iteration 7F: 3 clusters Score -1354661 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1355464.875000 Penalty: 3126.779297
	Iteration 8F: 3 clusters Score -1355465 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1356106.125000 Penalty: 3126.779297
	Iteration 9Q: 3 clusters Score -1356106 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1356538.500000 Penalty: 3126.779297
	Iteration 10Q: 3 clusters Score -1356538 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1356726.625000 Penalty: 3126.779297
	Iteration 11Q: 3 clusters Score -1356727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1356836.875000 Penalty: 3126.779297
	Iteration 12Q: 3 clusters Score -1356837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1356889.000000 Penalty: 3126.779297
	Iteration 13Q: 3 clusters Score -1356889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1356929.000000 Penalty: 3126.779297
	Iteration 14Q: 3 clusters Score -1356929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1356942.125000 Penalty: 3126.779297
	Iteration 15Q: 3 clusters Score -1356942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1356952.500000 Penalty: 3126.779297
	Iteration 16Q: 3 clusters Score -1356952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1356959.375000 Penalty: 3126.779297
	Iteration 17Q: 3 clusters Score -1356959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1356968.500000 Penalty: 3126.779297
	Iteration 18Q: 3 clusters Score -1356968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1356969.625000 Penalty: 3126.779297
	Iteration 19Q: 3 clusters Score -1356970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1356970.125000 Penalty: 3126.779297
	Iteration 20F: 3 clusters Score -1356970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1356971.125000 Penalty: 3126.779297
	Iteration 21Q: 3 clusters Score -1356971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1356973.125000 Penalty: 3126.779297
	Iteration 22Q: 3 clusters Score -1356973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1356974.125000 Penalty: 3126.779297
	Iteration 23Q: 3 clusters Score -1356974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1356974.875000 Penalty: 3126.779297
	Iteration 24Q: 3 clusters Score -1356975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1356974.875000 Penalty: 3126.779297
	Iteration 25F: 3 clusters Score -1356975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170520 members 
Entering Unmasked Estep 
Score: -15239286.000000 Penalty: 1957.573853
	Iteration 0F: 2 clusters Score -1.523929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -15124920.000000 Penalty: 3915.147705
	Iteration 0F: 3 clusters Score -1.512492e+07 nChanged 82074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -15174372.000000 Penalty: 3915.147705
	Iteration 1F: 3 clusters Score -1.517437e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -15176007.000000 Penalty: 3915.147705
	Iteration 2Q: 3 clusters Score -1.517601e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -15178722.000000 Penalty: 3915.147705
	Iteration 3Q: 3 clusters Score -1.517872e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -15183201.000000 Penalty: 3915.147705
	Iteration 4F: 3 clusters Score -1.51832e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111519 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -15189417.000000 Penalty: 3915.147705
	Iteration 5F: 3 clusters Score -1.518942e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121708 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -15197782.000000 Penalty: 3915.147705
	Iteration 6F: 3 clusters Score -1.519778e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132856 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -15207175.000000 Penalty: 3915.147705
	Iteration 7F: 3 clusters Score -1.520718e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143383 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -15216232.000000 Penalty: 3915.147705
	Iteration 8F: 3 clusters Score -1.521623e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152085 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -15224093.000000 Penalty: 3915.147705
	Iteration 9F: 3 clusters Score -1.522409e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158205 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -15229501.000000 Penalty: 3915.147705
	Iteration 10Q: 3 clusters Score -1.52295e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161949 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -15232976.000000 Penalty: 3915.147705
	Iteration 11Q: 3 clusters Score -1.523298e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -15235066.000000 Penalty: 3915.147705
	Iteration 12Q: 3 clusters Score -1.523507e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -15236237.000000 Penalty: 3915.147705
	Iteration 13Q: 3 clusters Score -1.523624e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165787 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -15236884.000000 Penalty: 3915.147705
	Iteration 14Q: 3 clusters Score -1.523688e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166282 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -15237192.000000 Penalty: 3915.147705
	Iteration 15Q: 3 clusters Score -1.523719e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -15237404.000000 Penalty: 3915.147705
	Iteration 16Q: 3 clusters Score -1.52374e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -15237589.000000 Penalty: 3915.147705
	Iteration 17Q: 3 clusters Score -1.523759e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -15237745.000000 Penalty: 3915.147705
	Iteration 18Q: 3 clusters Score -1.523774e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167396 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -15237849.000000 Penalty: 3915.147705
	Iteration 19Q: 3 clusters Score -1.523785e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -15237909.000000 Penalty: 3915.147705
	Iteration 20F: 3 clusters Score -1.523791e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167677 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -15237913.000000 Penalty: 3915.147705
	Iteration 21Q: 3 clusters Score -1.523791e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -15237982.000000 Penalty: 3915.147705
	Iteration 22Q: 3 clusters Score -1.523798e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167885 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -15238005.000000 Penalty: 3915.147705
	Iteration 23Q: 3 clusters Score -1.5238e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -15238004.000000 Penalty: 3915.147705
	Iteration 24Q: 3 clusters Score -1.5238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -15238041.000000 Penalty: 3915.147705
	Iteration 25Q: 3 clusters Score -1.523804e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -15238073.000000 Penalty: 3915.147705
	Iteration 26Q: 3 clusters Score -1.523807e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -15238106.000000 Penalty: 3915.147705
	Iteration 27Q: 3 clusters Score -1.523811e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -15238137.000000 Penalty: 3915.147705
	Iteration 28Q: 3 clusters Score -1.523814e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168243 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -15238150.000000 Penalty: 3915.147705
	Iteration 29Q: 3 clusters Score -1.523815e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15238174.000000 Penalty: 3915.147705
	Iteration 30Q: 3 clusters Score -1.523817e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168341 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -15238186.000000 Penalty: 3915.147705
	Iteration 31Q: 3 clusters Score -1.523819e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -15238182.000000 Penalty: 3915.147705
	Iteration 32Q: 3 clusters Score -1.523818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168405 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -15238166.000000 Penalty: 3915.147705
	Iteration 33Q: 3 clusters Score -1.523817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168424 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -15238176.000000 Penalty: 3915.147705
	Iteration 34Q: 3 clusters Score -1.523818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168445 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -15238171.000000 Penalty: 3915.147705
	Iteration 35Q: 3 clusters Score -1.523817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168458 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -15238176.000000 Penalty: 3915.147705
	Iteration 36Q: 3 clusters Score -1.523818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -15238189.000000 Penalty: 3915.147705
	Iteration 37Q: 3 clusters Score -1.523819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168484 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -15238191.000000 Penalty: 3915.147705
	Iteration 38Q: 3 clusters Score -1.523819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168491 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -15238197.000000 Penalty: 3915.147705
	Iteration 39Q: 3 clusters Score -1.52382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -15238193.000000 Penalty: 3915.147705
	Iteration 40F: 3 clusters Score -1.523819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168504 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -15238199.000000 Penalty: 3915.147705
	Iteration 41Q: 3 clusters Score -1.52382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -15238196.000000 Penalty: 3915.147705
	Iteration 42Q: 3 clusters Score -1.52382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -15238204.000000 Penalty: 3915.147705
	Iteration 43Q: 3 clusters Score -1.52382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168528 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -15238218.000000 Penalty: 3915.147705
	Iteration 44Q: 3 clusters Score -1.523822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168540 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -15238216.000000 Penalty: 3915.147705
	Iteration 45Q: 3 clusters Score -1.523822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168548 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -15238207.000000 Penalty: 3915.147705
	Iteration 46Q: 3 clusters Score -1.523821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168557 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -15238190.000000 Penalty: 3915.147705
	Iteration 47Q: 3 clusters Score -1.523819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168567 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -15238203.000000 Penalty: 3915.147705
	Iteration 48Q: 3 clusters Score -1.52382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -15238209.000000 Penalty: 3915.147705
	Iteration 49Q: 3 clusters Score -1.523821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168579 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -15238210.000000 Penalty: 3915.147705
	Iteration 50Q: 3 clusters Score -1.523821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -15238209.000000 Penalty: 3915.147705
	Iteration 51Q: 3 clusters Score -1.523821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168587 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -15238213.000000 Penalty: 3915.147705
	Iteration 52Q: 3 clusters Score -1.523821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -15238201.000000 Penalty: 3915.147705
	Iteration 53Q: 3 clusters Score -1.52382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168597 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -15238208.000000 Penalty: 3915.147705
	Iteration 54Q: 3 clusters Score -1.523821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168600 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -15238213.000000 Penalty: 3915.147705
	Iteration 55Q: 3 clusters Score -1.523821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -15238219.000000 Penalty: 3915.147705
	Iteration 56Q: 3 clusters Score -1.523822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168615 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -15238210.000000 Penalty: 3915.147705
	Iteration 57Q: 3 clusters Score -1.523821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168619 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15238217.000000 Penalty: 3915.147705
	Iteration 58Q: 3 clusters Score -1.523822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168625 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15238210.000000 Penalty: 3915.147705
	Iteration 59Q: 3 clusters Score -1.523821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -15238200.000000 Penalty: 3915.147705
	Iteration 60F: 3 clusters Score -1.52382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15238199.000000 Penalty: 3915.147705
	Iteration 61Q: 3 clusters Score -1.52382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168644 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -15238199.000000 Penalty: 3915.147705
	Iteration 62Q: 3 clusters Score -1.52382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -15238206.000000 Penalty: 3915.147705
	Iteration 63Q: 3 clusters Score -1.523821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -15238210.000000 Penalty: 3915.147705
	Iteration 64Q: 3 clusters Score -1.523821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168649 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -15238204.000000 Penalty: 3915.147705
	Iteration 65Q: 3 clusters Score -1.52382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -15238205.000000 Penalty: 3915.147705
	Iteration 66Q: 3 clusters Score -1.52382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168655 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -15238212.000000 Penalty: 3915.147705
	Iteration 67Q: 3 clusters Score -1.523821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -15238207.000000 Penalty: 3915.147705
	Iteration 68Q: 3 clusters Score -1.523821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15238211.000000 Penalty: 3915.147705
	Iteration 69Q: 3 clusters Score -1.523821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15238212.000000 Penalty: 3915.147705
	Iteration 70Q: 3 clusters Score -1.523821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -15238223.000000 Penalty: 3915.147705
	Iteration 71Q: 3 clusters Score -1.523822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15238222.000000 Penalty: 3915.147705
	Iteration 72Q: 3 clusters Score -1.523822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15238238.000000 Penalty: 3915.147705
	Iteration 73Q: 3 clusters Score -1.523824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168667 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15238244.000000 Penalty: 3915.147705
	Iteration 74Q: 3 clusters Score -1.523824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168670 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -15238244.000000 Penalty: 3915.147705
	Iteration 75Q: 3 clusters Score -1.523824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -15238237.000000 Penalty: 3915.147705
	Iteration 76Q: 3 clusters Score -1.523824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -15238230.000000 Penalty: 3915.147705
	Iteration 77Q: 3 clusters Score -1.523823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -15238231.000000 Penalty: 3915.147705
	Iteration 78Q: 3 clusters Score -1.523823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -15238235.000000 Penalty: 3915.147705
	Iteration 79Q: 3 clusters Score -1.523824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168685 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -15238228.000000 Penalty: 3915.147705
	Iteration 80F: 3 clusters Score -1.523823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15238235.000000 Penalty: 3915.147705
	Iteration 81Q: 3 clusters Score -1.523824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -15238221.000000 Penalty: 3915.147705
	Iteration 82Q: 3 clusters Score -1.523822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -15238217.000000 Penalty: 3915.147705
	Iteration 83Q: 3 clusters Score -1.523822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -15238218.000000 Penalty: 3915.147705
	Iteration 84Q: 3 clusters Score -1.523822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -15238223.000000 Penalty: 3915.147705
	Iteration 85Q: 3 clusters Score -1.523822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -15238223.000000 Penalty: 3915.147705
	Iteration 86F: 3 clusters Score -1.523822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Entering Unmasked Estep 
Score: -1127755.875000 Penalty: 1525.329590
	Iteration 0F: 2 clusters Score -1127756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1119370.500000 Penalty: 3050.659180
	Iteration 0F: 3 clusters Score -1119370 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1122190.875000 Penalty: 3050.659180
	Iteration 1F: 3 clusters Score -1122191 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1122565.500000 Penalty: 3050.659180
	Iteration 2F: 3 clusters Score -1122566 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1122921.125000 Penalty: 3050.659180
	Iteration 3F: 3 clusters Score -1122921 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1123271.500000 Penalty: 3050.659180
	Iteration 4F: 3 clusters Score -1123272 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1123631.625000 Penalty: 3050.659180
	Iteration 5F: 3 clusters Score -1123632 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1124016.375000 Penalty: 3050.659180
	Iteration 6F: 3 clusters Score -1124016 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1124406.125000 Penalty: 3050.659180
	Iteration 7F: 3 clusters Score -1124406 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1124770.875000 Penalty: 3050.659180
	Iteration 8Q: 3 clusters Score -1124771 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1125064.625000 Penalty: 3050.659180
	Iteration 9Q: 3 clusters Score -1125065 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1125298.375000 Penalty: 3050.659180
	Iteration 10Q: 3 clusters Score -1125298 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1125417.750000 Penalty: 3050.659180
	Iteration 11Q: 3 clusters Score -1125418 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1125480.500000 Penalty: 3050.659180
	Iteration 12Q: 3 clusters Score -1125480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1125525.250000 Penalty: 3050.659180
	Iteration 13Q: 3 clusters Score -1125525 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1125542.375000 Penalty: 3050.659180
	Iteration 14Q: 3 clusters Score -1125542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1125551.875000 Penalty: 3050.659180
	Iteration 15Q: 3 clusters Score -1125552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1125557.375000 Penalty: 3050.659180
	Iteration 16Q: 3 clusters Score -1125557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1125566.875000 Penalty: 3050.659180
	Iteration 17Q: 3 clusters Score -1125567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1125570.500000 Penalty: 3050.659180
	Iteration 18Q: 3 clusters Score -1125570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1125576.750000 Penalty: 3050.659180
	Iteration 19Q: 3 clusters Score -1125577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1125580.000000 Penalty: 3050.659180
	Iteration 20F: 3 clusters Score -1125580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1125579.750000 Penalty: 3050.659180
	Iteration 21Q: 3 clusters Score -1125580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1125583.000000 Penalty: 3050.659180
	Iteration 22Q: 3 clusters Score -1125583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1125585.375000 Penalty: 3050.659180
	Iteration 23Q: 3 clusters Score -1125585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1125594.000000 Penalty: 3050.659180
	Iteration 24Q: 3 clusters Score -1125594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1125595.750000 Penalty: 3050.659180
	Iteration 25Q: 3 clusters Score -1125596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1125599.000000 Penalty: 3050.659180
	Iteration 26Q: 3 clusters Score -1125599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1125600.375000 Penalty: 3050.659180
	Iteration 27Q: 3 clusters Score -1125600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1125603.000000 Penalty: 3050.659180
	Iteration 28Q: 3 clusters Score -1125603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1125606.750000 Penalty: 3050.659180
	Iteration 29Q: 3 clusters Score -1125607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1125613.250000 Penalty: 3050.659180
	Iteration 30Q: 3 clusters Score -1125613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1125615.000000 Penalty: 3050.659180
	Iteration 31Q: 3 clusters Score -1125615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1125618.625000 Penalty: 3050.659180
	Iteration 32Q: 3 clusters Score -1125619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1125623.000000 Penalty: 3050.659180
	Iteration 33Q: 3 clusters Score -1125623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1125626.500000 Penalty: 3050.659180
	Iteration 34Q: 3 clusters Score -1125626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1125633.875000 Penalty: 3050.659180
	Iteration 35Q: 3 clusters Score -1125634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1125636.875000 Penalty: 3050.659180
	Iteration 36Q: 3 clusters Score -1125637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1125640.625000 Penalty: 3050.659180
	Iteration 37Q: 3 clusters Score -1125641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1125645.375000 Penalty: 3050.659180
	Iteration 38Q: 3 clusters Score -1125645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1125647.750000 Penalty: 3050.659180
	Iteration 39Q: 3 clusters Score -1125648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1125647.625000 Penalty: 3050.659180
	Iteration 40F: 3 clusters Score -1125648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1125654.625000 Penalty: 3050.659180
	Iteration 41Q: 3 clusters Score -1125655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1125657.125000 Penalty: 3050.659180
	Iteration 42Q: 3 clusters Score -1125657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1125659.250000 Penalty: 3050.659180
	Iteration 43Q: 3 clusters Score -1125659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1125654.750000 Penalty: 3050.659180
	Iteration 44Q: 3 clusters Score -1125655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1125659.000000 Penalty: 3050.659180
	Iteration 45Q: 3 clusters Score -1125659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1125660.625000 Penalty: 3050.659180
	Iteration 46Q: 3 clusters Score -1125661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1125661.125000 Penalty: 3050.659180
	Iteration 47Q: 3 clusters Score -1125661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1125663.625000 Penalty: 3050.659180
	Iteration 48Q: 3 clusters Score -1125664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1125665.125000 Penalty: 3050.659180
	Iteration 49Q: 3 clusters Score -1125665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1125666.750000 Penalty: 3050.659180
	Iteration 50Q: 3 clusters Score -1125667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1125669.125000 Penalty: 3050.659180
	Iteration 51Q: 3 clusters Score -1125669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1125673.750000 Penalty: 3050.659180
	Iteration 52Q: 3 clusters Score -1125674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1125678.000000 Penalty: 3050.659180
	Iteration 53Q: 3 clusters Score -1125678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1125682.625000 Penalty: 3050.659180
	Iteration 54Q: 3 clusters Score -1125683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1125678.875000 Penalty: 3050.659180
	Iteration 55Q: 3 clusters Score -1125679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1125680.625000 Penalty: 3050.659180
	Iteration 56Q: 3 clusters Score -1125681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1125686.000000 Penalty: 3050.659180
	Iteration 57Q: 3 clusters Score -1125686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1125692.500000 Penalty: 3050.659180
	Iteration 58Q: 3 clusters Score -1125692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1125697.250000 Penalty: 3050.659180
	Iteration 59Q: 3 clusters Score -1125697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1125700.500000 Penalty: 3050.659180
	Iteration 60F: 3 clusters Score -1125700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1125707.125000 Penalty: 3050.659180
	Iteration 61Q: 3 clusters Score -1125707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1125712.750000 Penalty: 3050.659180
	Iteration 62Q: 3 clusters Score -1125713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1125718.625000 Penalty: 3050.659180
	Iteration 63Q: 3 clusters Score -1125719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1125717.625000 Penalty: 3050.659180
	Iteration 64Q: 3 clusters Score -1125718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1125720.000000 Penalty: 3050.659180
	Iteration 65Q: 3 clusters Score -1125720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1125723.000000 Penalty: 3050.659180
	Iteration 66Q: 3 clusters Score -1125723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1125729.625000 Penalty: 3050.659180
	Iteration 67Q: 3 clusters Score -1125730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1125732.250000 Penalty: 3050.659180
	Iteration 68Q: 3 clusters Score -1125732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1125736.375000 Penalty: 3050.659180
	Iteration 69Q: 3 clusters Score -1125736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1125735.875000 Penalty: 3050.659180
	Iteration 70Q: 3 clusters Score -1125736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1125736.625000 Penalty: 3050.659180
	Iteration 71Q: 3 clusters Score -1125737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1125740.500000 Penalty: 3050.659180
	Iteration 72Q: 3 clusters Score -1125740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1125742.500000 Penalty: 3050.659180
	Iteration 73Q: 3 clusters Score -1125742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1125749.125000 Penalty: 3050.659180
	Iteration 74Q: 3 clusters Score -1125749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1125751.750000 Penalty: 3050.659180
	Iteration 75Q: 3 clusters Score -1125752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1125760.250000 Penalty: 3050.659180
	Iteration 76Q: 3 clusters Score -1125760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1125767.375000 Penalty: 3050.659180
	Iteration 77Q: 3 clusters Score -1125767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1125771.750000 Penalty: 3050.659180
	Iteration 78Q: 3 clusters Score -1125772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1125779.375000 Penalty: 3050.659180
	Iteration 79Q: 3 clusters Score -1125779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1125781.875000 Penalty: 3050.659180
	Iteration 80F: 3 clusters Score -1125782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1125787.125000 Penalty: 3050.659180
	Iteration 81Q: 3 clusters Score -1125787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1125796.375000 Penalty: 3050.659180
	Iteration 82Q: 3 clusters Score -1125796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1125799.000000 Penalty: 3050.659180
	Iteration 83Q: 3 clusters Score -1125799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1125805.250000 Penalty: 3050.659180
	Iteration 84Q: 3 clusters Score -1125805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1125815.375000 Penalty: 3050.659180
	Iteration 85Q: 3 clusters Score -1125815 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1125828.125000 Penalty: 3050.659180
	Iteration 86Q: 3 clusters Score -1125828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1125842.250000 Penalty: 3050.659180
	Iteration 87Q: 3 clusters Score -1125842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1125857.750000 Penalty: 3050.659180
	Iteration 88Q: 3 clusters Score -1125858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1125866.125000 Penalty: 3050.659180
	Iteration 89Q: 3 clusters Score -1125866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1125879.750000 Penalty: 3050.659180
	Iteration 90Q: 3 clusters Score -1125880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1125893.500000 Penalty: 3050.659180
	Iteration 91Q: 3 clusters Score -1125894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1125906.500000 Penalty: 3050.659180
	Iteration 92Q: 3 clusters Score -1125906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1125917.875000 Penalty: 3050.659180
	Iteration 93Q: 3 clusters Score -1125918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1125934.500000 Penalty: 3050.659180
	Iteration 94Q: 3 clusters Score -1125934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1125950.625000 Penalty: 3050.659180
	Iteration 95Q: 3 clusters Score -1125951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1125966.125000 Penalty: 3050.659180
	Iteration 96Q: 3 clusters Score -1125966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1125978.000000 Penalty: 3050.659180
	Iteration 97Q: 3 clusters Score -1125978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1125987.625000 Penalty: 3050.659180
	Iteration 98Q: 3 clusters Score -1125988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1125988.750000 Penalty: 3050.659180
	Iteration 99Q: 3 clusters Score -1125989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1125997.875000 Penalty: 3050.659180
	Iteration 100F: 3 clusters Score -1125998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1126001.500000 Penalty: 3050.659180
	Iteration 101Q: 3 clusters Score -1126002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1126008.500000 Penalty: 3050.659180
	Iteration 102Q: 3 clusters Score -1126008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1126008.500000 Penalty: 3050.659180
	Iteration 103Q: 3 clusters Score -1126008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1126012.125000 Penalty: 3050.659180
	Iteration 104Q: 3 clusters Score -1126012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1126013.875000 Penalty: 3050.659180
	Iteration 105Q: 3 clusters Score -1126014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1126017.750000 Penalty: 3050.659180
	Iteration 106Q: 3 clusters Score -1126018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1126022.250000 Penalty: 3050.659180
	Iteration 107Q: 3 clusters Score -1126022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1126024.375000 Penalty: 3050.659180
	Iteration 108Q: 3 clusters Score -1126024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1126025.000000 Penalty: 3050.659180
	Iteration 109Q: 3 clusters Score -1126025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1126028.750000 Penalty: 3050.659180
	Iteration 110Q: 3 clusters Score -1126029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1126031.250000 Penalty: 3050.659180
	Iteration 111Q: 3 clusters Score -1126031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1126033.250000 Penalty: 3050.659180
	Iteration 112Q: 3 clusters Score -1126033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1126036.750000 Penalty: 3050.659180
	Iteration 113Q: 3 clusters Score -1126037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1126044.500000 Penalty: 3050.659180
	Iteration 114Q: 3 clusters Score -1126044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1126050.750000 Penalty: 3050.659180
	Iteration 115Q: 3 clusters Score -1126051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1126053.250000 Penalty: 3050.659180
	Iteration 116Q: 3 clusters Score -1126053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1126054.500000 Penalty: 3050.659180
	Iteration 117Q: 3 clusters Score -1126054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1126057.125000 Penalty: 3050.659180
	Iteration 118Q: 3 clusters Score -1126057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1126061.375000 Penalty: 3050.659180
	Iteration 119Q: 3 clusters Score -1126061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1126063.250000 Penalty: 3050.659180
	Iteration 120F: 3 clusters Score -1126063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1126068.500000 Penalty: 3050.659180
	Iteration 121Q: 3 clusters Score -1126068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1126073.625000 Penalty: 3050.659180
	Iteration 122Q: 3 clusters Score -1126074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1126080.875000 Penalty: 3050.659180
	Iteration 123Q: 3 clusters Score -1126081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1126086.750000 Penalty: 3050.659180
	Iteration 124Q: 3 clusters Score -1126087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1126089.875000 Penalty: 3050.659180
	Iteration 125Q: 3 clusters Score -1126090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1126091.250000 Penalty: 3050.659180
	Iteration 126Q: 3 clusters Score -1126091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1126094.875000 Penalty: 3050.659180
	Iteration 127Q: 3 clusters Score -1126095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1126099.000000 Penalty: 3050.659180
	Iteration 128Q: 3 clusters Score -1126099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1126101.625000 Penalty: 3050.659180
	Iteration 129Q: 3 clusters Score -1126102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1126103.875000 Penalty: 3050.659180
	Iteration 130Q: 3 clusters Score -1126104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1126109.000000 Penalty: 3050.659180
	Iteration 131Q: 3 clusters Score -1126109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1126112.625000 Penalty: 3050.659180
	Iteration 132Q: 3 clusters Score -1126113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1126118.125000 Penalty: 3050.659180
	Iteration 133Q: 3 clusters Score -1126118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1126121.250000 Penalty: 3050.659180
	Iteration 134Q: 3 clusters Score -1126121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1126127.250000 Penalty: 3050.659180
	Iteration 135Q: 3 clusters Score -1126127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1126125.375000 Penalty: 3050.659180
	Iteration 136Q: 3 clusters Score -1126125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1126130.125000 Penalty: 3050.659180
	Iteration 137Q: 3 clusters Score -1126130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1126131.375000 Penalty: 3050.659180
	Iteration 138Q: 3 clusters Score -1126131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1126134.375000 Penalty: 3050.659180
	Iteration 139Q: 3 clusters Score -1126134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1126136.750000 Penalty: 3050.659180
	Iteration 140F: 3 clusters Score -1126137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1126140.250000 Penalty: 3050.659180
	Iteration 141Q: 3 clusters Score -1126140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1126144.125000 Penalty: 3050.659180
	Iteration 142Q: 3 clusters Score -1126144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1126149.625000 Penalty: 3050.659180
	Iteration 143Q: 3 clusters Score -1126150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1126149.375000 Penalty: 3050.659180
	Iteration 144Q: 3 clusters Score -1126149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1126151.000000 Penalty: 3050.659180
	Iteration 145Q: 3 clusters Score -1126151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1126157.750000 Penalty: 3050.659180
	Iteration 146Q: 3 clusters Score -1126158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1126168.625000 Penalty: 3050.659180
	Iteration 147Q: 3 clusters Score -1126169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1126169.375000 Penalty: 3050.659180
	Iteration 148Q: 3 clusters Score -1126169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1126176.000000 Penalty: 3050.659180
	Iteration 149Q: 3 clusters Score -1126176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1126177.250000 Penalty: 3050.659180
	Iteration 150Q: 3 clusters Score -1126177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1126180.125000 Penalty: 3050.659180
	Iteration 151Q: 3 clusters Score -1126180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1126180.375000 Penalty: 3050.659180
	Iteration 152Q: 3 clusters Score -1126180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1126183.875000 Penalty: 3050.659180
	Iteration 153Q: 3 clusters Score -1126184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1126189.000000 Penalty: 3050.659180
	Iteration 154Q: 3 clusters Score -1126189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1126195.250000 Penalty: 3050.659180
	Iteration 155Q: 3 clusters Score -1126195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1126202.750000 Penalty: 3050.659180
	Iteration 156Q: 3 clusters Score -1126203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1126212.875000 Penalty: 3050.659180
	Iteration 157Q: 3 clusters Score -1126213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1126218.500000 Penalty: 3050.659180
	Iteration 158Q: 3 clusters Score -1126218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1126224.750000 Penalty: 3050.659180
	Iteration 159Q: 3 clusters Score -1126225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1126225.750000 Penalty: 3050.659180
	Iteration 160F: 3 clusters Score -1126226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1126230.000000 Penalty: 3050.659180
	Iteration 161Q: 3 clusters Score -1126230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1126235.750000 Penalty: 3050.659180
	Iteration 162Q: 3 clusters Score -1126236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1126243.250000 Penalty: 3050.659180
	Iteration 163Q: 3 clusters Score -1126243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1126250.125000 Penalty: 3050.659180
	Iteration 164Q: 3 clusters Score -1126250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1126255.625000 Penalty: 3050.659180
	Iteration 165Q: 3 clusters Score -1126256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1126260.000000 Penalty: 3050.659180
	Iteration 166Q: 3 clusters Score -1126260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1126268.000000 Penalty: 3050.659180
	Iteration 167Q: 3 clusters Score -1126268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1126274.750000 Penalty: 3050.659180
	Iteration 168Q: 3 clusters Score -1126275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1126280.625000 Penalty: 3050.659180
	Iteration 169Q: 3 clusters Score -1126281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1126286.375000 Penalty: 3050.659180
	Iteration 170Q: 3 clusters Score -1126286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1126294.750000 Penalty: 3050.659180
	Iteration 171Q: 3 clusters Score -1126295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1126308.250000 Penalty: 3050.659180
	Iteration 172Q: 3 clusters Score -1126308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1126314.000000 Penalty: 3050.659180
	Iteration 173Q: 3 clusters Score -1126314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1126333.750000 Penalty: 3050.659180
	Iteration 174Q: 3 clusters Score -1126334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1126345.625000 Penalty: 3050.659180
	Iteration 175Q: 3 clusters Score -1126346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1126356.125000 Penalty: 3050.659180
	Iteration 176Q: 3 clusters Score -1126356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1126367.500000 Penalty: 3050.659180
	Iteration 177Q: 3 clusters Score -1126368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1126377.375000 Penalty: 3050.659180
	Iteration 178Q: 3 clusters Score -1126377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1126385.000000 Penalty: 3050.659180
	Iteration 179Q: 3 clusters Score -1126385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1126395.000000 Penalty: 3050.659180
	Iteration 180F: 3 clusters Score -1126395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1126397.375000 Penalty: 3050.659180
	Iteration 181Q: 3 clusters Score -1126397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1126404.625000 Penalty: 3050.659180
	Iteration 182Q: 3 clusters Score -1126405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1126408.500000 Penalty: 3050.659180
	Iteration 183Q: 3 clusters Score -1126408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1126413.000000 Penalty: 3050.659180
	Iteration 184Q: 3 clusters Score -1126413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1126419.625000 Penalty: 3050.659180
	Iteration 185Q: 3 clusters Score -1126420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1126421.125000 Penalty: 3050.659180
	Iteration 186Q: 3 clusters Score -1126421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1126429.125000 Penalty: 3050.659180
	Iteration 187Q: 3 clusters Score -1126429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1126428.125000 Penalty: 3050.659180
	Iteration 188Q: 3 clusters Score -1126428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1126429.250000 Penalty: 3050.659180
	Iteration 189Q: 3 clusters Score -1126429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1126431.625000 Penalty: 3050.659180
	Iteration 190Q: 3 clusters Score -1126432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1126433.875000 Penalty: 3050.659180
	Iteration 191Q: 3 clusters Score -1126434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1126434.750000 Penalty: 3050.659180
	Iteration 192Q: 3 clusters Score -1126435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1126434.625000 Penalty: 3050.659180
	Iteration 193Q: 3 clusters Score -1126435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1126435.000000 Penalty: 3050.659180
	Iteration 194Q: 3 clusters Score -1126435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1126435.000000 Penalty: 3050.659180
	Iteration 195F: 3 clusters Score -1126435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Entering Unmasked Estep 
Score: -601533.375000 Penalty: 1428.542358
	Iteration 0F: 2 clusters Score -601533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -596545.937500 Penalty: 2857.084717
	Iteration 0F: 3 clusters Score -596545.9 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -597917.312500 Penalty: 2857.084717
	Iteration 1F: 3 clusters Score -597917.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -598118.500000 Penalty: 2857.084717
	Iteration 2F: 3 clusters Score -598118.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -598269.937500 Penalty: 2857.084717
	Iteration 3F: 3 clusters Score -598269.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -598374.187500 Penalty: 2857.084717
	Iteration 4Q: 3 clusters Score -598374.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -598449.750000 Penalty: 2857.084717
	Iteration 5Q: 3 clusters Score -598449.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -598505.375000 Penalty: 2857.084717
	Iteration 6Q: 3 clusters Score -598505.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -598549.687500 Penalty: 2857.084717
	Iteration 7Q: 3 clusters Score -598549.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -598594.000000 Penalty: 2857.084717
	Iteration 8Q: 3 clusters Score -598594 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -598641.125000 Penalty: 2857.084717
	Iteration 9Q: 3 clusters Score -598641.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -598700.437500 Penalty: 2857.084717
	Iteration 10Q: 3 clusters Score -598700.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -598773.437500 Penalty: 2857.084717
	Iteration 11Q: 3 clusters Score -598773.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -598860.687500 Penalty: 2857.084717
	Iteration 12Q: 3 clusters Score -598860.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -598960.875000 Penalty: 2857.084717
	Iteration 13Q: 3 clusters Score -598960.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -599075.312500 Penalty: 2857.084717
	Iteration 14Q: 3 clusters Score -599075.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -599232.187500 Penalty: 2857.084717
	Iteration 15Q: 3 clusters Score -599232.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -599398.187500 Penalty: 2857.084717
	Iteration 16Q: 3 clusters Score -599398.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -599549.062500 Penalty: 2857.084717
	Iteration 17Q: 3 clusters Score -599549.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -599684.500000 Penalty: 2857.084717
	Iteration 18Q: 3 clusters Score -599684.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -599789.687500 Penalty: 2857.084717
	Iteration 19Q: 3 clusters Score -599789.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -599884.375000 Penalty: 2857.084717
	Iteration 20F: 3 clusters Score -599884.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -599954.937500 Penalty: 2857.084717
	Iteration 21Q: 3 clusters Score -599954.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -600022.000000 Penalty: 2857.084717
	Iteration 22Q: 3 clusters Score -600022 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -600069.250000 Penalty: 2857.084717
	Iteration 23Q: 3 clusters Score -600069.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -600108.750000 Penalty: 2857.084717
	Iteration 24Q: 3 clusters Score -600108.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -600137.750000 Penalty: 2857.084717
	Iteration 25Q: 3 clusters Score -600137.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -600156.875000 Penalty: 2857.084717
	Iteration 26Q: 3 clusters Score -600156.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -600169.937500 Penalty: 2857.084717
	Iteration 27Q: 3 clusters Score -600169.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -600183.562500 Penalty: 2857.084717
	Iteration 28Q: 3 clusters Score -600183.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -600191.750000 Penalty: 2857.084717
	Iteration 29Q: 3 clusters Score -600191.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -600200.500000 Penalty: 2857.084717
	Iteration 30Q: 3 clusters Score -600200.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -600203.687500 Penalty: 2857.084717
	Iteration 31Q: 3 clusters Score -600203.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -600209.375000 Penalty: 2857.084717
	Iteration 32Q: 3 clusters Score -600209.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -600211.500000 Penalty: 2857.084717
	Iteration 33Q: 3 clusters Score -600211.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -600216.750000 Penalty: 2857.084717
	Iteration 34Q: 3 clusters Score -600216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -600220.812500 Penalty: 2857.084717
	Iteration 35Q: 3 clusters Score -600220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -600224.500000 Penalty: 2857.084717
	Iteration 36Q: 3 clusters Score -600224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -600227.312500 Penalty: 2857.084717
	Iteration 37Q: 3 clusters Score -600227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -600225.500000 Penalty: 2857.084717
	Iteration 38Q: 3 clusters Score -600225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -600226.687500 Penalty: 2857.084717
	Iteration 39Q: 3 clusters Score -600226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -600227.812500 Penalty: 2857.084717
	Iteration 40F: 3 clusters Score -600227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -600229.250000 Penalty: 2857.084717
	Iteration 41Q: 3 clusters Score -600229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -600229.062500 Penalty: 2857.084717
	Iteration 42Q: 3 clusters Score -600229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -600229.875000 Penalty: 2857.084717
	Iteration 43Q: 3 clusters Score -600229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -600229.500000 Penalty: 2857.084717
	Iteration 44Q: 3 clusters Score -600229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -600230.000000 Penalty: 2857.084717
	Iteration 45Q: 3 clusters Score -600230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -600230.000000 Penalty: 2857.084717
	Iteration 46F: 3 clusters Score -600230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Entering Unmasked Estep 
Score: -2068493.125000 Penalty: 1622.633423
	Iteration 0F: 2 clusters Score -2068493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2053813.375000 Penalty: 3245.266846
	Iteration 0F: 3 clusters Score -2053813 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2059190.125000 Penalty: 3245.266846
	Iteration 1F: 3 clusters Score -2059190 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2059638.000000 Penalty: 3245.266846
	Iteration 2F: 3 clusters Score -2059638 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2060083.250000 Penalty: 3245.266846
	Iteration 3F: 3 clusters Score -2060083 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2060545.375000 Penalty: 3245.266846
	Iteration 4F: 3 clusters Score -2060545 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2061007.875000 Penalty: 3245.266846
	Iteration 5F: 3 clusters Score -2061008 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2061517.750000 Penalty: 3245.266846
	Iteration 6F: 3 clusters Score -2061518 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2062023.000000 Penalty: 3245.266846
	Iteration 7Q: 3 clusters Score -2062023 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2062655.000000 Penalty: 3245.266846
	Iteration 8F: 3 clusters Score -2062655 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2063407.375000 Penalty: 3245.266846
	Iteration 9F: 3 clusters Score -2063407 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2064243.750000 Penalty: 3245.266846
	Iteration 10F: 3 clusters Score -2064244 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2065043.250000 Penalty: 3245.266846
	Iteration 11Q: 3 clusters Score -2065043 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2065748.125000 Penalty: 3245.266846
	Iteration 12Q: 3 clusters Score -2065748 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2066282.500000 Penalty: 3245.266846
	Iteration 13Q: 3 clusters Score -2066282 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2066649.125000 Penalty: 3245.266846
	Iteration 14Q: 3 clusters Score -2066649 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2066900.875000 Penalty: 3245.266846
	Iteration 15Q: 3 clusters Score -2066901 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2067065.875000 Penalty: 3245.266846
	Iteration 16Q: 3 clusters Score -2067066 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2067162.250000 Penalty: 3245.266846
	Iteration 17Q: 3 clusters Score -2067162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2067216.375000 Penalty: 3245.266846
	Iteration 18Q: 3 clusters Score -2067216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2067248.750000 Penalty: 3245.266846
	Iteration 19Q: 3 clusters Score -2067249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2067267.875000 Penalty: 3245.266846
	Iteration 20F: 3 clusters Score -2067268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2067279.250000 Penalty: 3245.266846
	Iteration 21Q: 3 clusters Score -2067279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2067289.000000 Penalty: 3245.266846
	Iteration 22Q: 3 clusters Score -2067289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2067289.625000 Penalty: 3245.266846
	Iteration 23Q: 3 clusters Score -2067290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2067294.625000 Penalty: 3245.266846
	Iteration 24Q: 3 clusters Score -2067295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2067294.625000 Penalty: 3245.266846
	Iteration 25Q: 3 clusters Score -2067295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2067294.625000 Penalty: 3245.266846
	Iteration 26F: 3 clusters Score -2067295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -282460.500000 Penalty: 1316.670288
	Iteration 0F: 2 clusters Score -282460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -279583.312500 Penalty: 2633.340576
	Iteration 0F: 3 clusters Score -279583.3 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -280333.593750 Penalty: 2633.340576
	Iteration 1F: 3 clusters Score -280333.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -280484.875000 Penalty: 2633.340576
	Iteration 2F: 3 clusters Score -280484.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -280598.937500 Penalty: 2633.340576
	Iteration 3F: 3 clusters Score -280598.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -280695.500000 Penalty: 2633.340576
	Iteration 4Q: 3 clusters Score -280695.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -280794.031250 Penalty: 2633.340576
	Iteration 5Q: 3 clusters Score -280794 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -280916.343750 Penalty: 2633.340576
	Iteration 6Q: 3 clusters Score -280916.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -281021.156250 Penalty: 2633.340576
	Iteration 7Q: 3 clusters Score -281021.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -281101.406250 Penalty: 2633.340576
	Iteration 8Q: 3 clusters Score -281101.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -281172.281250 Penalty: 2633.340576
	Iteration 9Q: 3 clusters Score -281172.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -281218.500000 Penalty: 2633.340576
	Iteration 10Q: 3 clusters Score -281218.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -281266.062500 Penalty: 2633.340576
	Iteration 11Q: 3 clusters Score -281266.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -281320.468750 Penalty: 2633.340576
	Iteration 12Q: 3 clusters Score -281320.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -281369.968750 Penalty: 2633.340576
	Iteration 13Q: 3 clusters Score -281370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -281413.156250 Penalty: 2633.340576
	Iteration 14Q: 3 clusters Score -281413.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -281442.593750 Penalty: 2633.340576
	Iteration 15Q: 3 clusters Score -281442.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -281462.562500 Penalty: 2633.340576
	Iteration 16Q: 3 clusters Score -281462.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -281478.468750 Penalty: 2633.340576
	Iteration 17Q: 3 clusters Score -281478.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -281492.750000 Penalty: 2633.340576
	Iteration 18Q: 3 clusters Score -281492.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -281505.875000 Penalty: 2633.340576
	Iteration 19Q: 3 clusters Score -281505.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -281514.968750 Penalty: 2633.340576
	Iteration 20F: 3 clusters Score -281515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -281520.968750 Penalty: 2633.340576
	Iteration 21Q: 3 clusters Score -281521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -281524.812500 Penalty: 2633.340576
	Iteration 22Q: 3 clusters Score -281524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -281528.000000 Penalty: 2633.340576
	Iteration 23Q: 3 clusters Score -281528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -281531.062500 Penalty: 2633.340576
	Iteration 24Q: 3 clusters Score -281531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -281532.937500 Penalty: 2633.340576
	Iteration 25Q: 3 clusters Score -281532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -281534.593750 Penalty: 2633.340576
	Iteration 26Q: 3 clusters Score -281534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -281537.000000 Penalty: 2633.340576
	Iteration 27Q: 3 clusters Score -281537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -281538.250000 Penalty: 2633.340576
	Iteration 28Q: 3 clusters Score -281538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -281540.468750 Penalty: 2633.340576
	Iteration 29Q: 3 clusters Score -281540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -281541.531250 Penalty: 2633.340576
	Iteration 30Q: 3 clusters Score -281541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -281545.781250 Penalty: 2633.340576
	Iteration 31Q: 3 clusters Score -281545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -281554.250000 Penalty: 2633.340576
	Iteration 32Q: 3 clusters Score -281554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -281559.125000 Penalty: 2633.340576
	Iteration 33Q: 3 clusters Score -281559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -281564.093750 Penalty: 2633.340576
	Iteration 34Q: 3 clusters Score -281564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -281570.406250 Penalty: 2633.340576
	Iteration 35Q: 3 clusters Score -281570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -281572.187500 Penalty: 2633.340576
	Iteration 36Q: 3 clusters Score -281572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -281573.187500 Penalty: 2633.340576
	Iteration 37Q: 3 clusters Score -281573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -281573.187500 Penalty: 2633.340576
	Iteration 38F: 3 clusters Score -281573.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -531876.312500 Penalty: 1415.100220
	Iteration 0F: 2 clusters Score -531876.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -527287.437500 Penalty: 2830.200439
	Iteration 0F: 3 clusters Score -527287.4 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -528717.875000 Penalty: 2830.200439
	Iteration 1F: 3 clusters Score -528717.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -529032.437500 Penalty: 2830.200439
	Iteration 2F: 3 clusters Score -529032.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -529322.625000 Penalty: 2830.200439
	Iteration 3F: 3 clusters Score -529322.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -529578.437500 Penalty: 2830.200439
	Iteration 4F: 3 clusters Score -529578.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -529806.187500 Penalty: 2830.200439
	Iteration 5F: 3 clusters Score -529806.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -530020.500000 Penalty: 2830.200439
	Iteration 6F: 3 clusters Score -530020.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -530212.750000 Penalty: 2830.200439
	Iteration 7Q: 3 clusters Score -530212.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -530425.062500 Penalty: 2830.200439
	Iteration 8Q: 3 clusters Score -530425.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -530640.437500 Penalty: 2830.200439
	Iteration 9Q: 3 clusters Score -530640.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -530877.375000 Penalty: 2830.200439
	Iteration 10Q: 3 clusters Score -530877.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -531069.437500 Penalty: 2830.200439
	Iteration 11Q: 3 clusters Score -531069.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -531266.875000 Penalty: 2830.200439
	Iteration 12Q: 3 clusters Score -531266.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -531426.375000 Penalty: 2830.200439
	Iteration 13Q: 3 clusters Score -531426.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -531511.312500 Penalty: 2830.200439
	Iteration 14Q: 3 clusters Score -531511.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -531568.562500 Penalty: 2830.200439
	Iteration 15Q: 3 clusters Score -531568.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -531620.625000 Penalty: 2830.200439
	Iteration 16Q: 3 clusters Score -531620.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -531675.500000 Penalty: 2830.200439
	Iteration 17Q: 3 clusters Score -531675.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -531708.562500 Penalty: 2830.200439
	Iteration 18Q: 3 clusters Score -531708.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -531735.437500 Penalty: 2830.200439
	Iteration 19Q: 3 clusters Score -531735.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -531749.312500 Penalty: 2830.200439
	Iteration 20F: 3 clusters Score -531749.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -531755.750000 Penalty: 2830.200439
	Iteration 21Q: 3 clusters Score -531755.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -531759.687500 Penalty: 2830.200439
	Iteration 22Q: 3 clusters Score -531759.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -531763.000000 Penalty: 2830.200439
	Iteration 23Q: 3 clusters Score -531763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -531770.437500 Penalty: 2830.200439
	Iteration 24Q: 3 clusters Score -531770.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -531773.875000 Penalty: 2830.200439
	Iteration 25Q: 3 clusters Score -531773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -531775.812500 Penalty: 2830.200439
	Iteration 26Q: 3 clusters Score -531775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -531776.062500 Penalty: 2830.200439
	Iteration 27Q: 3 clusters Score -531776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -531776.375000 Penalty: 2830.200439
	Iteration 28Q: 3 clusters Score -531776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -531778.187500 Penalty: 2830.200439
	Iteration 29Q: 3 clusters Score -531778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -531778.062500 Penalty: 2830.200439
	Iteration 30Q: 3 clusters Score -531778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -531779.375000 Penalty: 2830.200439
	Iteration 31Q: 3 clusters Score -531779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -531779.812500 Penalty: 2830.200439
	Iteration 32Q: 3 clusters Score -531779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -531779.687500 Penalty: 2830.200439
	Iteration 33Q: 3 clusters Score -531779.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -531780.375000 Penalty: 2830.200439
	Iteration 34Q: 3 clusters Score -531780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -531781.187500 Penalty: 2830.200439
	Iteration 35Q: 3 clusters Score -531781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -531781.062500 Penalty: 2830.200439
	Iteration 36Q: 3 clusters Score -531781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -531782.375000 Penalty: 2830.200439
	Iteration 37Q: 3 clusters Score -531782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -531782.375000 Penalty: 2830.200439
	Iteration 38F: 3 clusters Score -531782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -222345.562500 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -222345.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -219866.093750 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -219866.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -220470.328125 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -220470.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -220705.156250 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -220705.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -220958.484375 Penalty: 2566.863037
	Iteration 3F: 3 clusters Score -220958.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -221195.031250 Penalty: 2566.863037
	Iteration 4F: 3 clusters Score -221195 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -221432.109375 Penalty: 2566.863037
	Iteration 5F: 3 clusters Score -221432.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -221606.093750 Penalty: 2566.863037
	Iteration 6F: 3 clusters Score -221606.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -221705.328125 Penalty: 2566.863037
	Iteration 7Q: 3 clusters Score -221705.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -221756.328125 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -221756.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -221784.218750 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -221784.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -221801.437500 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -221801.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -221812.484375 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -221812.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -221821.625000 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -221821.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -221829.437500 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -221829.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -221836.906250 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -221836.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -221841.890625 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -221841.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -221845.937500 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -221845.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -221849.875000 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -221849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -221852.546875 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -221852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -221853.968750 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -221854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -221854.687500 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -221854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -221856.062500 Penalty: 2566.863037
	Iteration 21Q: 3 clusters Score -221856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -221856.750000 Penalty: 2566.863037
	Iteration 22Q: 3 clusters Score -221856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -221857.453125 Penalty: 2566.863037
	Iteration 23Q: 3 clusters Score -221857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -221857.453125 Penalty: 2566.863037
	Iteration 24F: 3 clusters Score -221857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 8209 members 
Mstep: Class 6 contains 40273 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 50132 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 190501 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7400 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 170520 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559548.000000 Penalty: 49580.863281
Iteration 79Q: 24 clusters Score -5.155955e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 40276 members 
Mstep: Class 7 contains 8782 members 
Mstep: Class 8 contains 50127 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 190499 members 
Mstep: Class 12 contains 13329 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7425 members 
Mstep: Class 15 contains 5070 members 
Mstep: Class 16 contains 15091 members 
Mstep: Class 17 contains 170516 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 6576 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 6054 members 
Mstep: Class 23 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559600.000000 Penalty: 49580.863281
Iteration 80F: 24 clusters Score -5.15596e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 754 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 6 contains 40283 members 
Mstep: Class 7 contains 8784 members 
Mstep: Class 8 contains 50126 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 190497 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 7440 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 15104 members 
Mstep: Class 17 contains 170510 members 
Mstep: Class 18 contains 11926 members 
Mstep: Class 19 contains 6578 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3298 members 
Mstep: Class 22 contains 6054 members 
Mstep: Class 23 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559512.000000 Penalty: 49580.863281
Iteration 81Q: 24 clusters Score -5.155951e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 746 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 6 contains 40288 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 50125 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 190499 members 
Mstep: Class 12 contains 13310 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7461 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 15116 members 
Mstep: Class 17 contains 170501 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 6580 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559512.000000 Penalty: 49580.863281
Iteration 82Q: 24 clusters Score -5.155951e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 40298 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 50123 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 190500 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 15127 members 
Mstep: Class 17 contains 170508 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6581 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 3300 members 
Mstep: Class 22 contains 6052 members 
Mstep: Class 23 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559516.000000 Penalty: 49580.863281
Iteration 83Q: 24 clusters Score -5.155952e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 40303 members 
Mstep: Class 7 contains 8776 members 
Mstep: Class 8 contains 50123 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 190504 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 15135 members 
Mstep: Class 17 contains 170511 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6583 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559556.000000 Penalty: 49580.863281
Iteration 84Q: 24 clusters Score -5.155956e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 727 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 40311 members 
Mstep: Class 7 contains 8773 members 
Mstep: Class 8 contains 50122 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 190503 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7508 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 15144 members 
Mstep: Class 17 contains 170506 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6583 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3293 members 
Mstep: Class 22 contains 6050 members 
Mstep: Class 23 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559624.000000 Penalty: 49580.863281
Iteration 85Q: 24 clusters Score -5.155962e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 713 members 
Mstep: Class 5 contains 8151 members 
Mstep: Class 6 contains 40317 members 
Mstep: Class 7 contains 8771 members 
Mstep: Class 8 contains 50122 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 190500 members 
Mstep: Class 12 contains 13262 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 15153 members 
Mstep: Class 17 contains 170511 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559596.000000 Penalty: 49580.863281
Iteration 86Q: 24 clusters Score -5.15596e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 8144 members 
Mstep: Class 6 contains 40322 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 50123 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 190498 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 5072 members 
Mstep: Class 16 contains 15166 members 
Mstep: Class 17 contains 170518 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6585 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3291 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559704.000000 Penalty: 49580.863281
Iteration 87Q: 24 clusters Score -5.15597e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 8139 members 
Mstep: Class 6 contains 40329 members 
Mstep: Class 7 contains 8771 members 
Mstep: Class 8 contains 50124 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 190494 members 
Mstep: Class 12 contains 13230 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7562 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 16 contains 15183 members 
Mstep: Class 17 contains 170518 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6586 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 6059 members 
Mstep: Class 23 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559692.000000 Penalty: 49580.863281
Iteration 88Q: 24 clusters Score -5.155969e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 674 members 
Mstep: Class 5 contains 8134 members 
Mstep: Class 6 contains 40336 members 
Mstep: Class 7 contains 8770 members 
Mstep: Class 8 contains 50121 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 11 contains 190494 members 
Mstep: Class 12 contains 13217 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7586 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 15197 members 
Mstep: Class 17 contains 170517 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6588 members 
Mstep: Class 20 contains 21711 members 
Mstep: Class 21 contains 3285 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559772.000000 Penalty: 49580.863281
Iteration 89Q: 24 clusters Score -5.155977e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 835 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 40356 members 
Mstep: Class 7 contains 8773 members 
Mstep: Class 8 contains 50120 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 2774 members 
Mstep: Class 11 contains 190490 members 
Mstep: Class 12 contains 13196 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 15213 members 
Mstep: Class 17 contains 170519 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 21711 members 
Mstep: Class 21 contains 3287 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559776.000000 Penalty: 49580.863281
Iteration 90Q: 24 clusters Score -5.155978e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 665 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 40375 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 50117 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 190487 members 
Mstep: Class 12 contains 13175 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7600 members 
Mstep: Class 15 contains 5062 members 
Mstep: Class 16 contains 15234 members 
Mstep: Class 17 contains 170527 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3287 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559828.000000 Penalty: 49580.863281
Iteration 91Q: 24 clusters Score -5.155983e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 663 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 40391 members 
Mstep: Class 7 contains 8786 members 
Mstep: Class 8 contains 50111 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 190479 members 
Mstep: Class 12 contains 13156 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 15251 members 
Mstep: Class 17 contains 170516 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6596 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559840.000000 Penalty: 49580.863281
Iteration 92Q: 24 clusters Score -5.155984e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 658 members 
Mstep: Class 5 contains 8099 members 
Mstep: Class 6 contains 40395 members 
Mstep: Class 7 contains 8794 members 
Mstep: Class 8 contains 50110 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 190470 members 
Mstep: Class 12 contains 13130 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7656 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 15265 members 
Mstep: Class 17 contains 170515 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6599 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559936.000000 Penalty: 49580.863281
Iteration 93Q: 24 clusters Score -5.155994e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 656 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 40400 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 50103 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 2762 members 
Mstep: Class 11 contains 190459 members 
Mstep: Class 12 contains 13097 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 15292 members 
Mstep: Class 17 contains 170515 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559928.000000 Penalty: 49580.863281
Iteration 94Q: 24 clusters Score -5.155993e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 40407 members 
Mstep: Class 7 contains 8796 members 
Mstep: Class 8 contains 50097 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 2762 members 
Mstep: Class 11 contains 190462 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 15322 members 
Mstep: Class 17 contains 170513 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6606 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 6054 members 
Mstep: Class 23 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559968.000000 Penalty: 49580.863281
Iteration 95Q: 24 clusters Score -5.155997e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 8090 members 
Mstep: Class 6 contains 40412 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 50096 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 190469 members 
Mstep: Class 12 contains 13038 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 7715 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 15349 members 
Mstep: Class 17 contains 170500 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6610 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3291 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560004.000000 Penalty: 49580.863281
Iteration 96Q: 24 clusters Score -5.156e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 40421 members 
Mstep: Class 7 contains 8785 members 
Mstep: Class 8 contains 50097 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 190471 members 
Mstep: Class 12 contains 13018 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 7729 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 15371 members 
Mstep: Class 17 contains 170488 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559964.000000 Penalty: 49580.863281
Iteration 97Q: 24 clusters Score -5.155996e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 8083 members 
Mstep: Class 6 contains 40432 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 50096 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 190474 members 
Mstep: Class 12 contains 12992 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 7739 members 
Mstep: Class 15 contains 5053 members 
Mstep: Class 16 contains 15395 members 
Mstep: Class 17 contains 170487 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560032.000000 Penalty: 49580.863281
Iteration 98Q: 24 clusters Score -5.156003e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 40441 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 50095 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 190474 members 
Mstep: Class 12 contains 12978 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 14 contains 7742 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 15421 members 
Mstep: Class 17 contains 170473 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3286 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560096.000000 Penalty: 49580.863281
Iteration 99Q: 24 clusters Score -5.15601e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 8084 members 
Mstep: Class 6 contains 40451 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 50089 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 190479 members 
Mstep: Class 12 contains 12965 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7745 members 
Mstep: Class 15 contains 5053 members 
Mstep: Class 16 contains 15438 members 
Mstep: Class 17 contains 170466 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 3284 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 2677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560116.000000 Penalty: 49580.863281
Iteration 100F: 24 clusters Score -5.156012e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 40457 members 
Mstep: Class 7 contains 8780 members 
Mstep: Class 8 contains 50085 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 190480 members 
Mstep: Class 12 contains 12954 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7746 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 15453 members 
Mstep: Class 17 contains 170464 members 
Mstep: Class 18 contains 11917 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 3284 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560180.000000 Penalty: 49580.863281
Iteration 101Q: 24 clusters Score -5.156018e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 40461 members 
Mstep: Class 7 contains 8770 members 
Mstep: Class 8 contains 50079 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 190495 members 
Mstep: Class 12 contains 12935 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 15 contains 5056 members 
Mstep: Class 16 contains 15469 members 
Mstep: Class 17 contains 170463 members 
Mstep: Class 18 contains 11917 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3286 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560128.000000 Penalty: 49580.863281
Iteration 102Q: 24 clusters Score -5.156013e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 830 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 40466 members 
Mstep: Class 7 contains 8761 members 
Mstep: Class 8 contains 50080 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 190505 members 
Mstep: Class 12 contains 12925 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7766 members 
Mstep: Class 15 contains 5056 members 
Mstep: Class 16 contains 15478 members 
Mstep: Class 17 contains 170465 members 
Mstep: Class 18 contains 11916 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560152.000000 Penalty: 49580.863281
Iteration 103Q: 24 clusters Score -5.156015e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 8059 members 
Mstep: Class 6 contains 40476 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 50083 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 190502 members 
Mstep: Class 12 contains 12909 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7767 members 
Mstep: Class 15 contains 5056 members 
Mstep: Class 16 contains 15490 members 
Mstep: Class 17 contains 170464 members 
Mstep: Class 18 contains 11917 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 3295 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560168.000000 Penalty: 49580.863281
Iteration 104Q: 24 clusters Score -5.156017e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 40481 members 
Mstep: Class 7 contains 8757 members 
Mstep: Class 8 contains 50075 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 190510 members 
Mstep: Class 12 contains 12902 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7775 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 15498 members 
Mstep: Class 17 contains 170466 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560196.000000 Penalty: 49580.863281
Iteration 105Q: 24 clusters Score -5.15602e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 40491 members 
Mstep: Class 7 contains 8754 members 
Mstep: Class 8 contains 50072 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 190509 members 
Mstep: Class 12 contains 12884 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7782 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 15508 members 
Mstep: Class 17 contains 170477 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560232.000000 Penalty: 49580.863281
Iteration 106Q: 24 clusters Score -5.156023e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 8024 members 
Mstep: Class 6 contains 40499 members 
Mstep: Class 7 contains 8755 members 
Mstep: Class 8 contains 50072 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 190504 members 
Mstep: Class 12 contains 12871 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7787 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 15522 members 
Mstep: Class 17 contains 170481 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 3301 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 24 clusters Score -5.156025e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 40507 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 50074 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 190504 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7793 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 15537 members 
Mstep: Class 17 contains 170475 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 3310 members 
Mstep: Class 22 contains 6050 members 
Mstep: Class 23 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560196.000000 Penalty: 49580.863281
Iteration 108Q: 24 clusters Score -5.15602e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 40518 members 
Mstep: Class 7 contains 8748 members 
Mstep: Class 8 contains 50072 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 190511 members 
Mstep: Class 12 contains 12855 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7796 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 15551 members 
Mstep: Class 17 contains 170468 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 3321 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 2668 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -5.156022e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 40525 members 
Mstep: Class 7 contains 8742 members 
Mstep: Class 8 contains 50072 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 190517 members 
Mstep: Class 12 contains 12847 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7804 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 15564 members 
Mstep: Class 17 contains 170465 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 21706 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 2666 members 
Entering Unmasked Estep 
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Iteration 110Q: 24 clusters Score -5.156023e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 7974 members 
Mstep: Class 6 contains 40534 members 
Mstep: Class 7 contains 8729 members 
Mstep: Class 8 contains 50070 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 190528 members 
Mstep: Class 12 contains 12836 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7806 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 15578 members 
Mstep: Class 17 contains 170470 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 6050 members 
Mstep: Class 23 contains 2664 members 
Entering Unmasked Estep 
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Iteration 111Q: 24 clusters Score -5.156029e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 828 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 40539 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 50071 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 190544 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15592 members 
Mstep: Class 17 contains 170466 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 3325 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 2662 members 
Entering Unmasked Estep 
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Iteration 112Q: 24 clusters Score -5.15603e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 7962 members 
Mstep: Class 6 contains 40542 members 
Mstep: Class 7 contains 8708 members 
Mstep: Class 8 contains 50071 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 190554 members 
Mstep: Class 12 contains 12816 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 15601 members 
Mstep: Class 17 contains 170461 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 6048 members 
Mstep: Class 23 contains 2663 members 
Entering Unmasked Estep 
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Iteration 113Q: 24 clusters Score -5.156026e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 40548 members 
Mstep: Class 7 contains 8705 members 
Mstep: Class 8 contains 50071 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 190559 members 
Mstep: Class 12 contains 12811 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7826 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 15604 members 
Mstep: Class 17 contains 170465 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 6046 members 
Mstep: Class 23 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560348.000000 Penalty: 49580.863281
Iteration 114Q: 24 clusters Score -5.156035e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 7937 members 
Mstep: Class 6 contains 40551 members 
Mstep: Class 7 contains 8687 members 
Mstep: Class 8 contains 50070 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 190573 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7836 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15607 members 
Mstep: Class 17 contains 170461 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6618 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 3334 members 
Mstep: Class 22 contains 6046 members 
Mstep: Class 23 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560392.000000 Penalty: 49580.863281
Iteration 115Q: 24 clusters Score -5.156039e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 6 contains 40555 members 
Mstep: Class 7 contains 8669 members 
Mstep: Class 8 contains 50067 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 190592 members 
Mstep: Class 12 contains 12801 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 7849 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 15610 members 
Mstep: Class 17 contains 170459 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6618 members 
Mstep: Class 20 contains 21707 members 
Mstep: Class 21 contains 3339 members 
Mstep: Class 22 contains 6046 members 
Mstep: Class 23 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560368.000000 Penalty: 49580.863281
Iteration 116Q: 24 clusters Score -5.156037e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 40560 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 50065 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 190614 members 
Mstep: Class 12 contains 12800 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 7855 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 15611 members 
Mstep: Class 17 contains 170455 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6618 members 
Mstep: Class 20 contains 21705 members 
Mstep: Class 21 contains 3342 members 
Mstep: Class 22 contains 6046 members 
Mstep: Class 23 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560432.000000 Penalty: 49580.863281
Iteration 117Q: 24 clusters Score -5.156043e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 40564 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 50062 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 190633 members 
Mstep: Class 12 contains 12792 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 15612 members 
Mstep: Class 17 contains 170458 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 6619 members 
Mstep: Class 20 contains 21703 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560388.000000 Penalty: 49580.863281
Iteration 118Q: 24 clusters Score -5.156039e+07 nChanged 91
Entering ConstructFrom: 
Score: -51560388.000000 Penalty: 49580.863281
Entering ConstructFrom: 
Trying to split cluster 1 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -39648.871094 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -39648.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38695.820312 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -38695.82 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38943.589844 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -38943.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39044.906250 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -39044.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39181.015625 Penalty: 2048.945801
	Iteration 3F: 3 clusters Score -39181.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39349.925781 Penalty: 2048.945801
	Iteration 4F: 3 clusters Score -39349.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39545.535156 Penalty: 2048.945801
	Iteration 5F: 3 clusters Score -39545.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -39699.089844 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -39699.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39852.921875 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -39852.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39900.480469 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -39900.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39931.457031 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -39931.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39980.226562 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -39980.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40078.386719 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -40078.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40098.261719 Penalty: 2048.945801
	Iteration 12Q: 3 clusters Score -40098.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40116.339844 Penalty: 2048.945801
	Iteration 13Q: 3 clusters Score -40116.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40126.582031 Penalty: 2048.945801
	Iteration 14Q: 3 clusters Score -40126.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40131.035156 Penalty: 2048.945801
	Iteration 15Q: 3 clusters Score -40131.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40134.609375 Penalty: 2048.945801
	Iteration 16Q: 3 clusters Score -40134.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40134.609375 Penalty: 2048.945801
	Iteration 17F: 3 clusters Score -40134.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 40568 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 50058 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 190642 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 170463 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 6620 members 
Mstep: Class 20 contains 21703 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 329 members 
Entering Unmasked Estep 
Score: -51559828.000000 Penalty: 51736.554688
Splitting cluster 1 changes total score from -51560388.000000 to -51559828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -279511.781250 Penalty: 1297.308960
	Iteration 0F: 2 clusters Score -279511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -276860.125000 Penalty: 2594.617920
	Iteration 0F: 3 clusters Score -276860.1 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -277469.062500 Penalty: 2594.617920
	Iteration 1F: 3 clusters Score -277469.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -277619.218750 Penalty: 2594.617920
	Iteration 2F: 3 clusters Score -277619.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -277724.062500 Penalty: 2594.617920
	Iteration 3F: 3 clusters Score -277724.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -277805.437500 Penalty: 2594.617920
	Iteration 4Q: 3 clusters Score -277805.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -277870.187500 Penalty: 2594.617920
	Iteration 5Q: 3 clusters Score -277870.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -277936.687500 Penalty: 2594.617920
	Iteration 6Q: 3 clusters Score -277936.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -278017.718750 Penalty: 2594.617920
	Iteration 7Q: 3 clusters Score -278017.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -278103.718750 Penalty: 2594.617920
	Iteration 8Q: 3 clusters Score -278103.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -278179.968750 Penalty: 2594.617920
	Iteration 9Q: 3 clusters Score -278180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -278243.656250 Penalty: 2594.617920
	Iteration 10Q: 3 clusters Score -278243.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -278295.312500 Penalty: 2594.617920
	Iteration 11Q: 3 clusters Score -278295.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -278342.125000 Penalty: 2594.617920
	Iteration 12Q: 3 clusters Score -278342.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -278377.687500 Penalty: 2594.617920
	Iteration 13Q: 3 clusters Score -278377.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -278404.031250 Penalty: 2594.617920
	Iteration 14Q: 3 clusters Score -278404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -278422.093750 Penalty: 2594.617920
	Iteration 15Q: 3 clusters Score -278422.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -278442.062500 Penalty: 2594.617920
	Iteration 16Q: 3 clusters Score -278442.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -278463.875000 Penalty: 2594.617920
	Iteration 17Q: 3 clusters Score -278463.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -278484.125000 Penalty: 2594.617920
	Iteration 18Q: 3 clusters Score -278484.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -278510.406250 Penalty: 2594.617920
	Iteration 19Q: 3 clusters Score -278510.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -278526.218750 Penalty: 2594.617920
	Iteration 20F: 3 clusters Score -278526.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -278536.000000 Penalty: 2594.617920
	Iteration 21Q: 3 clusters Score -278536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -278545.687500 Penalty: 2594.617920
	Iteration 22Q: 3 clusters Score -278545.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -278551.781250 Penalty: 2594.617920
	Iteration 23Q: 3 clusters Score -278551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -278562.312500 Penalty: 2594.617920
	Iteration 24Q: 3 clusters Score -278562.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -278570.843750 Penalty: 2594.617920
	Iteration 25Q: 3 clusters Score -278570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -278579.781250 Penalty: 2594.617920
	Iteration 26Q: 3 clusters Score -278579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -278584.593750 Penalty: 2594.617920
	Iteration 27Q: 3 clusters Score -278584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -278586.812500 Penalty: 2594.617920
	Iteration 28Q: 3 clusters Score -278586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -278591.218750 Penalty: 2594.617920
	Iteration 29Q: 3 clusters Score -278591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -278593.312500 Penalty: 2594.617920
	Iteration 30Q: 3 clusters Score -278593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -278594.031250 Penalty: 2594.617920
	Iteration 31Q: 3 clusters Score -278594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -278594.687500 Penalty: 2594.617920
	Iteration 32Q: 3 clusters Score -278594.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -278594.687500 Penalty: 2594.617920
	Iteration 33F: 3 clusters Score -278594.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -71823.257812 Penalty: 1092.035767
	Iteration 0F: 2 clusters Score -71823.26 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 422 members 
Entering Unmasked Estep 
Score: -70523.968750 Penalty: 2184.071533
	Iteration 0F: 3 clusters Score -70523.97 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70747.390625 Penalty: 2184.071533
	Iteration 1F: 3 clusters Score -70747.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -70827.320312 Penalty: 2184.071533
	Iteration 2F: 3 clusters Score -70827.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70889.734375 Penalty: 2184.071533
	Iteration 3F: 3 clusters Score -70889.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -70962.875000 Penalty: 2184.071533
	Iteration 4F: 3 clusters Score -70962.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -71008.765625 Penalty: 2184.071533
	Iteration 5Q: 3 clusters Score -71008.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -71056.226562 Penalty: 2184.071533
	Iteration 6Q: 3 clusters Score -71056.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71104.382812 Penalty: 2184.071533
	Iteration 7Q: 3 clusters Score -71104.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -71145.726562 Penalty: 2184.071533
	Iteration 8Q: 3 clusters Score -71145.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -71170.445312 Penalty: 2184.071533
	Iteration 9Q: 3 clusters Score -71170.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -71191.203125 Penalty: 2184.071533
	Iteration 10Q: 3 clusters Score -71191.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71206.890625 Penalty: 2184.071533
	Iteration 11Q: 3 clusters Score -71206.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -71217.984375 Penalty: 2184.071533
	Iteration 12Q: 3 clusters Score -71217.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71221.601562 Penalty: 2184.071533
	Iteration 13Q: 3 clusters Score -71221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71222.468750 Penalty: 2184.071533
	Iteration 14Q: 3 clusters Score -71222.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71223.609375 Penalty: 2184.071533
	Iteration 15Q: 3 clusters Score -71223.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71228.460938 Penalty: 2184.071533
	Iteration 16Q: 3 clusters Score -71228.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -71230.460938 Penalty: 2184.071533
	Iteration 17Q: 3 clusters Score -71230.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -71230.976562 Penalty: 2184.071533
	Iteration 18Q: 3 clusters Score -71230.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -71230.976562 Penalty: 2184.071533
	Iteration 19F: 3 clusters Score -71230.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -47690.191406 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -47690.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46567.746094 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -46567.75 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46781.941406 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -46781.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46824.156250 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -46824.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46836.156250 Penalty: 2076.282471
	Iteration 3Q: 3 clusters Score -46836.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46841.539062 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -46841.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46848.066406 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -46848.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46851.003906 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -46851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46852.335938 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -46852.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46854.871094 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -46854.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46854.871094 Penalty: 2076.282471
	Iteration 9F: 3 clusters Score -46854.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Entering Unmasked Estep 
Score: -693860.812500 Penalty: 1458.251953
	Iteration 0F: 2 clusters Score -693860.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -688071.750000 Penalty: 2916.503906
	Iteration 0F: 3 clusters Score -688071.8 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -689898.687500 Penalty: 2916.503906
	Iteration 1F: 3 clusters Score -689898.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -690098.250000 Penalty: 2916.503906
	Iteration 2F: 3 clusters Score -690098.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -690238.812500 Penalty: 2916.503906
	Iteration 3Q: 3 clusters Score -690238.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -690351.062500 Penalty: 2916.503906
	Iteration 4Q: 3 clusters Score -690351.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -690441.062500 Penalty: 2916.503906
	Iteration 5Q: 3 clusters Score -690441.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -690543.750000 Penalty: 2916.503906
	Iteration 6Q: 3 clusters Score -690543.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -690633.062500 Penalty: 2916.503906
	Iteration 7Q: 3 clusters Score -690633.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -690712.187500 Penalty: 2916.503906
	Iteration 8Q: 3 clusters Score -690712.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -690787.375000 Penalty: 2916.503906
	Iteration 9Q: 3 clusters Score -690787.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -690860.500000 Penalty: 2916.503906
	Iteration 10Q: 3 clusters Score -690860.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -690922.812500 Penalty: 2916.503906
	Iteration 11Q: 3 clusters Score -690922.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -690988.312500 Penalty: 2916.503906
	Iteration 12Q: 3 clusters Score -690988.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -691056.687500 Penalty: 2916.503906
	Iteration 13Q: 3 clusters Score -691056.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -691136.687500 Penalty: 2916.503906
	Iteration 14Q: 3 clusters Score -691136.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -691229.437500 Penalty: 2916.503906
	Iteration 15Q: 3 clusters Score -691229.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -691345.000000 Penalty: 2916.503906
	Iteration 16Q: 3 clusters Score -691345 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -691487.562500 Penalty: 2916.503906
	Iteration 17Q: 3 clusters Score -691487.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -691629.812500 Penalty: 2916.503906
	Iteration 18Q: 3 clusters Score -691629.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -691757.250000 Penalty: 2916.503906
	Iteration 19Q: 3 clusters Score -691757.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -691892.687500 Penalty: 2916.503906
	Iteration 20F: 3 clusters Score -691892.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -692021.250000 Penalty: 2916.503906
	Iteration 21Q: 3 clusters Score -692021.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -692170.000000 Penalty: 2916.503906
	Iteration 22Q: 3 clusters Score -692170 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -692298.375000 Penalty: 2916.503906
	Iteration 23Q: 3 clusters Score -692298.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -692421.000000 Penalty: 2916.503906
	Iteration 24Q: 3 clusters Score -692421 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -692502.437500 Penalty: 2916.503906
	Iteration 25Q: 3 clusters Score -692502.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -692560.312500 Penalty: 2916.503906
	Iteration 26Q: 3 clusters Score -692560.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -692599.437500 Penalty: 2916.503906
	Iteration 27Q: 3 clusters Score -692599.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -692629.812500 Penalty: 2916.503906
	Iteration 28Q: 3 clusters Score -692629.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -692650.500000 Penalty: 2916.503906
	Iteration 29Q: 3 clusters Score -692650.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -692665.187500 Penalty: 2916.503906
	Iteration 30Q: 3 clusters Score -692665.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -692675.687500 Penalty: 2916.503906
	Iteration 31Q: 3 clusters Score -692675.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -692690.687500 Penalty: 2916.503906
	Iteration 32Q: 3 clusters Score -692690.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -692699.625000 Penalty: 2916.503906
	Iteration 33Q: 3 clusters Score -692699.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -692705.937500 Penalty: 2916.503906
	Iteration 34Q: 3 clusters Score -692705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -692709.000000 Penalty: 2916.503906
	Iteration 35Q: 3 clusters Score -692709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -692715.937500 Penalty: 2916.503906
	Iteration 36Q: 3 clusters Score -692715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -692717.125000 Penalty: 2916.503906
	Iteration 37Q: 3 clusters Score -692717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -692717.875000 Penalty: 2916.503906
	Iteration 38Q: 3 clusters Score -692717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -692720.437500 Penalty: 2916.503906
	Iteration 39Q: 3 clusters Score -692720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -692724.250000 Penalty: 2916.503906
	Iteration 40F: 3 clusters Score -692724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -692725.312500 Penalty: 2916.503906
	Iteration 41Q: 3 clusters Score -692725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -692726.437500 Penalty: 2916.503906
	Iteration 42Q: 3 clusters Score -692726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -692726.187500 Penalty: 2916.503906
	Iteration 43Q: 3 clusters Score -692726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -692726.187500 Penalty: 2916.503906
	Iteration 44F: 3 clusters Score -692726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Entering Unmasked Estep 
Score: -3682621.500000 Penalty: 1724.244385
	Iteration 0F: 2 clusters Score -3682622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3655387.750000 Penalty: 3448.488770
	Iteration 0F: 3 clusters Score -3655388 nChanged 19143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3665990.750000 Penalty: 3448.488770
	Iteration 1F: 3 clusters Score -3665991 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3666392.750000 Penalty: 3448.488770
	Iteration 2Q: 3 clusters Score -3666393 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3666849.000000 Penalty: 3448.488770
	Iteration 3Q: 3 clusters Score -3666849 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3667326.750000 Penalty: 3448.488770
	Iteration 4Q: 3 clusters Score -3667327 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3667948.750000 Penalty: 3448.488770
	Iteration 5Q: 3 clusters Score -3667949 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3668718.250000 Penalty: 3448.488770
	Iteration 6Q: 3 clusters Score -3668718 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3669610.000000 Penalty: 3448.488770
	Iteration 7Q: 3 clusters Score -3669610 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3670579.000000 Penalty: 3448.488770
	Iteration 8F: 3 clusters Score -3670579 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3671520.250000 Penalty: 3448.488770
	Iteration 9F: 3 clusters Score -3671520 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3672256.250000 Penalty: 3448.488770
	Iteration 10Q: 3 clusters Score -3672256 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3672742.500000 Penalty: 3448.488770
	Iteration 11Q: 3 clusters Score -3672742 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3673085.250000 Penalty: 3448.488770
	Iteration 12Q: 3 clusters Score -3673085 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3673272.500000 Penalty: 3448.488770
	Iteration 13Q: 3 clusters Score -3673272 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3673381.000000 Penalty: 3448.488770
	Iteration 14Q: 3 clusters Score -3673381 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3673449.000000 Penalty: 3448.488770
	Iteration 15Q: 3 clusters Score -3673449 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3673494.750000 Penalty: 3448.488770
	Iteration 16Q: 3 clusters Score -3673495 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3673548.750000 Penalty: 3448.488770
	Iteration 17Q: 3 clusters Score -3673549 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3673586.500000 Penalty: 3448.488770
	Iteration 18Q: 3 clusters Score -3673586 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3673606.250000 Penalty: 3448.488770
	Iteration 19Q: 3 clusters Score -3673606 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3673614.750000 Penalty: 3448.488770
	Iteration 20F: 3 clusters Score -3673615 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3673640.000000 Penalty: 3448.488770
	Iteration 21Q: 3 clusters Score -3673640 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3673649.750000 Penalty: 3448.488770
	Iteration 22Q: 3 clusters Score -3673650 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3673680.750000 Penalty: 3448.488770
	Iteration 23Q: 3 clusters Score -3673681 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3673731.750000 Penalty: 3448.488770
	Iteration 24Q: 3 clusters Score -3673732 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3673793.000000 Penalty: 3448.488770
	Iteration 25Q: 3 clusters Score -3673793 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3673856.000000 Penalty: 3448.488770
	Iteration 26Q: 3 clusters Score -3673856 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3673902.500000 Penalty: 3448.488770
	Iteration 27Q: 3 clusters Score -3673902 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3674028.000000 Penalty: 3448.488770
	Iteration 28Q: 3 clusters Score -3674028 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3674141.750000 Penalty: 3448.488770
	Iteration 29Q: 3 clusters Score -3674142 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3674292.250000 Penalty: 3448.488770
	Iteration 30Q: 3 clusters Score -3674292 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3674492.750000 Penalty: 3448.488770
	Iteration 31Q: 3 clusters Score -3674493 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3674746.000000 Penalty: 3448.488770
	Iteration 32Q: 3 clusters Score -3674746 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3675125.250000 Penalty: 3448.488770
	Iteration 33Q: 3 clusters Score -3675125 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3675636.000000 Penalty: 3448.488770
	Iteration 34Q: 3 clusters Score -3675636 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3676250.250000 Penalty: 3448.488770
	Iteration 35Q: 3 clusters Score -3676250 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3676973.000000 Penalty: 3448.488770
	Iteration 36Q: 3 clusters Score -3676973 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3677722.750000 Penalty: 3448.488770
	Iteration 37Q: 3 clusters Score -3677723 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3678411.000000 Penalty: 3448.488770
	Iteration 38Q: 3 clusters Score -3678411 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3679072.750000 Penalty: 3448.488770
	Iteration 39Q: 3 clusters Score -3679073 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3679638.000000 Penalty: 3448.488770
	Iteration 40F: 3 clusters Score -3679638 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3680088.750000 Penalty: 3448.488770
	Iteration 41Q: 3 clusters Score -3680089 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3680378.750000 Penalty: 3448.488770
	Iteration 42Q: 3 clusters Score -3680379 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3680612.750000 Penalty: 3448.488770
	Iteration 43Q: 3 clusters Score -3680613 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3680795.000000 Penalty: 3448.488770
	Iteration 44Q: 3 clusters Score -3680795 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3680909.000000 Penalty: 3448.488770
	Iteration 45Q: 3 clusters Score -3680909 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3680980.500000 Penalty: 3448.488770
	Iteration 46Q: 3 clusters Score -3680980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3681037.750000 Penalty: 3448.488770
	Iteration 47Q: 3 clusters Score -3681038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3681079.250000 Penalty: 3448.488770
	Iteration 48Q: 3 clusters Score -3681079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3681106.750000 Penalty: 3448.488770
	Iteration 49Q: 3 clusters Score -3681107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3681131.000000 Penalty: 3448.488770
	Iteration 50Q: 3 clusters Score -3681131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3681147.250000 Penalty: 3448.488770
	Iteration 51Q: 3 clusters Score -3681147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3681169.750000 Penalty: 3448.488770
	Iteration 52Q: 3 clusters Score -3681170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3681172.500000 Penalty: 3448.488770
	Iteration 53Q: 3 clusters Score -3681172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3681186.750000 Penalty: 3448.488770
	Iteration 54Q: 3 clusters Score -3681187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3681198.000000 Penalty: 3448.488770
	Iteration 55Q: 3 clusters Score -3681198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3681203.500000 Penalty: 3448.488770
	Iteration 56Q: 3 clusters Score -3681204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3681210.000000 Penalty: 3448.488770
	Iteration 57Q: 3 clusters Score -3681210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3681210.500000 Penalty: 3448.488770
	Iteration 58Q: 3 clusters Score -3681210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3681212.000000 Penalty: 3448.488770
	Iteration 59Q: 3 clusters Score -3681212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3681217.000000 Penalty: 3448.488770
	Iteration 60F: 3 clusters Score -3681217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3681218.750000 Penalty: 3448.488770
	Iteration 61Q: 3 clusters Score -3681219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3681221.250000 Penalty: 3448.488770
	Iteration 62Q: 3 clusters Score -3681221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3681226.000000 Penalty: 3448.488770
	Iteration 63Q: 3 clusters Score -3681226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3681232.500000 Penalty: 3448.488770
	Iteration 64Q: 3 clusters Score -3681232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3681235.000000 Penalty: 3448.488770
	Iteration 65Q: 3 clusters Score -3681235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3681235.500000 Penalty: 3448.488770
	Iteration 66Q: 3 clusters Score -3681236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3681236.250000 Penalty: 3448.488770
	Iteration 67Q: 3 clusters Score -3681236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3681235.750000 Penalty: 3448.488770
	Iteration 68Q: 3 clusters Score -3681236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3681237.750000 Penalty: 3448.488770
	Iteration 69Q: 3 clusters Score -3681238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3681240.000000 Penalty: 3448.488770
	Iteration 70Q: 3 clusters Score -3681240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3681241.250000 Penalty: 3448.488770
	Iteration 71Q: 3 clusters Score -3681241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3681244.750000 Penalty: 3448.488770
	Iteration 72Q: 3 clusters Score -3681245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3681242.500000 Penalty: 3448.488770
	Iteration 73Q: 3 clusters Score -3681242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3681241.750000 Penalty: 3448.488770
	Iteration 74Q: 3 clusters Score -3681242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3681245.750000 Penalty: 3448.488770
	Iteration 75Q: 3 clusters Score -3681246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3681246.000000 Penalty: 3448.488770
	Iteration 76Q: 3 clusters Score -3681246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3681249.500000 Penalty: 3448.488770
	Iteration 77Q: 3 clusters Score -3681250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3681249.500000 Penalty: 3448.488770
	Iteration 78Q: 3 clusters Score -3681250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3681250.000000 Penalty: 3448.488770
	Iteration 79Q: 3 clusters Score -3681250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3681249.000000 Penalty: 3448.488770
	Iteration 80F: 3 clusters Score -3681249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3681246.500000 Penalty: 3448.488770
	Iteration 81Q: 3 clusters Score -3681246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3681250.750000 Penalty: 3448.488770
	Iteration 82Q: 3 clusters Score -3681251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3681250.500000 Penalty: 3448.488770
	Iteration 83Q: 3 clusters Score -3681250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3681251.750000 Penalty: 3448.488770
	Iteration 84Q: 3 clusters Score -3681252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3681255.500000 Penalty: 3448.488770
	Iteration 85Q: 3 clusters Score -3681256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3681254.500000 Penalty: 3448.488770
	Iteration 86Q: 3 clusters Score -3681254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3681254.500000 Penalty: 3448.488770
	Iteration 87F: 3 clusters Score -3681254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -818952.000000 Penalty: 1472.925537
	Iteration 0F: 2 clusters Score -818952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -812638.812500 Penalty: 2945.851074
	Iteration 0F: 3 clusters Score -812638.8 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -814593.500000 Penalty: 2945.851074
	Iteration 1F: 3 clusters Score -814593.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -814802.187500 Penalty: 2945.851074
	Iteration 2F: 3 clusters Score -814802.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -814948.187500 Penalty: 2945.851074
	Iteration 3Q: 3 clusters Score -814948.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -815069.750000 Penalty: 2945.851074
	Iteration 4Q: 3 clusters Score -815069.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -815182.875000 Penalty: 2945.851074
	Iteration 5Q: 3 clusters Score -815182.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -815258.750000 Penalty: 2945.851074
	Iteration 6Q: 3 clusters Score -815258.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -815314.875000 Penalty: 2945.851074
	Iteration 7Q: 3 clusters Score -815314.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -815361.312500 Penalty: 2945.851074
	Iteration 8Q: 3 clusters Score -815361.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -815411.812500 Penalty: 2945.851074
	Iteration 9Q: 3 clusters Score -815411.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -815467.125000 Penalty: 2945.851074
	Iteration 10Q: 3 clusters Score -815467.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -815519.187500 Penalty: 2945.851074
	Iteration 11Q: 3 clusters Score -815519.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -815578.625000 Penalty: 2945.851074
	Iteration 12Q: 3 clusters Score -815578.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -815666.312500 Penalty: 2945.851074
	Iteration 13Q: 3 clusters Score -815666.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -815750.250000 Penalty: 2945.851074
	Iteration 14Q: 3 clusters Score -815750.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -815851.937500 Penalty: 2945.851074
	Iteration 15Q: 3 clusters Score -815851.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -815979.000000 Penalty: 2945.851074
	Iteration 16Q: 3 clusters Score -815979 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -816169.312500 Penalty: 2945.851074
	Iteration 17Q: 3 clusters Score -816169.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -816383.937500 Penalty: 2945.851074
	Iteration 18Q: 3 clusters Score -816383.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -816629.500000 Penalty: 2945.851074
	Iteration 19Q: 3 clusters Score -816629.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -816863.125000 Penalty: 2945.851074
	Iteration 20F: 3 clusters Score -816863.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -817068.937500 Penalty: 2945.851074
	Iteration 21Q: 3 clusters Score -817068.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -817209.562500 Penalty: 2945.851074
	Iteration 22Q: 3 clusters Score -817209.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -817320.687500 Penalty: 2945.851074
	Iteration 23Q: 3 clusters Score -817320.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -817409.125000 Penalty: 2945.851074
	Iteration 24Q: 3 clusters Score -817409.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -817493.000000 Penalty: 2945.851074
	Iteration 25Q: 3 clusters Score -817493 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -817556.187500 Penalty: 2945.851074
	Iteration 26Q: 3 clusters Score -817556.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -817607.812500 Penalty: 2945.851074
	Iteration 27Q: 3 clusters Score -817607.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -817656.250000 Penalty: 2945.851074
	Iteration 28Q: 3 clusters Score -817656.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -817693.375000 Penalty: 2945.851074
	Iteration 29Q: 3 clusters Score -817693.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -817728.000000 Penalty: 2945.851074
	Iteration 30Q: 3 clusters Score -817728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -817750.625000 Penalty: 2945.851074
	Iteration 31Q: 3 clusters Score -817750.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -817769.750000 Penalty: 2945.851074
	Iteration 32Q: 3 clusters Score -817769.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -817781.625000 Penalty: 2945.851074
	Iteration 33Q: 3 clusters Score -817781.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -817793.250000 Penalty: 2945.851074
	Iteration 34Q: 3 clusters Score -817793.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -817801.500000 Penalty: 2945.851074
	Iteration 35Q: 3 clusters Score -817801.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -817806.937500 Penalty: 2945.851074
	Iteration 36Q: 3 clusters Score -817806.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -817808.500000 Penalty: 2945.851074
	Iteration 37Q: 3 clusters Score -817808.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -817812.500000 Penalty: 2945.851074
	Iteration 38Q: 3 clusters Score -817812.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -817815.687500 Penalty: 2945.851074
	Iteration 39Q: 3 clusters Score -817815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -817817.812500 Penalty: 2945.851074
	Iteration 40F: 3 clusters Score -817817.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -817821.437500 Penalty: 2945.851074
	Iteration 41Q: 3 clusters Score -817821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -817825.687500 Penalty: 2945.851074
	Iteration 42Q: 3 clusters Score -817825.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -817828.625000 Penalty: 2945.851074
	Iteration 43Q: 3 clusters Score -817828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -817832.125000 Penalty: 2945.851074
	Iteration 44Q: 3 clusters Score -817832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -817834.062500 Penalty: 2945.851074
	Iteration 45Q: 3 clusters Score -817834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -817835.750000 Penalty: 2945.851074
	Iteration 46Q: 3 clusters Score -817835.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -817837.812500 Penalty: 2945.851074
	Iteration 47Q: 3 clusters Score -817837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -817837.937500 Penalty: 2945.851074
	Iteration 48Q: 3 clusters Score -817837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -817838.500000 Penalty: 2945.851074
	Iteration 49Q: 3 clusters Score -817838.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -817841.000000 Penalty: 2945.851074
	Iteration 50Q: 3 clusters Score -817841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -817840.125000 Penalty: 2945.851074
	Iteration 51Q: 3 clusters Score -817840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -817841.625000 Penalty: 2945.851074
	Iteration 52Q: 3 clusters Score -817841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -817841.375000 Penalty: 2945.851074
	Iteration 53Q: 3 clusters Score -817841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -817842.125000 Penalty: 2945.851074
	Iteration 54Q: 3 clusters Score -817842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -817840.625000 Penalty: 2945.851074
	Iteration 55Q: 3 clusters Score -817840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -817840.937500 Penalty: 2945.851074
	Iteration 56Q: 3 clusters Score -817840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -817842.937500 Penalty: 2945.851074
	Iteration 57Q: 3 clusters Score -817842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -817842.500000 Penalty: 2945.851074
	Iteration 58Q: 3 clusters Score -817842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -817843.937500 Penalty: 2945.851074
	Iteration 59Q: 3 clusters Score -817843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -817844.000000 Penalty: 2945.851074
	Iteration 60F: 3 clusters Score -817844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -817843.500000 Penalty: 2945.851074
	Iteration 61Q: 3 clusters Score -817843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -817844.437500 Penalty: 2945.851074
	Iteration 62Q: 3 clusters Score -817844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -817842.937500 Penalty: 2945.851074
	Iteration 63Q: 3 clusters Score -817842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -817842.937500 Penalty: 2945.851074
	Iteration 64F: 3 clusters Score -817842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Entering Unmasked Estep 
Score: -4649592.500000 Penalty: 1758.402344
	Iteration 0F: 2 clusters Score -4649592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -4616079.000000 Penalty: 3516.804688
	Iteration 0F: 3 clusters Score -4616079 nChanged 23578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4629312.000000 Penalty: 3516.804688
	Iteration 1F: 3 clusters Score -4629312 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4629881.000000 Penalty: 3516.804688
	Iteration 2Q: 3 clusters Score -4629881 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4630676.000000 Penalty: 3516.804688
	Iteration 3Q: 3 clusters Score -4630676 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4631917.500000 Penalty: 3516.804688
	Iteration 4F: 3 clusters Score -4631918 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -4633766.000000 Penalty: 3516.804688
	Iteration 5F: 3 clusters Score -4633766 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -4636633.000000 Penalty: 3516.804688
	Iteration 6F: 3 clusters Score -4636633 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4639935.000000 Penalty: 3516.804688
	Iteration 7F: 3 clusters Score -4639935 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4642793.500000 Penalty: 3516.804688
	Iteration 8F: 3 clusters Score -4642794 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4644914.500000 Penalty: 3516.804688
	Iteration 9Q: 3 clusters Score -4644914 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4646226.500000 Penalty: 3516.804688
	Iteration 10Q: 3 clusters Score -4646226 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4647052.000000 Penalty: 3516.804688
	Iteration 11Q: 3 clusters Score -4647052 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4647517.000000 Penalty: 3516.804688
	Iteration 12Q: 3 clusters Score -4647517 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4647750.500000 Penalty: 3516.804688
	Iteration 13Q: 3 clusters Score -4647750 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4647857.500000 Penalty: 3516.804688
	Iteration 14Q: 3 clusters Score -4647858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4647949.000000 Penalty: 3516.804688
	Iteration 15Q: 3 clusters Score -4647949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4647997.000000 Penalty: 3516.804688
	Iteration 16Q: 3 clusters Score -4647997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4648037.000000 Penalty: 3516.804688
	Iteration 17Q: 3 clusters Score -4648037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4648059.500000 Penalty: 3516.804688
	Iteration 18Q: 3 clusters Score -4648060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4648089.500000 Penalty: 3516.804688
	Iteration 19Q: 3 clusters Score -4648090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4648094.500000 Penalty: 3516.804688
	Iteration 20F: 3 clusters Score -4648094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4648107.500000 Penalty: 3516.804688
	Iteration 21Q: 3 clusters Score -4648108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4648112.500000 Penalty: 3516.804688
	Iteration 22Q: 3 clusters Score -4648112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4648109.000000 Penalty: 3516.804688
	Iteration 23Q: 3 clusters Score -4648109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4648111.500000 Penalty: 3516.804688
	Iteration 24Q: 3 clusters Score -4648112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4648118.000000 Penalty: 3516.804688
	Iteration 25Q: 3 clusters Score -4648118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4648118.500000 Penalty: 3516.804688
	Iteration 26Q: 3 clusters Score -4648118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4648121.500000 Penalty: 3516.804688
	Iteration 27Q: 3 clusters Score -4648122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4648123.500000 Penalty: 3516.804688
	Iteration 28Q: 3 clusters Score -4648124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4648130.000000 Penalty: 3516.804688
	Iteration 29Q: 3 clusters Score -4648130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4648131.000000 Penalty: 3516.804688
	Iteration 30Q: 3 clusters Score -4648131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4648131.000000 Penalty: 3516.804688
	Iteration 31Q: 3 clusters Score -4648131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4648132.000000 Penalty: 3516.804688
	Iteration 32Q: 3 clusters Score -4648132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4648135.000000 Penalty: 3516.804688
	Iteration 33Q: 3 clusters Score -4648135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4648136.000000 Penalty: 3516.804688
	Iteration 34Q: 3 clusters Score -4648136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4648136.000000 Penalty: 3516.804688
	Iteration 35F: 3 clusters Score -4648136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Entering Unmasked Estep 
Score: -505869.250000 Penalty: 1406.189087
	Iteration 0F: 2 clusters Score -505869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -501364.062500 Penalty: 2812.378174
	Iteration 0F: 3 clusters Score -501364.1 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -502763.625000 Penalty: 2812.378174
	Iteration 1F: 3 clusters Score -502763.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -503026.906250 Penalty: 2812.378174
	Iteration 2F: 3 clusters Score -503026.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -503285.062500 Penalty: 2812.378174
	Iteration 3F: 3 clusters Score -503285.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -503571.312500 Penalty: 2812.378174
	Iteration 4F: 3 clusters Score -503571.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -503877.843750 Penalty: 2812.378174
	Iteration 5F: 3 clusters Score -503877.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -504198.593750 Penalty: 2812.378174
	Iteration 6F: 3 clusters Score -504198.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -504458.062500 Penalty: 2812.378174
	Iteration 7F: 3 clusters Score -504458.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -504615.750000 Penalty: 2812.378174
	Iteration 8Q: 3 clusters Score -504615.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -504717.062500 Penalty: 2812.378174
	Iteration 9Q: 3 clusters Score -504717.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -504796.687500 Penalty: 2812.378174
	Iteration 10Q: 3 clusters Score -504796.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -504856.093750 Penalty: 2812.378174
	Iteration 11Q: 3 clusters Score -504856.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -504907.312500 Penalty: 2812.378174
	Iteration 12Q: 3 clusters Score -504907.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -504950.875000 Penalty: 2812.378174
	Iteration 13Q: 3 clusters Score -504950.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -504980.093750 Penalty: 2812.378174
	Iteration 14Q: 3 clusters Score -504980.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -505008.687500 Penalty: 2812.378174
	Iteration 15Q: 3 clusters Score -505008.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -505035.406250 Penalty: 2812.378174
	Iteration 16Q: 3 clusters Score -505035.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -505047.625000 Penalty: 2812.378174
	Iteration 17Q: 3 clusters Score -505047.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -505055.187500 Penalty: 2812.378174
	Iteration 18Q: 3 clusters Score -505055.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -505062.656250 Penalty: 2812.378174
	Iteration 19Q: 3 clusters Score -505062.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -505069.906250 Penalty: 2812.378174
	Iteration 20F: 3 clusters Score -505069.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -505077.781250 Penalty: 2812.378174
	Iteration 21Q: 3 clusters Score -505077.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -505084.468750 Penalty: 2812.378174
	Iteration 22Q: 3 clusters Score -505084.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -505095.125000 Penalty: 2812.378174
	Iteration 23Q: 3 clusters Score -505095.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -505107.156250 Penalty: 2812.378174
	Iteration 24Q: 3 clusters Score -505107.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -505115.906250 Penalty: 2812.378174
	Iteration 25Q: 3 clusters Score -505115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -505119.937500 Penalty: 2812.378174
	Iteration 26Q: 3 clusters Score -505119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -505122.375000 Penalty: 2812.378174
	Iteration 27Q: 3 clusters Score -505122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -505124.281250 Penalty: 2812.378174
	Iteration 28Q: 3 clusters Score -505124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -505127.656250 Penalty: 2812.378174
	Iteration 29Q: 3 clusters Score -505127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -505129.031250 Penalty: 2812.378174
	Iteration 30Q: 3 clusters Score -505129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -505130.625000 Penalty: 2812.378174
	Iteration 31Q: 3 clusters Score -505130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -505132.062500 Penalty: 2812.378174
	Iteration 32Q: 3 clusters Score -505132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -505135.562500 Penalty: 2812.378174
	Iteration 33Q: 3 clusters Score -505135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -505142.468750 Penalty: 2812.378174
	Iteration 34Q: 3 clusters Score -505142.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -505150.312500 Penalty: 2812.378174
	Iteration 35Q: 3 clusters Score -505150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -505152.500000 Penalty: 2812.378174
	Iteration 36Q: 3 clusters Score -505152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -505153.781250 Penalty: 2812.378174
	Iteration 37Q: 3 clusters Score -505153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -505157.437500 Penalty: 2812.378174
	Iteration 38Q: 3 clusters Score -505157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -505160.156250 Penalty: 2812.378174
	Iteration 39Q: 3 clusters Score -505160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -505163.187500 Penalty: 2812.378174
	Iteration 40F: 3 clusters Score -505163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -505166.218750 Penalty: 2812.378174
	Iteration 41Q: 3 clusters Score -505166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -505172.750000 Penalty: 2812.378174
	Iteration 42Q: 3 clusters Score -505172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -505177.281250 Penalty: 2812.378174
	Iteration 43Q: 3 clusters Score -505177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -505180.375000 Penalty: 2812.378174
	Iteration 44Q: 3 clusters Score -505180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -505183.656250 Penalty: 2812.378174
	Iteration 45Q: 3 clusters Score -505183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -505186.906250 Penalty: 2812.378174
	Iteration 46Q: 3 clusters Score -505186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -505190.281250 Penalty: 2812.378174
	Iteration 47Q: 3 clusters Score -505190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -505190.656250 Penalty: 2812.378174
	Iteration 48Q: 3 clusters Score -505190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -505191.187500 Penalty: 2812.378174
	Iteration 49Q: 3 clusters Score -505191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -505192.906250 Penalty: 2812.378174
	Iteration 50Q: 3 clusters Score -505192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -505194.406250 Penalty: 2812.378174
	Iteration 51Q: 3 clusters Score -505194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -505197.406250 Penalty: 2812.378174
	Iteration 52Q: 3 clusters Score -505197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -505198.406250 Penalty: 2812.378174
	Iteration 53Q: 3 clusters Score -505198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -505200.656250 Penalty: 2812.378174
	Iteration 54Q: 3 clusters Score -505200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -505202.218750 Penalty: 2812.378174
	Iteration 55Q: 3 clusters Score -505202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -505203.968750 Penalty: 2812.378174
	Iteration 56Q: 3 clusters Score -505204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -505205.093750 Penalty: 2812.378174
	Iteration 57Q: 3 clusters Score -505205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -505204.937500 Penalty: 2812.378174
	Iteration 58Q: 3 clusters Score -505204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -505206.812500 Penalty: 2812.378174
	Iteration 59Q: 3 clusters Score -505206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -505209.500000 Penalty: 2812.378174
	Iteration 60F: 3 clusters Score -505209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -505209.906250 Penalty: 2812.378174
	Iteration 61Q: 3 clusters Score -505209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -505210.437500 Penalty: 2812.378174
	Iteration 62Q: 3 clusters Score -505210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -505214.312500 Penalty: 2812.378174
	Iteration 63Q: 3 clusters Score -505214.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -505219.062500 Penalty: 2812.378174
	Iteration 64Q: 3 clusters Score -505219.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -505229.562500 Penalty: 2812.378174
	Iteration 65Q: 3 clusters Score -505229.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -505241.375000 Penalty: 2812.378174
	Iteration 66Q: 3 clusters Score -505241.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -505250.187500 Penalty: 2812.378174
	Iteration 67Q: 3 clusters Score -505250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -505256.718750 Penalty: 2812.378174
	Iteration 68Q: 3 clusters Score -505256.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -505260.093750 Penalty: 2812.378174
	Iteration 69Q: 3 clusters Score -505260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -505263.531250 Penalty: 2812.378174
	Iteration 70Q: 3 clusters Score -505263.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -505270.218750 Penalty: 2812.378174
	Iteration 71Q: 3 clusters Score -505270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -505274.875000 Penalty: 2812.378174
	Iteration 72Q: 3 clusters Score -505274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -505281.000000 Penalty: 2812.378174
	Iteration 73Q: 3 clusters Score -505281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -505284.843750 Penalty: 2812.378174
	Iteration 74Q: 3 clusters Score -505284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -505285.250000 Penalty: 2812.378174
	Iteration 75Q: 3 clusters Score -505285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -505285.718750 Penalty: 2812.378174
	Iteration 76Q: 3 clusters Score -505285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -505287.031250 Penalty: 2812.378174
	Iteration 77Q: 3 clusters Score -505287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -505287.281250 Penalty: 2812.378174
	Iteration 78Q: 3 clusters Score -505287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -505287.281250 Penalty: 2812.378174
	Iteration 79F: 3 clusters Score -505287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -219653.406250 Penalty: 1286.362671
	Iteration 0F: 2 clusters Score -219653.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -217114.265625 Penalty: 2572.725342
	Iteration 0F: 3 clusters Score -217114.3 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -217924.265625 Penalty: 2572.725342
	Iteration 1F: 3 clusters Score -217924.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -218469.125000 Penalty: 2572.725342
	Iteration 2F: 3 clusters Score -218469.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -219130.734375 Penalty: 2572.725342
	Iteration 3F: 3 clusters Score -219130.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -219624.609375 Penalty: 2572.725342
	Iteration 4F: 3 clusters Score -219624.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -219799.343750 Penalty: 2572.725342
	Iteration 5F: 3 clusters Score -219799.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -219884.375000 Penalty: 2572.725342
	Iteration 6Q: 3 clusters Score -219884.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -219938.125000 Penalty: 2572.725342
	Iteration 7Q: 3 clusters Score -219938.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -219960.531250 Penalty: 2572.725342
	Iteration 8Q: 3 clusters Score -219960.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -219973.921875 Penalty: 2572.725342
	Iteration 9Q: 3 clusters Score -219973.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -219981.578125 Penalty: 2572.725342
	Iteration 10Q: 3 clusters Score -219981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -219986.906250 Penalty: 2572.725342
	Iteration 11Q: 3 clusters Score -219986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -219994.015625 Penalty: 2572.725342
	Iteration 12Q: 3 clusters Score -219994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -219999.609375 Penalty: 2572.725342
	Iteration 13Q: 3 clusters Score -219999.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -220001.875000 Penalty: 2572.725342
	Iteration 14Q: 3 clusters Score -220001.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -220003.062500 Penalty: 2572.725342
	Iteration 15Q: 3 clusters Score -220003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -220003.484375 Penalty: 2572.725342
	Iteration 16Q: 3 clusters Score -220003.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -220008.015625 Penalty: 2572.725342
	Iteration 17F: 3 clusters Score -220008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -220020.406250 Penalty: 2572.725342
	Iteration 18Q: 3 clusters Score -220020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -220025.859375 Penalty: 2572.725342
	Iteration 19Q: 3 clusters Score -220025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -220031.765625 Penalty: 2572.725342
	Iteration 20F: 3 clusters Score -220031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -220036.625000 Penalty: 2572.725342
	Iteration 21Q: 3 clusters Score -220036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -220040.625000 Penalty: 2572.725342
	Iteration 22Q: 3 clusters Score -220040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -220053.656250 Penalty: 2572.725342
	Iteration 23Q: 3 clusters Score -220053.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220061.859375 Penalty: 2572.725342
	Iteration 24Q: 3 clusters Score -220061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220063.625000 Penalty: 2572.725342
	Iteration 25Q: 3 clusters Score -220063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220066.312500 Penalty: 2572.725342
	Iteration 26Q: 3 clusters Score -220066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -220068.015625 Penalty: 2572.725342
	Iteration 27Q: 3 clusters Score -220068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -220068.281250 Penalty: 2572.725342
	Iteration 28Q: 3 clusters Score -220068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -220068.625000 Penalty: 2572.725342
	Iteration 29Q: 3 clusters Score -220068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -220070.312500 Penalty: 2572.725342
	Iteration 30Q: 3 clusters Score -220070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -220071.078125 Penalty: 2572.725342
	Iteration 31Q: 3 clusters Score -220071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -220071.734375 Penalty: 2572.725342
	Iteration 32Q: 3 clusters Score -220071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -220072.234375 Penalty: 2572.725342
	Iteration 33Q: 3 clusters Score -220072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -220072.890625 Penalty: 2572.725342
	Iteration 34Q: 3 clusters Score -220072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -220072.890625 Penalty: 2572.725342
	Iteration 35F: 3 clusters Score -220072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 40568 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 50058 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 190642 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 170463 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 6620 members 
Mstep: Class 20 contains 21703 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 693 members 
Entering Unmasked Estep 
Score: -51559980.000000 Penalty: 51736.554688
Splitting cluster 10 changes total score from -51560388.000000 to -51559980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (190642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190642 members 
Entering Unmasked Estep 
Score: -17878146.000000 Penalty: 1975.699829
	Iteration 0F: 2 clusters Score -1.787815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -17750394.000000 Penalty: 3951.399658
	Iteration 0F: 3 clusters Score -1.775039e+07 nChanged 92456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -17804704.000000 Penalty: 3951.399658
	Iteration 1F: 3 clusters Score -1.78047e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -17805834.000000 Penalty: 3951.399658
	Iteration 2Q: 3 clusters Score -1.780583e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -17807268.000000 Penalty: 3951.399658
	Iteration 3Q: 3 clusters Score -1.780727e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -17809698.000000 Penalty: 3951.399658
	Iteration 4Q: 3 clusters Score -1.78097e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 102462 members 
Entering Unmasked Estep 
Score: -17813198.000000 Penalty: 3951.399658
	Iteration 5Q: 3 clusters Score -1.78132e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -17818344.000000 Penalty: 3951.399658
	Iteration 6F: 3 clusters Score -1.781834e+07 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 111165 members 
Entering Unmasked Estep 
Score: -17824682.000000 Penalty: 3951.399658
	Iteration 7F: 3 clusters Score -1.782468e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -17831320.000000 Penalty: 3951.399658
	Iteration 8F: 3 clusters Score -1.783132e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 121076 members 
Entering Unmasked Estep 
Score: -17838466.000000 Penalty: 3951.399658
	Iteration 9F: 3 clusters Score -1.783847e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -17845390.000000 Penalty: 3951.399658
	Iteration 10F: 3 clusters Score -1.784539e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 127103 members 
Entering Unmasked Estep 
Score: -17852924.000000 Penalty: 3951.399658
	Iteration 11Q: 3 clusters Score -1.785292e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 128275 members 
Entering Unmasked Estep 
Score: -17861752.000000 Penalty: 3951.399658
	Iteration 12Q: 3 clusters Score -1.786175e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 128740 members 
Entering Unmasked Estep 
Score: -17872118.000000 Penalty: 3951.399658
	Iteration 13Q: 3 clusters Score -1.787212e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 128252 members 
Entering Unmasked Estep 
Score: -17884120.000000 Penalty: 3951.399658
	Iteration 14Q: 3 clusters Score -1.788412e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -17892930.000000 Penalty: 3951.399658
	Iteration 15Q: 3 clusters Score -1.789293e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 124356 members 
Entering Unmasked Estep 
Score: -17896814.000000 Penalty: 3951.399658
	Iteration 16Q: 3 clusters Score -1.789681e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -17898200.000000 Penalty: 3951.399658
	Iteration 17Q: 3 clusters Score -1.78982e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 121078 members 
Entering Unmasked Estep 
Score: -17898860.000000 Penalty: 3951.399658
	Iteration 18Q: 3 clusters Score -1.789886e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -17899094.000000 Penalty: 3951.399658
	Iteration 19Q: 3 clusters Score -1.789909e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 119414 members 
Entering Unmasked Estep 
Score: -17899232.000000 Penalty: 3951.399658
	Iteration 20F: 3 clusters Score -1.789923e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -17899294.000000 Penalty: 3951.399658
	Iteration 21Q: 3 clusters Score -1.789929e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 118596 members 
Entering Unmasked Estep 
Score: -17899264.000000 Penalty: 3951.399658
	Iteration 22Q: 3 clusters Score -1.789926e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -17899260.000000 Penalty: 3951.399658
	Iteration 23Q: 3 clusters Score -1.789926e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 118212 members 
Entering Unmasked Estep 
Score: -17899278.000000 Penalty: 3951.399658
	Iteration 24Q: 3 clusters Score -1.789928e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 118094 members 
Entering Unmasked Estep 
Score: -17899274.000000 Penalty: 3951.399658
	Iteration 25Q: 3 clusters Score -1.789927e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -17899294.000000 Penalty: 3951.399658
	Iteration 26Q: 3 clusters Score -1.789929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 117980 members 
Entering Unmasked Estep 
Score: -17899282.000000 Penalty: 3951.399658
	Iteration 27Q: 3 clusters Score -1.789928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -17899290.000000 Penalty: 3951.399658
	Iteration 28Q: 3 clusters Score -1.789929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 117936 members 
Entering Unmasked Estep 
Score: -17899286.000000 Penalty: 3951.399658
	Iteration 29Q: 3 clusters Score -1.789929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -17899304.000000 Penalty: 3951.399658
	Iteration 30Q: 3 clusters Score -1.78993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -17899292.000000 Penalty: 3951.399658
	Iteration 31Q: 3 clusters Score -1.789929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -17899288.000000 Penalty: 3951.399658
	Iteration 32Q: 3 clusters Score -1.789929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 117904 members 
Entering Unmasked Estep 
Score: -17899292.000000 Penalty: 3951.399658
	Iteration 33Q: 3 clusters Score -1.789929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -17899286.000000 Penalty: 3951.399658
	Iteration 34Q: 3 clusters Score -1.789929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -17899286.000000 Penalty: 3951.399658
	Iteration 35Q: 3 clusters Score -1.789929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -17899284.000000 Penalty: 3951.399658
	Iteration 36Q: 3 clusters Score -1.789928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 117890 members 
Entering Unmasked Estep 
Score: -17899284.000000 Penalty: 3951.399658
	Iteration 37Q: 3 clusters Score -1.789928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -17899282.000000 Penalty: 3951.399658
	Iteration 38Q: 3 clusters Score -1.789928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -17899282.000000 Penalty: 3951.399658
	Iteration 39Q: 3 clusters Score -1.789928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -17899282.000000 Penalty: 3951.399658
	Iteration 40F: 3 clusters Score -1.789928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 40568 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 50058 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 72755 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 170463 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 6620 members 
Mstep: Class 20 contains 21703 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 117887 members 
Entering Unmasked Estep 
Score: -51581036.000000 Penalty: 51736.554688
Splitting cluster 11 changes total score from -51560388.000000 to -51581036.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -1123375.375000 Penalty: 1536.579102
	Iteration 0F: 2 clusters Score -1123375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1114409.750000 Penalty: 3073.158203
	Iteration 0F: 3 clusters Score -1114410 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1117638.625000 Penalty: 3073.158203
	Iteration 1F: 3 clusters Score -1117639 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1118061.250000 Penalty: 3073.158203
	Iteration 2F: 3 clusters Score -1118061 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1118465.625000 Penalty: 3073.158203
	Iteration 3F: 3 clusters Score -1118466 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1118872.250000 Penalty: 3073.158203
	Iteration 4F: 3 clusters Score -1118872 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1119313.375000 Penalty: 3073.158203
	Iteration 5F: 3 clusters Score -1119313 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1119761.750000 Penalty: 3073.158203
	Iteration 6F: 3 clusters Score -1119762 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1120171.875000 Penalty: 3073.158203
	Iteration 7F: 3 clusters Score -1120172 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1120434.125000 Penalty: 3073.158203
	Iteration 8Q: 3 clusters Score -1120434 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1120577.750000 Penalty: 3073.158203
	Iteration 9Q: 3 clusters Score -1120578 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1120686.500000 Penalty: 3073.158203
	Iteration 10Q: 3 clusters Score -1120686 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1120770.875000 Penalty: 3073.158203
	Iteration 11Q: 3 clusters Score -1120771 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1120847.375000 Penalty: 3073.158203
	Iteration 12Q: 3 clusters Score -1120847 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1120911.500000 Penalty: 3073.158203
	Iteration 13Q: 3 clusters Score -1120912 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1120971.500000 Penalty: 3073.158203
	Iteration 14Q: 3 clusters Score -1120972 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1121024.125000 Penalty: 3073.158203
	Iteration 15Q: 3 clusters Score -1121024 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1121082.875000 Penalty: 3073.158203
	Iteration 16Q: 3 clusters Score -1121083 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1121128.125000 Penalty: 3073.158203
	Iteration 17Q: 3 clusters Score -1121128 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1121168.875000 Penalty: 3073.158203
	Iteration 18Q: 3 clusters Score -1121169 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1121222.000000 Penalty: 3073.158203
	Iteration 19Q: 3 clusters Score -1121222 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1121270.125000 Penalty: 3073.158203
	Iteration 20F: 3 clusters Score -1121270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1121321.875000 Penalty: 3073.158203
	Iteration 21Q: 3 clusters Score -1121322 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1121371.250000 Penalty: 3073.158203
	Iteration 22Q: 3 clusters Score -1121371 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1121411.625000 Penalty: 3073.158203
	Iteration 23Q: 3 clusters Score -1121412 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1121447.250000 Penalty: 3073.158203
	Iteration 24Q: 3 clusters Score -1121447 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1121479.000000 Penalty: 3073.158203
	Iteration 25Q: 3 clusters Score -1121479 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1121512.750000 Penalty: 3073.158203
	Iteration 26Q: 3 clusters Score -1121513 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1121543.125000 Penalty: 3073.158203
	Iteration 27Q: 3 clusters Score -1121543 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1121581.750000 Penalty: 3073.158203
	Iteration 28Q: 3 clusters Score -1121582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1121620.125000 Penalty: 3073.158203
	Iteration 29Q: 3 clusters Score -1121620 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1121653.375000 Penalty: 3073.158203
	Iteration 30Q: 3 clusters Score -1121653 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1121687.125000 Penalty: 3073.158203
	Iteration 31Q: 3 clusters Score -1121687 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1121726.875000 Penalty: 3073.158203
	Iteration 32Q: 3 clusters Score -1121727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1121760.625000 Penalty: 3073.158203
	Iteration 33Q: 3 clusters Score -1121761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1121795.500000 Penalty: 3073.158203
	Iteration 34Q: 3 clusters Score -1121796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1121822.250000 Penalty: 3073.158203
	Iteration 35Q: 3 clusters Score -1121822 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1121841.875000 Penalty: 3073.158203
	Iteration 36Q: 3 clusters Score -1121842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1121871.750000 Penalty: 3073.158203
	Iteration 37Q: 3 clusters Score -1121872 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1121903.750000 Penalty: 3073.158203
	Iteration 38Q: 3 clusters Score -1121904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1121948.000000 Penalty: 3073.158203
	Iteration 39Q: 3 clusters Score -1121948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1122016.000000 Penalty: 3073.158203
	Iteration 40F: 3 clusters Score -1122016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1122094.375000 Penalty: 3073.158203
	Iteration 41Q: 3 clusters Score -1122094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1122185.250000 Penalty: 3073.158203
	Iteration 42Q: 3 clusters Score -1122185 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1122270.500000 Penalty: 3073.158203
	Iteration 43Q: 3 clusters Score -1122270 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1122337.000000 Penalty: 3073.158203
	Iteration 44Q: 3 clusters Score -1122337 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1122391.750000 Penalty: 3073.158203
	Iteration 45Q: 3 clusters Score -1122392 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1122428.375000 Penalty: 3073.158203
	Iteration 46Q: 3 clusters Score -1122428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1122458.500000 Penalty: 3073.158203
	Iteration 47Q: 3 clusters Score -1122458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1122470.125000 Penalty: 3073.158203
	Iteration 48Q: 3 clusters Score -1122470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1122483.500000 Penalty: 3073.158203
	Iteration 49Q: 3 clusters Score -1122484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1122499.250000 Penalty: 3073.158203
	Iteration 50Q: 3 clusters Score -1122499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1122513.625000 Penalty: 3073.158203
	Iteration 51Q: 3 clusters Score -1122514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1122517.500000 Penalty: 3073.158203
	Iteration 52Q: 3 clusters Score -1122518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1122520.375000 Penalty: 3073.158203
	Iteration 53Q: 3 clusters Score -1122520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1122524.375000 Penalty: 3073.158203
	Iteration 54Q: 3 clusters Score -1122524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1122527.750000 Penalty: 3073.158203
	Iteration 55Q: 3 clusters Score -1122528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1122532.750000 Penalty: 3073.158203
	Iteration 56Q: 3 clusters Score -1122533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1122532.875000 Penalty: 3073.158203
	Iteration 57Q: 3 clusters Score -1122533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1122534.875000 Penalty: 3073.158203
	Iteration 58Q: 3 clusters Score -1122535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1122535.500000 Penalty: 3073.158203
	Iteration 59Q: 3 clusters Score -1122536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1122535.500000 Penalty: 3073.158203
	Iteration 60F: 3 clusters Score -1122536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1122537.000000 Penalty: 3073.158203
	Iteration 61Q: 3 clusters Score -1122537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1122540.125000 Penalty: 3073.158203
	Iteration 62Q: 3 clusters Score -1122540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1122539.500000 Penalty: 3073.158203
	Iteration 63Q: 3 clusters Score -1122540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1122542.125000 Penalty: 3073.158203
	Iteration 64Q: 3 clusters Score -1122542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1122541.625000 Penalty: 3073.158203
	Iteration 65Q: 3 clusters Score -1122542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1122541.125000 Penalty: 3073.158203
	Iteration 66Q: 3 clusters Score -1122541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1122543.375000 Penalty: 3073.158203
	Iteration 67Q: 3 clusters Score -1122543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1122545.125000 Penalty: 3073.158203
	Iteration 68Q: 3 clusters Score -1122545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1122544.875000 Penalty: 3073.158203
	Iteration 69Q: 3 clusters Score -1122545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1122545.000000 Penalty: 3073.158203
	Iteration 70Q: 3 clusters Score -1122545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1122546.000000 Penalty: 3073.158203
	Iteration 71Q: 3 clusters Score -1122546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1122543.750000 Penalty: 3073.158203
	Iteration 72Q: 3 clusters Score -1122544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1122544.000000 Penalty: 3073.158203
	Iteration 73Q: 3 clusters Score -1122544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1122544.000000 Penalty: 3073.158203
	Iteration 74F: 3 clusters Score -1122544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -172026.984375 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -172027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -170022.703125 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -170022.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -170436.921875 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -170436.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -170520.484375 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -170520.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -170579.843750 Penalty: 2453.280762
	Iteration 3Q: 3 clusters Score -170579.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170610.781250 Penalty: 2453.280762
	Iteration 4Q: 3 clusters Score -170610.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -170637.968750 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -170638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -170659.656250 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -170659.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -170679.968750 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -170680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170695.046875 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -170695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170704.515625 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -170704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -170709.062500 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -170709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -170712.015625 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -170712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -170714.484375 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -170714.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -170717.015625 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -170717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -170718.875000 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -170718.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -170723.906250 Penalty: 2453.280762
	Iteration 15Q: 3 clusters Score -170723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -170726.390625 Penalty: 2453.280762
	Iteration 16Q: 3 clusters Score -170726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -170727.250000 Penalty: 2453.280762
	Iteration 17Q: 3 clusters Score -170727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -170727.781250 Penalty: 2453.280762
	Iteration 18Q: 3 clusters Score -170727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -170727.781250 Penalty: 2453.280762
	Iteration 19F: 3 clusters Score -170727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -644682.000000 Penalty: 1457.571289
	Iteration 0F: 2 clusters Score -644682 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 4009 members 
Entering Unmasked Estep 
Score: -638843.812500 Penalty: 2915.142578
	Iteration 0F: 3 clusters Score -638843.8 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -640842.062500 Penalty: 2915.142578
	Iteration 1F: 3 clusters Score -640842.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -641173.375000 Penalty: 2915.142578
	Iteration 2F: 3 clusters Score -641173.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -641497.375000 Penalty: 2915.142578
	Iteration 3F: 3 clusters Score -641497.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -641832.750000 Penalty: 2915.142578
	Iteration 4F: 3 clusters Score -641832.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -642136.812500 Penalty: 2915.142578
	Iteration 5F: 3 clusters Score -642136.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -642392.562500 Penalty: 2915.142578
	Iteration 6Q: 3 clusters Score -642392.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -642628.000000 Penalty: 2915.142578
	Iteration 7Q: 3 clusters Score -642628 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -642847.312500 Penalty: 2915.142578
	Iteration 8Q: 3 clusters Score -642847.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -643042.187500 Penalty: 2915.142578
	Iteration 9Q: 3 clusters Score -643042.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -643232.750000 Penalty: 2915.142578
	Iteration 10Q: 3 clusters Score -643232.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -643366.000000 Penalty: 2915.142578
	Iteration 11Q: 3 clusters Score -643366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -643429.875000 Penalty: 2915.142578
	Iteration 12Q: 3 clusters Score -643429.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -643475.937500 Penalty: 2915.142578
	Iteration 13Q: 3 clusters Score -643475.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -643511.187500 Penalty: 2915.142578
	Iteration 14Q: 3 clusters Score -643511.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -643547.687500 Penalty: 2915.142578
	Iteration 15Q: 3 clusters Score -643547.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -643576.937500 Penalty: 2915.142578
	Iteration 16Q: 3 clusters Score -643576.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -643598.312500 Penalty: 2915.142578
	Iteration 17Q: 3 clusters Score -643598.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -643619.062500 Penalty: 2915.142578
	Iteration 18Q: 3 clusters Score -643619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -643623.562500 Penalty: 2915.142578
	Iteration 19Q: 3 clusters Score -643623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -643631.437500 Penalty: 2915.142578
	Iteration 20F: 3 clusters Score -643631.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -643632.875000 Penalty: 2915.142578
	Iteration 21Q: 3 clusters Score -643632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -643635.812500 Penalty: 2915.142578
	Iteration 22Q: 3 clusters Score -643635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -643636.375000 Penalty: 2915.142578
	Iteration 23Q: 3 clusters Score -643636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -643639.250000 Penalty: 2915.142578
	Iteration 24Q: 3 clusters Score -643639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -643640.937500 Penalty: 2915.142578
	Iteration 25Q: 3 clusters Score -643640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -643640.937500 Penalty: 2915.142578
	Iteration 26F: 3 clusters Score -643640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Entering Unmasked Estep 
Score: -440024.156250 Penalty: 1384.724976
	Iteration 0F: 2 clusters Score -440024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -435996.562500 Penalty: 2769.449951
	Iteration 0F: 3 clusters Score -435996.6 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -437062.937500 Penalty: 2769.449951
	Iteration 1F: 3 clusters Score -437062.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -437279.625000 Penalty: 2769.449951
	Iteration 2F: 3 clusters Score -437279.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -437494.656250 Penalty: 2769.449951
	Iteration 3F: 3 clusters Score -437494.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -437757.125000 Penalty: 2769.449951
	Iteration 4Q: 3 clusters Score -437757.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -437941.406250 Penalty: 2769.449951
	Iteration 5F: 3 clusters Score -437941.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -438106.781250 Penalty: 2769.449951
	Iteration 6F: 3 clusters Score -438106.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -438284.062500 Penalty: 2769.449951
	Iteration 7F: 3 clusters Score -438284.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -438459.218750 Penalty: 2769.449951
	Iteration 8F: 3 clusters Score -438459.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -438623.781250 Penalty: 2769.449951
	Iteration 9Q: 3 clusters Score -438623.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -438813.031250 Penalty: 2769.449951
	Iteration 10Q: 3 clusters Score -438813 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -439003.500000 Penalty: 2769.449951
	Iteration 11Q: 3 clusters Score -439003.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -439191.406250 Penalty: 2769.449951
	Iteration 12Q: 3 clusters Score -439191.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -439330.062500 Penalty: 2769.449951
	Iteration 13Q: 3 clusters Score -439330.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -439469.000000 Penalty: 2769.449951
	Iteration 14Q: 3 clusters Score -439469 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -439585.718750 Penalty: 2769.449951
	Iteration 15Q: 3 clusters Score -439585.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -439661.437500 Penalty: 2769.449951
	Iteration 16Q: 3 clusters Score -439661.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -439709.437500 Penalty: 2769.449951
	Iteration 17Q: 3 clusters Score -439709.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -439743.312500 Penalty: 2769.449951
	Iteration 18Q: 3 clusters Score -439743.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -439775.625000 Penalty: 2769.449951
	Iteration 19Q: 3 clusters Score -439775.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -439800.968750 Penalty: 2769.449951
	Iteration 20F: 3 clusters Score -439801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -439816.218750 Penalty: 2769.449951
	Iteration 21Q: 3 clusters Score -439816.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -439831.562500 Penalty: 2769.449951
	Iteration 22Q: 3 clusters Score -439831.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -439845.812500 Penalty: 2769.449951
	Iteration 23Q: 3 clusters Score -439845.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -439861.187500 Penalty: 2769.449951
	Iteration 24Q: 3 clusters Score -439861.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -439876.093750 Penalty: 2769.449951
	Iteration 25Q: 3 clusters Score -439876.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -439890.156250 Penalty: 2769.449951
	Iteration 26Q: 3 clusters Score -439890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -439909.875000 Penalty: 2769.449951
	Iteration 27Q: 3 clusters Score -439909.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -439928.125000 Penalty: 2769.449951
	Iteration 28Q: 3 clusters Score -439928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -439943.906250 Penalty: 2769.449951
	Iteration 29Q: 3 clusters Score -439943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -439951.468750 Penalty: 2769.449951
	Iteration 30Q: 3 clusters Score -439951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -439960.437500 Penalty: 2769.449951
	Iteration 31Q: 3 clusters Score -439960.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -439973.031250 Penalty: 2769.449951
	Iteration 32Q: 3 clusters Score -439973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -439981.968750 Penalty: 2769.449951
	Iteration 33Q: 3 clusters Score -439982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -439988.312500 Penalty: 2769.449951
	Iteration 34Q: 3 clusters Score -439988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -439994.843750 Penalty: 2769.449951
	Iteration 35Q: 3 clusters Score -439994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -439998.000000 Penalty: 2769.449951
	Iteration 36Q: 3 clusters Score -439998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -440000.875000 Penalty: 2769.449951
	Iteration 37Q: 3 clusters Score -440000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -440002.750000 Penalty: 2769.449951
	Iteration 38Q: 3 clusters Score -440002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -440005.906250 Penalty: 2769.449951
	Iteration 39Q: 3 clusters Score -440005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -440006.406250 Penalty: 2769.449951
	Iteration 40F: 3 clusters Score -440006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -440009.343750 Penalty: 2769.449951
	Iteration 41Q: 3 clusters Score -440009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -440009.343750 Penalty: 2769.449951
	Iteration 42F: 3 clusters Score -440009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Entering Unmasked Estep 
Score: -1405844.375000 Penalty: 1569.118774
	Iteration 0F: 2 clusters Score -1405844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1395155.125000 Penalty: 3138.237549
	Iteration 0F: 3 clusters Score -1395155 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1398719.000000 Penalty: 3138.237549
	Iteration 1F: 3 clusters Score -1398719 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1398992.125000 Penalty: 3138.237549
	Iteration 2F: 3 clusters Score -1398992 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1399230.125000 Penalty: 3138.237549
	Iteration 3Q: 3 clusters Score -1399230 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1399479.625000 Penalty: 3138.237549
	Iteration 4Q: 3 clusters Score -1399480 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1399777.625000 Penalty: 3138.237549
	Iteration 5Q: 3 clusters Score -1399778 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1400188.750000 Penalty: 3138.237549
	Iteration 6Q: 3 clusters Score -1400189 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1400681.000000 Penalty: 3138.237549
	Iteration 7Q: 3 clusters Score -1400681 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1401237.000000 Penalty: 3138.237549
	Iteration 8F: 3 clusters Score -1401237 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1401764.000000 Penalty: 3138.237549
	Iteration 9F: 3 clusters Score -1401764 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1402197.750000 Penalty: 3138.237549
	Iteration 10Q: 3 clusters Score -1402198 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1402541.250000 Penalty: 3138.237549
	Iteration 11Q: 3 clusters Score -1402541 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1402832.750000 Penalty: 3138.237549
	Iteration 12Q: 3 clusters Score -1402833 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1403089.250000 Penalty: 3138.237549
	Iteration 13Q: 3 clusters Score -1403089 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1403317.500000 Penalty: 3138.237549
	Iteration 14Q: 3 clusters Score -1403318 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1403535.750000 Penalty: 3138.237549
	Iteration 15Q: 3 clusters Score -1403536 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1403718.250000 Penalty: 3138.237549
	Iteration 16Q: 3 clusters Score -1403718 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1403874.125000 Penalty: 3138.237549
	Iteration 17Q: 3 clusters Score -1403874 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1404011.500000 Penalty: 3138.237549
	Iteration 18Q: 3 clusters Score -1404012 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1404138.000000 Penalty: 3138.237549
	Iteration 19Q: 3 clusters Score -1404138 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1404242.875000 Penalty: 3138.237549
	Iteration 20F: 3 clusters Score -1404243 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1404341.625000 Penalty: 3138.237549
	Iteration 21Q: 3 clusters Score -1404342 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1404417.000000 Penalty: 3138.237549
	Iteration 22Q: 3 clusters Score -1404417 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1404478.125000 Penalty: 3138.237549
	Iteration 23Q: 3 clusters Score -1404478 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1404532.500000 Penalty: 3138.237549
	Iteration 24Q: 3 clusters Score -1404532 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1404581.625000 Penalty: 3138.237549
	Iteration 25Q: 3 clusters Score -1404582 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1404632.250000 Penalty: 3138.237549
	Iteration 26Q: 3 clusters Score -1404632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1404683.375000 Penalty: 3138.237549
	Iteration 27Q: 3 clusters Score -1404683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1404726.500000 Penalty: 3138.237549
	Iteration 28Q: 3 clusters Score -1404726 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1404760.375000 Penalty: 3138.237549
	Iteration 29Q: 3 clusters Score -1404760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1404795.000000 Penalty: 3138.237549
	Iteration 30Q: 3 clusters Score -1404795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1404821.250000 Penalty: 3138.237549
	Iteration 31Q: 3 clusters Score -1404821 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1404851.250000 Penalty: 3138.237549
	Iteration 32Q: 3 clusters Score -1404851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1404880.750000 Penalty: 3138.237549
	Iteration 33Q: 3 clusters Score -1404881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1404894.500000 Penalty: 3138.237549
	Iteration 34Q: 3 clusters Score -1404894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1404907.625000 Penalty: 3138.237549
	Iteration 35Q: 3 clusters Score -1404908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1404923.375000 Penalty: 3138.237549
	Iteration 36Q: 3 clusters Score -1404923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1404928.375000 Penalty: 3138.237549
	Iteration 37Q: 3 clusters Score -1404928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1404937.875000 Penalty: 3138.237549
	Iteration 38Q: 3 clusters Score -1404938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1404941.750000 Penalty: 3138.237549
	Iteration 39Q: 3 clusters Score -1404942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1404953.000000 Penalty: 3138.237549
	Iteration 40F: 3 clusters Score -1404953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1404958.250000 Penalty: 3138.237549
	Iteration 41Q: 3 clusters Score -1404958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1404961.250000 Penalty: 3138.237549
	Iteration 42Q: 3 clusters Score -1404961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1404966.500000 Penalty: 3138.237549
	Iteration 43Q: 3 clusters Score -1404966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1404967.750000 Penalty: 3138.237549
	Iteration 44Q: 3 clusters Score -1404968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1404970.750000 Penalty: 3138.237549
	Iteration 45Q: 3 clusters Score -1404971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1404976.500000 Penalty: 3138.237549
	Iteration 46Q: 3 clusters Score -1404976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1404974.500000 Penalty: 3138.237549
	Iteration 47Q: 3 clusters Score -1404974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1404975.750000 Penalty: 3138.237549
	Iteration 48Q: 3 clusters Score -1404976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1404979.625000 Penalty: 3138.237549
	Iteration 49Q: 3 clusters Score -1404980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1404976.875000 Penalty: 3138.237549
	Iteration 50Q: 3 clusters Score -1404977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1404976.250000 Penalty: 3138.237549
	Iteration 51Q: 3 clusters Score -1404976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1404977.375000 Penalty: 3138.237549
	Iteration 52Q: 3 clusters Score -1404977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1404978.875000 Penalty: 3138.237549
	Iteration 53Q: 3 clusters Score -1404979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1404978.750000 Penalty: 3138.237549
	Iteration 54Q: 3 clusters Score -1404979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1404981.500000 Penalty: 3138.237549
	Iteration 55Q: 3 clusters Score -1404982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1404982.375000 Penalty: 3138.237549
	Iteration 56Q: 3 clusters Score -1404982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1404980.500000 Penalty: 3138.237549
	Iteration 57Q: 3 clusters Score -1404980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1404978.500000 Penalty: 3138.237549
	Iteration 58Q: 3 clusters Score -1404978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1404978.625000 Penalty: 3138.237549
	Iteration 59Q: 3 clusters Score -1404979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1404980.000000 Penalty: 3138.237549
	Iteration 60F: 3 clusters Score -1404980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1404979.250000 Penalty: 3138.237549
	Iteration 61Q: 3 clusters Score -1404979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1404977.750000 Penalty: 3138.237549
	Iteration 62Q: 3 clusters Score -1404978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1404981.875000 Penalty: 3138.237549
	Iteration 63Q: 3 clusters Score -1404982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1404980.250000 Penalty: 3138.237549
	Iteration 64Q: 3 clusters Score -1404980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1404979.750000 Penalty: 3138.237549
	Iteration 65Q: 3 clusters Score -1404980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1404981.125000 Penalty: 3138.237549
	Iteration 66Q: 3 clusters Score -1404981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1404981.750000 Penalty: 3138.237549
	Iteration 67Q: 3 clusters Score -1404982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1404981.750000 Penalty: 3138.237549
	Iteration 68F: 3 clusters Score -1404982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Entering Unmasked Estep 
Score: -15235135.000000 Penalty: 1957.519409
	Iteration 0F: 2 clusters Score -1.523514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -15120648.000000 Penalty: 3915.038818
	Iteration 0F: 3 clusters Score -1.512065e+07 nChanged 82517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -15170193.000000 Penalty: 3915.038818
	Iteration 1F: 3 clusters Score -1.517019e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -15172704.000000 Penalty: 3915.038818
	Iteration 2Q: 3 clusters Score -1.51727e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -15177104.000000 Penalty: 3915.038818
	Iteration 3F: 3 clusters Score -1.51771e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -15185222.000000 Penalty: 3915.038818
	Iteration 4F: 3 clusters Score -1.518522e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131307 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -15197018.000000 Penalty: 3915.038818
	Iteration 5F: 3 clusters Score -1.519702e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145455 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -15210508.000000 Penalty: 3915.038818
	Iteration 6F: 3 clusters Score -1.521051e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156815 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -15221206.000000 Penalty: 3915.038818
	Iteration 7F: 3 clusters Score -1.522121e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163867 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -15227737.000000 Penalty: 3915.038818
	Iteration 8Q: 3 clusters Score -1.522774e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167605 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -15231120.000000 Penalty: 3915.038818
	Iteration 9Q: 3 clusters Score -1.523112e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15232540.000000 Penalty: 3915.038818
	Iteration 10Q: 3 clusters Score -1.523254e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169866 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -15232973.000000 Penalty: 3915.038818
	Iteration 11Q: 3 clusters Score -1.523297e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170064 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -15233147.000000 Penalty: 3915.038818
	Iteration 12Q: 3 clusters Score -1.523315e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15233238.000000 Penalty: 3915.038818
	Iteration 13Q: 3 clusters Score -1.523324e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170185 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15233312.000000 Penalty: 3915.038818
	Iteration 14Q: 3 clusters Score -1.523331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170209 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15233343.000000 Penalty: 3915.038818
	Iteration 15Q: 3 clusters Score -1.523334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15233362.000000 Penalty: 3915.038818
	Iteration 16Q: 3 clusters Score -1.523336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15233372.000000 Penalty: 3915.038818
	Iteration 17Q: 3 clusters Score -1.523337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15233389.000000 Penalty: 3915.038818
	Iteration 18Q: 3 clusters Score -1.523339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15233393.000000 Penalty: 3915.038818
	Iteration 19Q: 3 clusters Score -1.523339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15233397.000000 Penalty: 3915.038818
	Iteration 20F: 3 clusters Score -1.52334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15233397.000000 Penalty: 3915.038818
	Iteration 21Q: 3 clusters Score -1.52334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15233407.000000 Penalty: 3915.038818
	Iteration 22Q: 3 clusters Score -1.523341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15233410.000000 Penalty: 3915.038818
	Iteration 23Q: 3 clusters Score -1.523341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15233406.000000 Penalty: 3915.038818
	Iteration 24Q: 3 clusters Score -1.523341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170231 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15233406.000000 Penalty: 3915.038818
	Iteration 25F: 3 clusters Score -1.523341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Entering Unmasked Estep 
Score: -1127021.750000 Penalty: 1525.220581
	Iteration 0F: 2 clusters Score -1127022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1118625.500000 Penalty: 3050.441162
	Iteration 0F: 3 clusters Score -1118626 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1121440.375000 Penalty: 3050.441162
	Iteration 1F: 3 clusters Score -1121440 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1121731.750000 Penalty: 3050.441162
	Iteration 2F: 3 clusters Score -1121732 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1121967.750000 Penalty: 3050.441162
	Iteration 3Q: 3 clusters Score -1121968 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1122195.625000 Penalty: 3050.441162
	Iteration 4Q: 3 clusters Score -1122196 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1122419.750000 Penalty: 3050.441162
	Iteration 5Q: 3 clusters Score -1122420 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1122659.500000 Penalty: 3050.441162
	Iteration 6Q: 3 clusters Score -1122660 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1122901.000000 Penalty: 3050.441162
	Iteration 7Q: 3 clusters Score -1122901 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1123175.250000 Penalty: 3050.441162
	Iteration 8Q: 3 clusters Score -1123175 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1123447.750000 Penalty: 3050.441162
	Iteration 9Q: 3 clusters Score -1123448 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1123734.500000 Penalty: 3050.441162
	Iteration 10Q: 3 clusters Score -1123734 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1124029.500000 Penalty: 3050.441162
	Iteration 11Q: 3 clusters Score -1124030 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1124292.875000 Penalty: 3050.441162
	Iteration 12Q: 3 clusters Score -1124293 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1124495.875000 Penalty: 3050.441162
	Iteration 13Q: 3 clusters Score -1124496 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1124689.875000 Penalty: 3050.441162
	Iteration 14Q: 3 clusters Score -1124690 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1124792.750000 Penalty: 3050.441162
	Iteration 15Q: 3 clusters Score -1124793 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1124853.375000 Penalty: 3050.441162
	Iteration 16Q: 3 clusters Score -1124853 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1124899.750000 Penalty: 3050.441162
	Iteration 17Q: 3 clusters Score -1124900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1124951.750000 Penalty: 3050.441162
	Iteration 18Q: 3 clusters Score -1124952 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1124994.750000 Penalty: 3050.441162
	Iteration 19Q: 3 clusters Score -1124995 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1125047.250000 Penalty: 3050.441162
	Iteration 20F: 3 clusters Score -1125047 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1125113.750000 Penalty: 3050.441162
	Iteration 21Q: 3 clusters Score -1125114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1125170.250000 Penalty: 3050.441162
	Iteration 22Q: 3 clusters Score -1125170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1125237.125000 Penalty: 3050.441162
	Iteration 23Q: 3 clusters Score -1125237 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1125304.750000 Penalty: 3050.441162
	Iteration 24Q: 3 clusters Score -1125305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1125346.625000 Penalty: 3050.441162
	Iteration 25Q: 3 clusters Score -1125347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1125373.125000 Penalty: 3050.441162
	Iteration 26Q: 3 clusters Score -1125373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1125394.000000 Penalty: 3050.441162
	Iteration 27Q: 3 clusters Score -1125394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1125421.250000 Penalty: 3050.441162
	Iteration 28Q: 3 clusters Score -1125421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1125433.500000 Penalty: 3050.441162
	Iteration 29Q: 3 clusters Score -1125434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1125451.750000 Penalty: 3050.441162
	Iteration 30Q: 3 clusters Score -1125452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1125466.250000 Penalty: 3050.441162
	Iteration 31Q: 3 clusters Score -1125466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1125478.250000 Penalty: 3050.441162
	Iteration 32Q: 3 clusters Score -1125478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1125483.875000 Penalty: 3050.441162
	Iteration 33Q: 3 clusters Score -1125484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1125495.375000 Penalty: 3050.441162
	Iteration 34Q: 3 clusters Score -1125495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1125504.375000 Penalty: 3050.441162
	Iteration 35Q: 3 clusters Score -1125504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1125506.375000 Penalty: 3050.441162
	Iteration 36Q: 3 clusters Score -1125506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1125511.500000 Penalty: 3050.441162
	Iteration 37Q: 3 clusters Score -1125512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1125515.375000 Penalty: 3050.441162
	Iteration 38Q: 3 clusters Score -1125515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1125518.375000 Penalty: 3050.441162
	Iteration 39Q: 3 clusters Score -1125518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1125523.125000 Penalty: 3050.441162
	Iteration 40F: 3 clusters Score -1125523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1125527.750000 Penalty: 3050.441162
	Iteration 41Q: 3 clusters Score -1125528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1125530.250000 Penalty: 3050.441162
	Iteration 42Q: 3 clusters Score -1125530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1125530.250000 Penalty: 3050.441162
	Iteration 43Q: 3 clusters Score -1125530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1125532.000000 Penalty: 3050.441162
	Iteration 44Q: 3 clusters Score -1125532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1125532.125000 Penalty: 3050.441162
	Iteration 45Q: 3 clusters Score -1125532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1125531.000000 Penalty: 3050.441162
	Iteration 46Q: 3 clusters Score -1125531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1125531.625000 Penalty: 3050.441162
	Iteration 47Q: 3 clusters Score -1125532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1125533.500000 Penalty: 3050.441162
	Iteration 48Q: 3 clusters Score -1125534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1125535.625000 Penalty: 3050.441162
	Iteration 49Q: 3 clusters Score -1125536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1125537.125000 Penalty: 3050.441162
	Iteration 50Q: 3 clusters Score -1125537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1125536.500000 Penalty: 3050.441162
	Iteration 51Q: 3 clusters Score -1125536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1125540.125000 Penalty: 3050.441162
	Iteration 52Q: 3 clusters Score -1125540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1125538.625000 Penalty: 3050.441162
	Iteration 53Q: 3 clusters Score -1125539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1125539.750000 Penalty: 3050.441162
	Iteration 54Q: 3 clusters Score -1125540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1125540.750000 Penalty: 3050.441162
	Iteration 55Q: 3 clusters Score -1125541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1125543.250000 Penalty: 3050.441162
	Iteration 56Q: 3 clusters Score -1125543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1125541.875000 Penalty: 3050.441162
	Iteration 57Q: 3 clusters Score -1125542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1125543.875000 Penalty: 3050.441162
	Iteration 58Q: 3 clusters Score -1125544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1125544.500000 Penalty: 3050.441162
	Iteration 59Q: 3 clusters Score -1125544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1125545.875000 Penalty: 3050.441162
	Iteration 60F: 3 clusters Score -1125546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1125548.250000 Penalty: 3050.441162
	Iteration 61Q: 3 clusters Score -1125548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1125552.250000 Penalty: 3050.441162
	Iteration 62Q: 3 clusters Score -1125552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1125550.125000 Penalty: 3050.441162
	Iteration 63Q: 3 clusters Score -1125550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1125552.750000 Penalty: 3050.441162
	Iteration 64Q: 3 clusters Score -1125553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1125551.875000 Penalty: 3050.441162
	Iteration 65Q: 3 clusters Score -1125552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1125552.500000 Penalty: 3050.441162
	Iteration 66Q: 3 clusters Score -1125552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1125553.500000 Penalty: 3050.441162
	Iteration 67Q: 3 clusters Score -1125554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1125554.750000 Penalty: 3050.441162
	Iteration 68Q: 3 clusters Score -1125555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1125558.875000 Penalty: 3050.441162
	Iteration 69Q: 3 clusters Score -1125559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1125560.750000 Penalty: 3050.441162
	Iteration 70Q: 3 clusters Score -1125561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1125559.125000 Penalty: 3050.441162
	Iteration 71Q: 3 clusters Score -1125559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1125561.000000 Penalty: 3050.441162
	Iteration 72Q: 3 clusters Score -1125561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1125559.875000 Penalty: 3050.441162
	Iteration 73Q: 3 clusters Score -1125560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1125559.875000 Penalty: 3050.441162
	Iteration 74F: 3 clusters Score -1125560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -605473.062500 Penalty: 1429.650757
	Iteration 0F: 2 clusters Score -605473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -600468.125000 Penalty: 2859.301514
	Iteration 0F: 3 clusters Score -600468.1 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -601961.812500 Penalty: 2859.301514
	Iteration 1F: 3 clusters Score -601961.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -602138.625000 Penalty: 2859.301514
	Iteration 2F: 3 clusters Score -602138.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -602270.687500 Penalty: 2859.301514
	Iteration 3Q: 3 clusters Score -602270.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -602371.812500 Penalty: 2859.301514
	Iteration 4Q: 3 clusters Score -602371.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -602460.625000 Penalty: 2859.301514
	Iteration 5Q: 3 clusters Score -602460.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -602536.000000 Penalty: 2859.301514
	Iteration 6Q: 3 clusters Score -602536 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -602608.250000 Penalty: 2859.301514
	Iteration 7Q: 3 clusters Score -602608.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -602688.812500 Penalty: 2859.301514
	Iteration 8Q: 3 clusters Score -602688.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -602775.625000 Penalty: 2859.301514
	Iteration 9Q: 3 clusters Score -602775.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -602868.625000 Penalty: 2859.301514
	Iteration 10Q: 3 clusters Score -602868.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -602994.125000 Penalty: 2859.301514
	Iteration 11Q: 3 clusters Score -602994.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -603137.375000 Penalty: 2859.301514
	Iteration 12Q: 3 clusters Score -603137.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -603279.125000 Penalty: 2859.301514
	Iteration 13Q: 3 clusters Score -603279.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -603424.562500 Penalty: 2859.301514
	Iteration 14Q: 3 clusters Score -603424.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -603605.312500 Penalty: 2859.301514
	Iteration 15Q: 3 clusters Score -603605.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -603771.062500 Penalty: 2859.301514
	Iteration 16Q: 3 clusters Score -603771.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -603907.812500 Penalty: 2859.301514
	Iteration 17Q: 3 clusters Score -603907.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -604000.687500 Penalty: 2859.301514
	Iteration 18Q: 3 clusters Score -604000.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -604048.000000 Penalty: 2859.301514
	Iteration 19Q: 3 clusters Score -604048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -604075.500000 Penalty: 2859.301514
	Iteration 20F: 3 clusters Score -604075.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -604094.062500 Penalty: 2859.301514
	Iteration 21Q: 3 clusters Score -604094.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -604106.625000 Penalty: 2859.301514
	Iteration 22Q: 3 clusters Score -604106.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -604113.062500 Penalty: 2859.301514
	Iteration 23Q: 3 clusters Score -604113.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -604116.625000 Penalty: 2859.301514
	Iteration 24Q: 3 clusters Score -604116.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -604124.375000 Penalty: 2859.301514
	Iteration 25Q: 3 clusters Score -604124.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -604128.437500 Penalty: 2859.301514
	Iteration 26Q: 3 clusters Score -604128.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -604131.687500 Penalty: 2859.301514
	Iteration 27Q: 3 clusters Score -604131.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -604134.312500 Penalty: 2859.301514
	Iteration 28Q: 3 clusters Score -604134.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -604137.062500 Penalty: 2859.301514
	Iteration 29Q: 3 clusters Score -604137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -604137.875000 Penalty: 2859.301514
	Iteration 30Q: 3 clusters Score -604137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -604137.812500 Penalty: 2859.301514
	Iteration 31Q: 3 clusters Score -604137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -604138.000000 Penalty: 2859.301514
	Iteration 32Q: 3 clusters Score -604138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -604138.562500 Penalty: 2859.301514
	Iteration 33Q: 3 clusters Score -604138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -604138.812500 Penalty: 2859.301514
	Iteration 34Q: 3 clusters Score -604138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -604139.312500 Penalty: 2859.301514
	Iteration 35Q: 3 clusters Score -604139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -604139.312500 Penalty: 2859.301514
	Iteration 36F: 3 clusters Score -604139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Entering Unmasked Estep 
Score: -2068039.375000 Penalty: 1622.595947
	Iteration 0F: 2 clusters Score -2068039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2053337.625000 Penalty: 3245.191895
	Iteration 0F: 3 clusters Score -2053338 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2058856.250000 Penalty: 3245.191895
	Iteration 1F: 3 clusters Score -2058856 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2059226.125000 Penalty: 3245.191895
	Iteration 2Q: 3 clusters Score -2059226 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2059509.250000 Penalty: 3245.191895
	Iteration 3Q: 3 clusters Score -2059509 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2059776.625000 Penalty: 3245.191895
	Iteration 4Q: 3 clusters Score -2059777 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2060040.250000 Penalty: 3245.191895
	Iteration 5Q: 3 clusters Score -2060040 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2060337.750000 Penalty: 3245.191895
	Iteration 6Q: 3 clusters Score -2060338 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2060698.500000 Penalty: 3245.191895
	Iteration 7Q: 3 clusters Score -2060698 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2061203.500000 Penalty: 3245.191895
	Iteration 8Q: 3 clusters Score -2061204 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2061902.375000 Penalty: 3245.191895
	Iteration 9F: 3 clusters Score -2061902 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2062725.375000 Penalty: 3245.191895
	Iteration 10F: 3 clusters Score -2062725 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2063550.125000 Penalty: 3245.191895
	Iteration 11F: 3 clusters Score -2063550 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2064249.375000 Penalty: 3245.191895
	Iteration 12Q: 3 clusters Score -2064249 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2064814.000000 Penalty: 3245.191895
	Iteration 13Q: 3 clusters Score -2064814 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2065242.375000 Penalty: 3245.191895
	Iteration 14Q: 3 clusters Score -2065242 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2065608.250000 Penalty: 3245.191895
	Iteration 15Q: 3 clusters Score -2065608 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2065897.875000 Penalty: 3245.191895
	Iteration 16Q: 3 clusters Score -2065898 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2066104.375000 Penalty: 3245.191895
	Iteration 17Q: 3 clusters Score -2066104 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2066264.000000 Penalty: 3245.191895
	Iteration 18Q: 3 clusters Score -2066264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2066350.750000 Penalty: 3245.191895
	Iteration 19Q: 3 clusters Score -2066351 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2066394.375000 Penalty: 3245.191895
	Iteration 20F: 3 clusters Score -2066394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2066427.375000 Penalty: 3245.191895
	Iteration 21Q: 3 clusters Score -2066427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2066462.250000 Penalty: 3245.191895
	Iteration 22Q: 3 clusters Score -2066462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2066503.625000 Penalty: 3245.191895
	Iteration 23Q: 3 clusters Score -2066504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2066528.000000 Penalty: 3245.191895
	Iteration 24Q: 3 clusters Score -2066528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2066546.125000 Penalty: 3245.191895
	Iteration 25Q: 3 clusters Score -2066546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2066555.875000 Penalty: 3245.191895
	Iteration 26Q: 3 clusters Score -2066556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2066567.625000 Penalty: 3245.191895
	Iteration 27Q: 3 clusters Score -2066568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2066580.250000 Penalty: 3245.191895
	Iteration 28Q: 3 clusters Score -2066580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2066584.125000 Penalty: 3245.191895
	Iteration 29Q: 3 clusters Score -2066584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2066593.625000 Penalty: 3245.191895
	Iteration 30Q: 3 clusters Score -2066594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2066602.250000 Penalty: 3245.191895
	Iteration 31Q: 3 clusters Score -2066602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2066613.000000 Penalty: 3245.191895
	Iteration 32Q: 3 clusters Score -2066613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2066622.500000 Penalty: 3245.191895
	Iteration 33Q: 3 clusters Score -2066622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2066630.000000 Penalty: 3245.191895
	Iteration 34Q: 3 clusters Score -2066630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2066633.875000 Penalty: 3245.191895
	Iteration 35Q: 3 clusters Score -2066634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2066636.250000 Penalty: 3245.191895
	Iteration 36Q: 3 clusters Score -2066636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2066637.125000 Penalty: 3245.191895
	Iteration 37Q: 3 clusters Score -2066637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2066636.750000 Penalty: 3245.191895
	Iteration 38Q: 3 clusters Score -2066637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2066640.000000 Penalty: 3245.191895
	Iteration 39Q: 3 clusters Score -2066640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2066640.500000 Penalty: 3245.191895
	Iteration 40F: 3 clusters Score -2066640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2066640.875000 Penalty: 3245.191895
	Iteration 41Q: 3 clusters Score -2066641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2066641.250000 Penalty: 3245.191895
	Iteration 42Q: 3 clusters Score -2066641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2066641.750000 Penalty: 3245.191895
	Iteration 43Q: 3 clusters Score -2066642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2066647.375000 Penalty: 3245.191895
	Iteration 44Q: 3 clusters Score -2066647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2066651.750000 Penalty: 3245.191895
	Iteration 45Q: 3 clusters Score -2066652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2066658.375000 Penalty: 3245.191895
	Iteration 46Q: 3 clusters Score -2066658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2066661.500000 Penalty: 3245.191895
	Iteration 47Q: 3 clusters Score -2066662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2066667.875000 Penalty: 3245.191895
	Iteration 48Q: 3 clusters Score -2066668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2066677.125000 Penalty: 3245.191895
	Iteration 49Q: 3 clusters Score -2066677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2066677.750000 Penalty: 3245.191895
	Iteration 50Q: 3 clusters Score -2066678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2066677.750000 Penalty: 3245.191895
	Iteration 51F: 3 clusters Score -2066678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -286022.968750 Penalty: 1318.723511
	Iteration 0F: 2 clusters Score -286023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -283118.031250 Penalty: 2637.447021
	Iteration 0F: 3 clusters Score -283118 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -283821.406250 Penalty: 2637.447021
	Iteration 1F: 3 clusters Score -283821.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -283983.593750 Penalty: 2637.447021
	Iteration 2F: 3 clusters Score -283983.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -284094.437500 Penalty: 2637.447021
	Iteration 3F: 3 clusters Score -284094.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -284213.000000 Penalty: 2637.447021
	Iteration 4F: 3 clusters Score -284213 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -284313.125000 Penalty: 2637.447021
	Iteration 5Q: 3 clusters Score -284313.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -284408.718750 Penalty: 2637.447021
	Iteration 6Q: 3 clusters Score -284408.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -284494.312500 Penalty: 2637.447021
	Iteration 7Q: 3 clusters Score -284494.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -284588.062500 Penalty: 2637.447021
	Iteration 8Q: 3 clusters Score -284588.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -284654.843750 Penalty: 2637.447021
	Iteration 9Q: 3 clusters Score -284654.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -284703.468750 Penalty: 2637.447021
	Iteration 10Q: 3 clusters Score -284703.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -284742.687500 Penalty: 2637.447021
	Iteration 11Q: 3 clusters Score -284742.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -284777.281250 Penalty: 2637.447021
	Iteration 12Q: 3 clusters Score -284777.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -284830.281250 Penalty: 2637.447021
	Iteration 13Q: 3 clusters Score -284830.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -284878.000000 Penalty: 2637.447021
	Iteration 14Q: 3 clusters Score -284878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -284923.593750 Penalty: 2637.447021
	Iteration 15Q: 3 clusters Score -284923.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -284963.062500 Penalty: 2637.447021
	Iteration 16Q: 3 clusters Score -284963.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -284994.781250 Penalty: 2637.447021
	Iteration 17Q: 3 clusters Score -284994.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -285017.843750 Penalty: 2637.447021
	Iteration 18Q: 3 clusters Score -285017.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -285046.031250 Penalty: 2637.447021
	Iteration 19Q: 3 clusters Score -285046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -285072.781250 Penalty: 2637.447021
	Iteration 20F: 3 clusters Score -285072.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -285102.312500 Penalty: 2637.447021
	Iteration 21Q: 3 clusters Score -285102.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -285114.281250 Penalty: 2637.447021
	Iteration 22Q: 3 clusters Score -285114.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -285120.312500 Penalty: 2637.447021
	Iteration 23Q: 3 clusters Score -285120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -285122.718750 Penalty: 2637.447021
	Iteration 24Q: 3 clusters Score -285122.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -285123.750000 Penalty: 2637.447021
	Iteration 25Q: 3 clusters Score -285123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -285124.531250 Penalty: 2637.447021
	Iteration 26Q: 3 clusters Score -285124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -285126.281250 Penalty: 2637.447021
	Iteration 27Q: 3 clusters Score -285126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -285127.531250 Penalty: 2637.447021
	Iteration 28Q: 3 clusters Score -285127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -285128.218750 Penalty: 2637.447021
	Iteration 29Q: 3 clusters Score -285128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -285128.218750 Penalty: 2637.447021
	Iteration 30F: 3 clusters Score -285128.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Entering Unmasked Estep 
Score: -531103.687500 Penalty: 1414.777710
	Iteration 0F: 2 clusters Score -531103.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -526468.312500 Penalty: 2829.555420
	Iteration 0F: 3 clusters Score -526468.3 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -527759.875000 Penalty: 2829.555420
	Iteration 1F: 3 clusters Score -527759.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -527963.812500 Penalty: 2829.555420
	Iteration 2F: 3 clusters Score -527963.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -528114.312500 Penalty: 2829.555420
	Iteration 3Q: 3 clusters Score -528114.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -528283.000000 Penalty: 2829.555420
	Iteration 4Q: 3 clusters Score -528283 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -528532.937500 Penalty: 2829.555420
	Iteration 5Q: 3 clusters Score -528532.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -528812.625000 Penalty: 2829.555420
	Iteration 6F: 3 clusters Score -528812.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -529102.937500 Penalty: 2829.555420
	Iteration 7F: 3 clusters Score -529102.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -529448.312500 Penalty: 2829.555420
	Iteration 8F: 3 clusters Score -529448.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -529782.375000 Penalty: 2829.555420
	Iteration 9F: 3 clusters Score -529782.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -530016.000000 Penalty: 2829.555420
	Iteration 10Q: 3 clusters Score -530016 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -530201.562500 Penalty: 2829.555420
	Iteration 11Q: 3 clusters Score -530201.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -530398.000000 Penalty: 2829.555420
	Iteration 12Q: 3 clusters Score -530398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -530562.937500 Penalty: 2829.555420
	Iteration 13Q: 3 clusters Score -530562.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -530699.687500 Penalty: 2829.555420
	Iteration 14Q: 3 clusters Score -530699.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -530803.062500 Penalty: 2829.555420
	Iteration 15Q: 3 clusters Score -530803.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -530863.312500 Penalty: 2829.555420
	Iteration 16Q: 3 clusters Score -530863.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -530916.937500 Penalty: 2829.555420
	Iteration 17Q: 3 clusters Score -530916.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -530947.937500 Penalty: 2829.555420
	Iteration 18Q: 3 clusters Score -530947.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -530969.437500 Penalty: 2829.555420
	Iteration 19Q: 3 clusters Score -530969.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -530981.187500 Penalty: 2829.555420
	Iteration 20F: 3 clusters Score -530981.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -530989.375000 Penalty: 2829.555420
	Iteration 21Q: 3 clusters Score -530989.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -530995.125000 Penalty: 2829.555420
	Iteration 22Q: 3 clusters Score -530995.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -531001.687500 Penalty: 2829.555420
	Iteration 23Q: 3 clusters Score -531001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -531004.812500 Penalty: 2829.555420
	Iteration 24Q: 3 clusters Score -531004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -531006.687500 Penalty: 2829.555420
	Iteration 25Q: 3 clusters Score -531006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -531007.312500 Penalty: 2829.555420
	Iteration 26Q: 3 clusters Score -531007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -531008.500000 Penalty: 2829.555420
	Iteration 27Q: 3 clusters Score -531008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -531009.437500 Penalty: 2829.555420
	Iteration 28Q: 3 clusters Score -531009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -531009.750000 Penalty: 2829.555420
	Iteration 29Q: 3 clusters Score -531009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -531010.937500 Penalty: 2829.555420
	Iteration 30Q: 3 clusters Score -531010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -531010.125000 Penalty: 2829.555420
	Iteration 31Q: 3 clusters Score -531010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -531010.125000 Penalty: 2829.555420
	Iteration 32F: 3 clusters Score -531010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -219315.828125 Penalty: 1280.876099
	Iteration 0F: 2 clusters Score -219315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -216826.578125 Penalty: 2561.752197
	Iteration 0F: 3 clusters Score -216826.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -217551.453125 Penalty: 2561.752197
	Iteration 1F: 3 clusters Score -217551.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -217901.718750 Penalty: 2561.752197
	Iteration 2F: 3 clusters Score -217901.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -218176.921875 Penalty: 2561.752197
	Iteration 3F: 3 clusters Score -218176.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -218417.187500 Penalty: 2561.752197
	Iteration 4F: 3 clusters Score -218417.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -218572.140625 Penalty: 2561.752197
	Iteration 5F: 3 clusters Score -218572.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -218666.015625 Penalty: 2561.752197
	Iteration 6Q: 3 clusters Score -218666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -218716.046875 Penalty: 2561.752197
	Iteration 7Q: 3 clusters Score -218716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -218753.140625 Penalty: 2561.752197
	Iteration 8Q: 3 clusters Score -218753.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -218775.671875 Penalty: 2561.752197
	Iteration 9Q: 3 clusters Score -218775.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -218787.843750 Penalty: 2561.752197
	Iteration 10Q: 3 clusters Score -218787.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -218793.562500 Penalty: 2561.752197
	Iteration 11Q: 3 clusters Score -218793.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -218797.421875 Penalty: 2561.752197
	Iteration 12Q: 3 clusters Score -218797.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -218801.859375 Penalty: 2561.752197
	Iteration 13Q: 3 clusters Score -218801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -218805.031250 Penalty: 2561.752197
	Iteration 14Q: 3 clusters Score -218805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -218811.000000 Penalty: 2561.752197
	Iteration 15Q: 3 clusters Score -218811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -218815.718750 Penalty: 2561.752197
	Iteration 16Q: 3 clusters Score -218815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -218818.765625 Penalty: 2561.752197
	Iteration 17Q: 3 clusters Score -218818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -218820.578125 Penalty: 2561.752197
	Iteration 18Q: 3 clusters Score -218820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -218820.562500 Penalty: 2561.752197
	Iteration 19Q: 3 clusters Score -218820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -218821.390625 Penalty: 2561.752197
	Iteration 20F: 3 clusters Score -218821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -218823.000000 Penalty: 2561.752197
	Iteration 21Q: 3 clusters Score -218823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -218825.468750 Penalty: 2561.752197
	Iteration 22Q: 3 clusters Score -218825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -218826.859375 Penalty: 2561.752197
	Iteration 23Q: 3 clusters Score -218826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -218827.671875 Penalty: 2561.752197
	Iteration 24Q: 3 clusters Score -218827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -218827.859375 Penalty: 2561.752197
	Iteration 25Q: 3 clusters Score -218827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -218827.859375 Penalty: 2561.752197
	Iteration 26F: 3 clusters Score -218827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 40568 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 50058 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 72755 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 1898 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 170463 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 6620 members 
Mstep: Class 20 contains 21703 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51583556.000000 Penalty: 51736.554688
Iteration 119Q: 25 clusters Score -5.158356e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 830 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 40571 members 
Mstep: Class 7 contains 8896 members 
Mstep: Class 8 contains 49918 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 72824 members 
Mstep: Class 12 contains 12784 members 
Mstep: Class 13 contains 1973 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 15623 members 
Mstep: Class 17 contains 170181 members 
Mstep: Class 18 contains 12641 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 21992 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 116551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51584748.000000 Penalty: 51736.554688
Iteration 120F: 25 clusters Score -5.158475e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 40572 members 
Mstep: Class 7 contains 8175 members 
Mstep: Class 8 contains 49850 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 72637 members 
Mstep: Class 12 contains 12797 members 
Mstep: Class 13 contains 1973 members 
Mstep: Class 14 contains 7862 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 15643 members 
Mstep: Class 17 contains 170081 members 
Mstep: Class 18 contains 12849 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 22138 members 
Mstep: Class 21 contains 3348 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 117191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51585376.000000 Penalty: 51736.554688
Iteration 121Q: 25 clusters Score -5.158538e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 7884 members 
Mstep: Class 6 contains 40575 members 
Mstep: Class 7 contains 7516 members 
Mstep: Class 8 contains 49812 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 11 contains 72496 members 
Mstep: Class 12 contains 12797 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 15664 members 
Mstep: Class 17 contains 170027 members 
Mstep: Class 18 contains 13039 members 
Mstep: Class 19 contains 6611 members 
Mstep: Class 20 contains 22225 members 
Mstep: Class 21 contains 3348 members 
Mstep: Class 22 contains 6415 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 117753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51585800.000000 Penalty: 51736.554688
Iteration 122Q: 25 clusters Score -5.15858e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 603 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 40580 members 
Mstep: Class 7 contains 6915 members 
Mstep: Class 8 contains 49787 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 72399 members 
Mstep: Class 12 contains 12790 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 7858 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 15682 members 
Mstep: Class 17 contains 170017 members 
Mstep: Class 18 contains 13213 members 
Mstep: Class 19 contains 6610 members 
Mstep: Class 20 contains 22277 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 6416 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 118243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51586136.000000 Penalty: 51736.554688
Iteration 123Q: 25 clusters Score -5.158614e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 40583 members 
Mstep: Class 7 contains 6382 members 
Mstep: Class 8 contains 49778 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2734 members 
Mstep: Class 11 contains 72328 members 
Mstep: Class 12 contains 12784 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 7855 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 170020 members 
Mstep: Class 18 contains 13384 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 22308 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 6408 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 118660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51586560.000000 Penalty: 51736.554688
Iteration 124Q: 25 clusters Score -5.158656e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7864 members 
Mstep: Class 6 contains 40582 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 49763 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 72290 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 5017 members 
Mstep: Class 16 contains 15701 members 
Mstep: Class 17 contains 170014 members 
Mstep: Class 18 contains 13506 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 22331 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 119021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51586696.000000 Penalty: 51736.554688
Iteration 125Q: 25 clusters Score -5.15867e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 40583 members 
Mstep: Class 7 contains 5551 members 
Mstep: Class 8 contains 49759 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 72249 members 
Mstep: Class 12 contains 12769 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 7854 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 15706 members 
Mstep: Class 17 contains 170017 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 22346 members 
Mstep: Class 21 contains 3348 members 
Mstep: Class 22 contains 6416 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 119323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587000.000000 Penalty: 51736.554688
Iteration 126Q: 25 clusters Score -5.1587e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 40585 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 49753 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 72210 members 
Mstep: Class 12 contains 12761 members 
Mstep: Class 13 contains 1986 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15714 members 
Mstep: Class 17 contains 170016 members 
Mstep: Class 18 contains 13693 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 22352 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 6424 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 119587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587152.000000 Penalty: 51736.554688
Iteration 127Q: 25 clusters Score -5.158715e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7846 members 
Mstep: Class 6 contains 40587 members 
Mstep: Class 7 contains 4991 members 
Mstep: Class 8 contains 49750 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 72179 members 
Mstep: Class 12 contains 12755 members 
Mstep: Class 13 contains 1982 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 15724 members 
Mstep: Class 17 contains 170015 members 
Mstep: Class 18 contains 13757 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 22358 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 119801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587376.000000 Penalty: 51736.554688
Iteration 128Q: 25 clusters Score -5.158738e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 40587 members 
Mstep: Class 7 contains 4778 members 
Mstep: Class 8 contains 49745 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 72145 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15729 members 
Mstep: Class 17 contains 170023 members 
Mstep: Class 18 contains 13818 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22363 members 
Mstep: Class 21 contains 3351 members 
Mstep: Class 22 contains 6422 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 119993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587320.000000 Penalty: 51736.554688
Iteration 129Q: 25 clusters Score -5.158732e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40589 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 49741 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 72120 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 7854 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15738 members 
Mstep: Class 17 contains 170020 members 
Mstep: Class 18 contains 13863 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22371 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587288.000000 Penalty: 51736.554688
Iteration 130Q: 25 clusters Score -5.158729e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40591 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 49738 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 72097 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 7852 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15743 members 
Mstep: Class 17 contains 170025 members 
Mstep: Class 18 contains 13892 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22376 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587312.000000 Penalty: 51736.554688
Iteration 131Q: 25 clusters Score -5.158731e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40595 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 49738 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 72069 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 15752 members 
Mstep: Class 17 contains 170028 members 
Mstep: Class 18 contains 13918 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22379 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 6412 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587360.000000 Penalty: 51736.554688
Iteration 132Q: 25 clusters Score -5.158736e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 49739 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 72056 members 
Mstep: Class 12 contains 12709 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15762 members 
Mstep: Class 17 contains 170034 members 
Mstep: Class 18 contains 13938 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22380 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 6412 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587428.000000 Penalty: 51736.554688
Iteration 133Q: 25 clusters Score -5.158743e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 4208 members 
Mstep: Class 8 contains 49741 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 72051 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15766 members 
Mstep: Class 17 contains 170035 members 
Mstep: Class 18 contains 13952 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22380 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 6408 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587488.000000 Penalty: 51736.554688
Iteration 134Q: 25 clusters Score -5.158749e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 4151 members 
Mstep: Class 8 contains 49736 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 72044 members 
Mstep: Class 12 contains 12691 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15774 members 
Mstep: Class 17 contains 170043 members 
Mstep: Class 18 contains 13966 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22383 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6401 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587484.000000 Penalty: 51736.554688
Iteration 135Q: 25 clusters Score -5.158748e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 49735 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 72037 members 
Mstep: Class 12 contains 12683 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 170048 members 
Mstep: Class 18 contains 13979 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 22384 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6400 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587532.000000 Penalty: 51736.554688
Iteration 136Q: 25 clusters Score -5.158753e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 49732 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 72032 members 
Mstep: Class 12 contains 12681 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15783 members 
Mstep: Class 17 contains 170050 members 
Mstep: Class 18 contains 13992 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22385 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6401 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587532.000000 Penalty: 51736.554688
Iteration 137Q: 25 clusters Score -5.158753e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 49730 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72027 members 
Mstep: Class 12 contains 12682 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15784 members 
Mstep: Class 17 contains 170052 members 
Mstep: Class 18 contains 13998 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6398 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587496.000000 Penalty: 51736.554688
Iteration 138Q: 25 clusters Score -5.15875e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 49731 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72023 members 
Mstep: Class 12 contains 12680 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15785 members 
Mstep: Class 17 contains 170053 members 
Mstep: Class 18 contains 14002 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6397 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587476.000000 Penalty: 51736.554688
Iteration 139Q: 25 clusters Score -5.158748e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 49731 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72020 members 
Mstep: Class 12 contains 12676 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15786 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6398 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587436.000000 Penalty: 51736.554688
Iteration 140F: 25 clusters Score -5.158744e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72020 members 
Mstep: Class 12 contains 12674 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15790 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6398 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587428.000000 Penalty: 51736.554688
Iteration 141Q: 25 clusters Score -5.158743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3935 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72020 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15792 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587444.000000 Penalty: 51736.554688
Iteration 142Q: 25 clusters Score -5.158744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72020 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170057 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6399 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587456.000000 Penalty: 51736.554688
Iteration 143Q: 25 clusters Score -5.158746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72019 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170057 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6397 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587456.000000 Penalty: 51736.554688
Iteration 144Q: 25 clusters Score -5.158746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72018 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170057 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6395 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587468.000000 Penalty: 51736.554688
Iteration 145Q: 25 clusters Score -5.158747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72018 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170057 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6395 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587480.000000 Penalty: 51736.554688
Iteration 146Q: 25 clusters Score -5.158748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72019 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170057 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6395 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587480.000000 Penalty: 51736.554688
Iteration 147Q: 25 clusters Score -5.158748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72019 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170057 members 
Mstep: Class 18 contains 14003 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22385 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587492.000000 Penalty: 51736.554688
Iteration 148Q: 25 clusters Score -5.158749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40599 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 49729 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72018 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170057 members 
Mstep: Class 18 contains 14005 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6395 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587496.000000 Penalty: 51736.554688
Iteration 149Q: 25 clusters Score -5.15875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 49728 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72018 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170057 members 
Mstep: Class 18 contains 14007 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587512.000000 Penalty: 51736.554688
Iteration 150Q: 25 clusters Score -5.158751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72019 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587520.000000 Penalty: 51736.554688
Iteration 151Q: 25 clusters Score -5.158752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3823 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72018 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14010 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587520.000000 Penalty: 51736.554688
Iteration 152Q: 25 clusters Score -5.158752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72016 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14010 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587512.000000 Penalty: 51736.554688
Iteration 153Q: 25 clusters Score -5.158751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72016 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14011 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587520.000000 Penalty: 51736.554688
Iteration 154Q: 25 clusters Score -5.158752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3789 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72016 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587512.000000 Penalty: 51736.554688
Iteration 155Q: 25 clusters Score -5.158751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3777 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72016 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14014 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587536.000000 Penalty: 51736.554688
Iteration 156Q: 25 clusters Score -5.158754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72016 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14015 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587552.000000 Penalty: 51736.554688
Iteration 157Q: 25 clusters Score -5.158755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72016 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14015 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587568.000000 Penalty: 51736.554688
Iteration 158Q: 25 clusters Score -5.158757e+07 nChanged 14
Entering ConstructFrom: 
Score: -51587568.000000 Penalty: 51736.554688
Entering ConstructFrom: 
Trying to split cluster 1 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -39857.902344 Penalty: 1025.361694
	Iteration 0F: 2 clusters Score -39857.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38762.906250 Penalty: 2050.723389
	Iteration 0F: 3 clusters Score -38762.91 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38989.359375 Penalty: 2050.723389
	Iteration 1F: 3 clusters Score -38989.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39068.250000 Penalty: 2050.723389
	Iteration 2F: 3 clusters Score -39068.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39116.007812 Penalty: 2050.723389
	Iteration 3Q: 3 clusters Score -39116.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39142.000000 Penalty: 2050.723389
	Iteration 4Q: 3 clusters Score -39142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39153.078125 Penalty: 2050.723389
	Iteration 5Q: 3 clusters Score -39153.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39177.316406 Penalty: 2050.723389
	Iteration 6Q: 3 clusters Score -39177.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39214.031250 Penalty: 2050.723389
	Iteration 7Q: 3 clusters Score -39214.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39228.203125 Penalty: 2050.723389
	Iteration 8Q: 3 clusters Score -39228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39240.847656 Penalty: 2050.723389
	Iteration 9Q: 3 clusters Score -39240.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39255.972656 Penalty: 2050.723389
	Iteration 10Q: 3 clusters Score -39255.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39268.156250 Penalty: 2050.723389
	Iteration 11Q: 3 clusters Score -39268.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39272.179688 Penalty: 2050.723389
	Iteration 12Q: 3 clusters Score -39272.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39274.031250 Penalty: 2050.723389
	Iteration 13Q: 3 clusters Score -39274.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39274.781250 Penalty: 2050.723389
	Iteration 14Q: 3 clusters Score -39274.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39275.890625 Penalty: 2050.723389
	Iteration 15Q: 3 clusters Score -39275.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39275.890625 Penalty: 2050.723389
	Iteration 16F: 3 clusters Score -39275.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Entering Unmasked Estep 
Score: -286367.000000 Penalty: 1301.251221
	Iteration 0F: 2 clusters Score -286367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -283658.562500 Penalty: 2602.502441
	Iteration 0F: 3 clusters Score -283658.6 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -284301.125000 Penalty: 2602.502441
	Iteration 1F: 3 clusters Score -284301.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -284423.093750 Penalty: 2602.502441
	Iteration 2F: 3 clusters Score -284423.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -284495.687500 Penalty: 2602.502441
	Iteration 3Q: 3 clusters Score -284495.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -284555.937500 Penalty: 2602.502441
	Iteration 4Q: 3 clusters Score -284555.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -284606.062500 Penalty: 2602.502441
	Iteration 5Q: 3 clusters Score -284606.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -284640.125000 Penalty: 2602.502441
	Iteration 6Q: 3 clusters Score -284640.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -284672.718750 Penalty: 2602.502441
	Iteration 7Q: 3 clusters Score -284672.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -284707.062500 Penalty: 2602.502441
	Iteration 8Q: 3 clusters Score -284707.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -284733.000000 Penalty: 2602.502441
	Iteration 9Q: 3 clusters Score -284733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -284756.562500 Penalty: 2602.502441
	Iteration 10Q: 3 clusters Score -284756.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -284781.968750 Penalty: 2602.502441
	Iteration 11Q: 3 clusters Score -284782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -284810.625000 Penalty: 2602.502441
	Iteration 12Q: 3 clusters Score -284810.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -284834.843750 Penalty: 2602.502441
	Iteration 13Q: 3 clusters Score -284834.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -284856.781250 Penalty: 2602.502441
	Iteration 14Q: 3 clusters Score -284856.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -284876.656250 Penalty: 2602.502441
	Iteration 15Q: 3 clusters Score -284876.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -284889.375000 Penalty: 2602.502441
	Iteration 16Q: 3 clusters Score -284889.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -284907.562500 Penalty: 2602.502441
	Iteration 17Q: 3 clusters Score -284907.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -284924.843750 Penalty: 2602.502441
	Iteration 18Q: 3 clusters Score -284924.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -284940.343750 Penalty: 2602.502441
	Iteration 19Q: 3 clusters Score -284940.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -284953.812500 Penalty: 2602.502441
	Iteration 20F: 3 clusters Score -284953.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -284974.968750 Penalty: 2602.502441
	Iteration 21Q: 3 clusters Score -284975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -284992.375000 Penalty: 2602.502441
	Iteration 22Q: 3 clusters Score -284992.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -285003.937500 Penalty: 2602.502441
	Iteration 23Q: 3 clusters Score -285003.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -285013.281250 Penalty: 2602.502441
	Iteration 24Q: 3 clusters Score -285013.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -285024.093750 Penalty: 2602.502441
	Iteration 25Q: 3 clusters Score -285024.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -285035.718750 Penalty: 2602.502441
	Iteration 26Q: 3 clusters Score -285035.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -285046.093750 Penalty: 2602.502441
	Iteration 27Q: 3 clusters Score -285046.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -285063.250000 Penalty: 2602.502441
	Iteration 28Q: 3 clusters Score -285063.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -285074.906250 Penalty: 2602.502441
	Iteration 29Q: 3 clusters Score -285074.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -285089.437500 Penalty: 2602.502441
	Iteration 30Q: 3 clusters Score -285089.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -285102.062500 Penalty: 2602.502441
	Iteration 31Q: 3 clusters Score -285102.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -285114.093750 Penalty: 2602.502441
	Iteration 32Q: 3 clusters Score -285114.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -285124.656250 Penalty: 2602.502441
	Iteration 33Q: 3 clusters Score -285124.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -285136.750000 Penalty: 2602.502441
	Iteration 34Q: 3 clusters Score -285136.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -285148.062500 Penalty: 2602.502441
	Iteration 35Q: 3 clusters Score -285148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -285156.593750 Penalty: 2602.502441
	Iteration 36Q: 3 clusters Score -285156.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -285166.343750 Penalty: 2602.502441
	Iteration 37Q: 3 clusters Score -285166.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -285179.281250 Penalty: 2602.502441
	Iteration 38Q: 3 clusters Score -285179.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -285188.750000 Penalty: 2602.502441
	Iteration 39Q: 3 clusters Score -285188.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -285204.062500 Penalty: 2602.502441
	Iteration 40F: 3 clusters Score -285204.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -285214.906250 Penalty: 2602.502441
	Iteration 41Q: 3 clusters Score -285214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -285219.937500 Penalty: 2602.502441
	Iteration 42Q: 3 clusters Score -285219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -285224.156250 Penalty: 2602.502441
	Iteration 43Q: 3 clusters Score -285224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -285230.312500 Penalty: 2602.502441
	Iteration 44Q: 3 clusters Score -285230.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -285234.437500 Penalty: 2602.502441
	Iteration 45Q: 3 clusters Score -285234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -285238.406250 Penalty: 2602.502441
	Iteration 46Q: 3 clusters Score -285238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -285241.406250 Penalty: 2602.502441
	Iteration 47Q: 3 clusters Score -285241.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -285247.781250 Penalty: 2602.502441
	Iteration 48Q: 3 clusters Score -285247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -285252.312500 Penalty: 2602.502441
	Iteration 49Q: 3 clusters Score -285252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -285254.906250 Penalty: 2602.502441
	Iteration 50Q: 3 clusters Score -285254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -285257.750000 Penalty: 2602.502441
	Iteration 51Q: 3 clusters Score -285257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -285260.718750 Penalty: 2602.502441
	Iteration 52Q: 3 clusters Score -285260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -285263.718750 Penalty: 2602.502441
	Iteration 53Q: 3 clusters Score -285263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -285267.531250 Penalty: 2602.502441
	Iteration 54Q: 3 clusters Score -285267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -285272.500000 Penalty: 2602.502441
	Iteration 55Q: 3 clusters Score -285272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -285275.500000 Penalty: 2602.502441
	Iteration 56Q: 3 clusters Score -285275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -285279.406250 Penalty: 2602.502441
	Iteration 57Q: 3 clusters Score -285279.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -285279.406250 Penalty: 2602.502441
	Iteration 58F: 3 clusters Score -285279.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -71819.023438 Penalty: 1092.035767
	Iteration 0F: 2 clusters Score -71819.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70517.640625 Penalty: 2184.071533
	Iteration 0F: 3 clusters Score -70517.64 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70752.757812 Penalty: 2184.071533
	Iteration 1F: 3 clusters Score -70752.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70846.500000 Penalty: 2184.071533
	Iteration 2F: 3 clusters Score -70846.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70894.531250 Penalty: 2184.071533
	Iteration 3Q: 3 clusters Score -70894.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70921.210938 Penalty: 2184.071533
	Iteration 4Q: 3 clusters Score -70921.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70933.117188 Penalty: 2184.071533
	Iteration 5Q: 3 clusters Score -70933.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70945.078125 Penalty: 2184.071533
	Iteration 6Q: 3 clusters Score -70945.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70952.835938 Penalty: 2184.071533
	Iteration 7Q: 3 clusters Score -70952.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70956.031250 Penalty: 2184.071533
	Iteration 8Q: 3 clusters Score -70956.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70958.968750 Penalty: 2184.071533
	Iteration 9Q: 3 clusters Score -70958.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70962.796875 Penalty: 2184.071533
	Iteration 10Q: 3 clusters Score -70962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70965.171875 Penalty: 2184.071533
	Iteration 11Q: 3 clusters Score -70965.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70966.039062 Penalty: 2184.071533
	Iteration 12Q: 3 clusters Score -70966.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70967.117188 Penalty: 2184.071533
	Iteration 13Q: 3 clusters Score -70967.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70971.007812 Penalty: 2184.071533
	Iteration 14Q: 3 clusters Score -70971.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70971.007812 Penalty: 2184.071533
	Iteration 15F: 3 clusters Score -70971.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -48482.394531 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -48482.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47332.261719 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -47332.26 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47532.359375 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -47532.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47616.406250 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -47616.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47678.160156 Penalty: 2081.699219
	Iteration 3Q: 3 clusters Score -47678.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47744.578125 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -47744.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47793.125000 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -47793.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47821.441406 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -47821.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47853.234375 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -47853.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47870.191406 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -47870.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47878.574219 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -47878.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47879.906250 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -47879.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47883.382812 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -47883.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47886.316406 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -47886.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47890.597656 Penalty: 2081.699219
	Iteration 13Q: 3 clusters Score -47890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47896.113281 Penalty: 2081.699219
	Iteration 14Q: 3 clusters Score -47896.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47897.011719 Penalty: 2081.699219
	Iteration 15Q: 3 clusters Score -47897.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47899.023438 Penalty: 2081.699219
	Iteration 16Q: 3 clusters Score -47899.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47902.859375 Penalty: 2081.699219
	Iteration 17Q: 3 clusters Score -47902.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47902.859375 Penalty: 2081.699219
	Iteration 18F: 3 clusters Score -47902.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Entering Unmasked Estep 
Score: -689294.250000 Penalty: 1457.157349
	Iteration 0F: 2 clusters Score -689294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -683538.125000 Penalty: 2914.314697
	Iteration 0F: 3 clusters Score -683538.1 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -685217.312500 Penalty: 2914.314697
	Iteration 1F: 3 clusters Score -685217.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -685417.312500 Penalty: 2914.314697
	Iteration 2F: 3 clusters Score -685417.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -685597.250000 Penalty: 2914.314697
	Iteration 3F: 3 clusters Score -685597.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -685774.000000 Penalty: 2914.314697
	Iteration 4Q: 3 clusters Score -685774 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -685947.125000 Penalty: 2914.314697
	Iteration 5Q: 3 clusters Score -685947.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -686150.687500 Penalty: 2914.314697
	Iteration 6Q: 3 clusters Score -686150.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -686344.812500 Penalty: 2914.314697
	Iteration 7Q: 3 clusters Score -686344.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -686523.500000 Penalty: 2914.314697
	Iteration 8Q: 3 clusters Score -686523.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -686703.687500 Penalty: 2914.314697
	Iteration 9Q: 3 clusters Score -686703.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -686850.875000 Penalty: 2914.314697
	Iteration 10Q: 3 clusters Score -686850.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -687020.687500 Penalty: 2914.314697
	Iteration 11Q: 3 clusters Score -687020.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -687202.250000 Penalty: 2914.314697
	Iteration 12Q: 3 clusters Score -687202.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -687366.875000 Penalty: 2914.314697
	Iteration 13Q: 3 clusters Score -687366.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -687505.937500 Penalty: 2914.314697
	Iteration 14Q: 3 clusters Score -687505.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -687623.812500 Penalty: 2914.314697
	Iteration 15Q: 3 clusters Score -687623.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -687716.937500 Penalty: 2914.314697
	Iteration 16Q: 3 clusters Score -687716.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -687795.687500 Penalty: 2914.314697
	Iteration 17Q: 3 clusters Score -687795.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -687865.187500 Penalty: 2914.314697
	Iteration 18Q: 3 clusters Score -687865.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -687919.625000 Penalty: 2914.314697
	Iteration 19Q: 3 clusters Score -687919.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -687960.312500 Penalty: 2914.314697
	Iteration 20F: 3 clusters Score -687960.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -687994.062500 Penalty: 2914.314697
	Iteration 21Q: 3 clusters Score -687994.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -688029.125000 Penalty: 2914.314697
	Iteration 22Q: 3 clusters Score -688029.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -688059.812500 Penalty: 2914.314697
	Iteration 23Q: 3 clusters Score -688059.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -688083.625000 Penalty: 2914.314697
	Iteration 24Q: 3 clusters Score -688083.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -688115.000000 Penalty: 2914.314697
	Iteration 25Q: 3 clusters Score -688115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -688133.250000 Penalty: 2914.314697
	Iteration 26Q: 3 clusters Score -688133.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -688141.500000 Penalty: 2914.314697
	Iteration 27Q: 3 clusters Score -688141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -688151.750000 Penalty: 2914.314697
	Iteration 28Q: 3 clusters Score -688151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -688157.250000 Penalty: 2914.314697
	Iteration 29Q: 3 clusters Score -688157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -688160.812500 Penalty: 2914.314697
	Iteration 30Q: 3 clusters Score -688160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -688161.375000 Penalty: 2914.314697
	Iteration 31Q: 3 clusters Score -688161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -688163.875000 Penalty: 2914.314697
	Iteration 32Q: 3 clusters Score -688163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -688163.875000 Penalty: 2914.314697
	Iteration 33F: 3 clusters Score -688163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Entering Unmasked Estep 
Score: -3685128.250000 Penalty: 1724.364502
	Iteration 0F: 2 clusters Score -3685128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3658034.500000 Penalty: 3448.729004
	Iteration 0F: 3 clusters Score -3658034 nChanged 18933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3668436.000000 Penalty: 3448.729004
	Iteration 1F: 3 clusters Score -3668436 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3668838.500000 Penalty: 3448.729004
	Iteration 2Q: 3 clusters Score -3668838 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3669256.750000 Penalty: 3448.729004
	Iteration 3Q: 3 clusters Score -3669257 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3669654.750000 Penalty: 3448.729004
	Iteration 4Q: 3 clusters Score -3669655 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3670104.500000 Penalty: 3448.729004
	Iteration 5Q: 3 clusters Score -3670104 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3670648.750000 Penalty: 3448.729004
	Iteration 6Q: 3 clusters Score -3670649 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3671337.250000 Penalty: 3448.729004
	Iteration 7Q: 3 clusters Score -3671337 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3672303.750000 Penalty: 3448.729004
	Iteration 8Q: 3 clusters Score -3672304 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3673662.250000 Penalty: 3448.729004
	Iteration 9F: 3 clusters Score -3673662 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3675254.500000 Penalty: 3448.729004
	Iteration 10F: 3 clusters Score -3675254 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3676901.750000 Penalty: 3448.729004
	Iteration 11F: 3 clusters Score -3676902 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -3678338.500000 Penalty: 3448.729004
	Iteration 12Q: 3 clusters Score -3678338 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -3679502.500000 Penalty: 3448.729004
	Iteration 13Q: 3 clusters Score -3679502 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -3680496.250000 Penalty: 3448.729004
	Iteration 14Q: 3 clusters Score -3680496 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -3681307.500000 Penalty: 3448.729004
	Iteration 15Q: 3 clusters Score -3681308 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -3681955.000000 Penalty: 3448.729004
	Iteration 16Q: 3 clusters Score -3681955 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -3682545.000000 Penalty: 3448.729004
	Iteration 17Q: 3 clusters Score -3682545 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -3682978.250000 Penalty: 3448.729004
	Iteration 18Q: 3 clusters Score -3682978 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -3683252.750000 Penalty: 3448.729004
	Iteration 19Q: 3 clusters Score -3683253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -3683399.750000 Penalty: 3448.729004
	Iteration 20F: 3 clusters Score -3683400 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -3683492.500000 Penalty: 3448.729004
	Iteration 21Q: 3 clusters Score -3683492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -3683544.250000 Penalty: 3448.729004
	Iteration 22Q: 3 clusters Score -3683544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -3683569.000000 Penalty: 3448.729004
	Iteration 23Q: 3 clusters Score -3683569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -3683587.750000 Penalty: 3448.729004
	Iteration 24Q: 3 clusters Score -3683588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -3683607.500000 Penalty: 3448.729004
	Iteration 25Q: 3 clusters Score -3683608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -3683627.000000 Penalty: 3448.729004
	Iteration 26Q: 3 clusters Score -3683627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -3683636.750000 Penalty: 3448.729004
	Iteration 27Q: 3 clusters Score -3683637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -3683650.750000 Penalty: 3448.729004
	Iteration 28Q: 3 clusters Score -3683651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -3683660.000000 Penalty: 3448.729004
	Iteration 29Q: 3 clusters Score -3683660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -3683666.000000 Penalty: 3448.729004
	Iteration 30Q: 3 clusters Score -3683666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -3683667.750000 Penalty: 3448.729004
	Iteration 31Q: 3 clusters Score -3683668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -3683669.500000 Penalty: 3448.729004
	Iteration 32Q: 3 clusters Score -3683670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -3683669.500000 Penalty: 3448.729004
	Iteration 33F: 3 clusters Score -3683670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -353436.312500 Penalty: 1337.122192
	Iteration 0F: 2 clusters Score -353436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -350263.187500 Penalty: 2674.244385
	Iteration 0F: 3 clusters Score -350263.2 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -351071.156250 Penalty: 2674.244385
	Iteration 1F: 3 clusters Score -351071.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -351226.625000 Penalty: 2674.244385
	Iteration 2F: 3 clusters Score -351226.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -351354.218750 Penalty: 2674.244385
	Iteration 3F: 3 clusters Score -351354.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -351442.375000 Penalty: 2674.244385
	Iteration 4Q: 3 clusters Score -351442.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -351524.281250 Penalty: 2674.244385
	Iteration 5Q: 3 clusters Score -351524.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -351593.875000 Penalty: 2674.244385
	Iteration 6Q: 3 clusters Score -351593.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -351650.843750 Penalty: 2674.244385
	Iteration 7Q: 3 clusters Score -351650.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -351699.187500 Penalty: 2674.244385
	Iteration 8Q: 3 clusters Score -351699.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -351738.156250 Penalty: 2674.244385
	Iteration 9Q: 3 clusters Score -351738.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -351764.062500 Penalty: 2674.244385
	Iteration 10Q: 3 clusters Score -351764.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -351790.812500 Penalty: 2674.244385
	Iteration 11Q: 3 clusters Score -351790.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -351809.156250 Penalty: 2674.244385
	Iteration 12Q: 3 clusters Score -351809.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -351824.312500 Penalty: 2674.244385
	Iteration 13Q: 3 clusters Score -351824.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -351838.750000 Penalty: 2674.244385
	Iteration 14Q: 3 clusters Score -351838.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -351856.750000 Penalty: 2674.244385
	Iteration 15Q: 3 clusters Score -351856.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -351875.625000 Penalty: 2674.244385
	Iteration 16Q: 3 clusters Score -351875.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -351900.343750 Penalty: 2674.244385
	Iteration 17Q: 3 clusters Score -351900.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -351935.000000 Penalty: 2674.244385
	Iteration 18Q: 3 clusters Score -351935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -351976.562500 Penalty: 2674.244385
	Iteration 19Q: 3 clusters Score -351976.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -352026.218750 Penalty: 2674.244385
	Iteration 20F: 3 clusters Score -352026.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -352059.156250 Penalty: 2674.244385
	Iteration 21Q: 3 clusters Score -352059.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -352096.218750 Penalty: 2674.244385
	Iteration 22Q: 3 clusters Score -352096.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -352133.875000 Penalty: 2674.244385
	Iteration 23Q: 3 clusters Score -352133.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -352168.125000 Penalty: 2674.244385
	Iteration 24Q: 3 clusters Score -352168.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -352202.375000 Penalty: 2674.244385
	Iteration 25Q: 3 clusters Score -352202.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -352224.187500 Penalty: 2674.244385
	Iteration 26Q: 3 clusters Score -352224.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -352238.125000 Penalty: 2674.244385
	Iteration 27Q: 3 clusters Score -352238.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -352251.343750 Penalty: 2674.244385
	Iteration 28Q: 3 clusters Score -352251.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -352263.375000 Penalty: 2674.244385
	Iteration 29Q: 3 clusters Score -352263.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -352273.875000 Penalty: 2674.244385
	Iteration 30Q: 3 clusters Score -352273.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -352285.062500 Penalty: 2674.244385
	Iteration 31Q: 3 clusters Score -352285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -352289.531250 Penalty: 2674.244385
	Iteration 32Q: 3 clusters Score -352289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -352291.687500 Penalty: 2674.244385
	Iteration 33Q: 3 clusters Score -352291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -352292.437500 Penalty: 2674.244385
	Iteration 34Q: 3 clusters Score -352292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -352294.437500 Penalty: 2674.244385
	Iteration 35Q: 3 clusters Score -352294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -352295.812500 Penalty: 2674.244385
	Iteration 36Q: 3 clusters Score -352295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -352296.125000 Penalty: 2674.244385
	Iteration 37Q: 3 clusters Score -352296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -352296.281250 Penalty: 2674.244385
	Iteration 38Q: 3 clusters Score -352296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -352297.343750 Penalty: 2674.244385
	Iteration 39Q: 3 clusters Score -352297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -352298.656250 Penalty: 2674.244385
	Iteration 40F: 3 clusters Score -352298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -352299.812500 Penalty: 2674.244385
	Iteration 41Q: 3 clusters Score -352299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -352299.468750 Penalty: 2674.244385
	Iteration 42Q: 3 clusters Score -352299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -352299.468750 Penalty: 2674.244385
	Iteration 43F: 3 clusters Score -352299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Entering Unmasked Estep 
Score: -4619345.000000 Penalty: 1757.324341
	Iteration 0F: 2 clusters Score -4619345 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 24895 members 
Entering Unmasked Estep 
Score: -4586024.000000 Penalty: 3514.648682
	Iteration 0F: 3 clusters Score -4586024 nChanged 23266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4598984.000000 Penalty: 3514.648682
	Iteration 1F: 3 clusters Score -4598984 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4599529.000000 Penalty: 3514.648682
	Iteration 2Q: 3 clusters Score -4599529 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4600059.000000 Penalty: 3514.648682
	Iteration 3Q: 3 clusters Score -4600059 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4600626.000000 Penalty: 3514.648682
	Iteration 4Q: 3 clusters Score -4600626 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -4601307.500000 Penalty: 3514.648682
	Iteration 5Q: 3 clusters Score -4601308 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4602032.000000 Penalty: 3514.648682
	Iteration 6Q: 3 clusters Score -4602032 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -4602981.000000 Penalty: 3514.648682
	Iteration 7Q: 3 clusters Score -4602981 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4604252.000000 Penalty: 3514.648682
	Iteration 8Q: 3 clusters Score -4604252 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -4605771.500000 Penalty: 3514.648682
	Iteration 9F: 3 clusters Score -4605772 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -4607519.500000 Penalty: 3514.648682
	Iteration 10F: 3 clusters Score -4607520 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4608943.500000 Penalty: 3514.648682
	Iteration 11F: 3 clusters Score -4608944 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -4609844.000000 Penalty: 3514.648682
	Iteration 12Q: 3 clusters Score -4609844 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4610229.000000 Penalty: 3514.648682
	Iteration 13Q: 3 clusters Score -4610229 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4610414.500000 Penalty: 3514.648682
	Iteration 14Q: 3 clusters Score -4610414 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -4610525.500000 Penalty: 3514.648682
	Iteration 15Q: 3 clusters Score -4610526 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -4610609.000000 Penalty: 3514.648682
	Iteration 16Q: 3 clusters Score -4610609 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4610690.500000 Penalty: 3514.648682
	Iteration 17Q: 3 clusters Score -4610690 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4610731.000000 Penalty: 3514.648682
	Iteration 18Q: 3 clusters Score -4610731 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4610762.500000 Penalty: 3514.648682
	Iteration 19Q: 3 clusters Score -4610762 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4610817.500000 Penalty: 3514.648682
	Iteration 20F: 3 clusters Score -4610818 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4610875.500000 Penalty: 3514.648682
	Iteration 21Q: 3 clusters Score -4610876 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4610933.500000 Penalty: 3514.648682
	Iteration 22Q: 3 clusters Score -4610934 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4610996.500000 Penalty: 3514.648682
	Iteration 23Q: 3 clusters Score -4610996 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4611061.000000 Penalty: 3514.648682
	Iteration 24Q: 3 clusters Score -4611061 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4611129.000000 Penalty: 3514.648682
	Iteration 25Q: 3 clusters Score -4611129 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4611190.500000 Penalty: 3514.648682
	Iteration 26Q: 3 clusters Score -4611190 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4611269.500000 Penalty: 3514.648682
	Iteration 27Q: 3 clusters Score -4611270 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4611353.500000 Penalty: 3514.648682
	Iteration 28Q: 3 clusters Score -4611354 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4611431.000000 Penalty: 3514.648682
	Iteration 29Q: 3 clusters Score -4611431 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4611528.500000 Penalty: 3514.648682
	Iteration 30Q: 3 clusters Score -4611528 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -4611617.500000 Penalty: 3514.648682
	Iteration 31Q: 3 clusters Score -4611618 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4611780.000000 Penalty: 3514.648682
	Iteration 32Q: 3 clusters Score -4611780 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -4611931.500000 Penalty: 3514.648682
	Iteration 33Q: 3 clusters Score -4611932 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4612116.000000 Penalty: 3514.648682
	Iteration 34Q: 3 clusters Score -4612116 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -4612293.000000 Penalty: 3514.648682
	Iteration 35Q: 3 clusters Score -4612293 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -4612464.000000 Penalty: 3514.648682
	Iteration 36Q: 3 clusters Score -4612464 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4612712.500000 Penalty: 3514.648682
	Iteration 37Q: 3 clusters Score -4612712 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4612939.500000 Penalty: 3514.648682
	Iteration 38Q: 3 clusters Score -4612940 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -4613223.500000 Penalty: 3514.648682
	Iteration 39Q: 3 clusters Score -4613224 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -4613486.500000 Penalty: 3514.648682
	Iteration 40F: 3 clusters Score -4613486 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4613843.500000 Penalty: 3514.648682
	Iteration 41Q: 3 clusters Score -4613844 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4614261.500000 Penalty: 3514.648682
	Iteration 42Q: 3 clusters Score -4614262 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4614700.500000 Penalty: 3514.648682
	Iteration 43Q: 3 clusters Score -4614700 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4615168.500000 Penalty: 3514.648682
	Iteration 44Q: 3 clusters Score -4615168 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -4615673.500000 Penalty: 3514.648682
	Iteration 45Q: 3 clusters Score -4615674 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -4616093.000000 Penalty: 3514.648682
	Iteration 46Q: 3 clusters Score -4616093 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4616504.000000 Penalty: 3514.648682
	Iteration 47Q: 3 clusters Score -4616504 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4616822.000000 Penalty: 3514.648682
	Iteration 48Q: 3 clusters Score -4616822 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4617136.500000 Penalty: 3514.648682
	Iteration 49Q: 3 clusters Score -4617136 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4617362.500000 Penalty: 3514.648682
	Iteration 50Q: 3 clusters Score -4617362 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4617551.500000 Penalty: 3514.648682
	Iteration 51Q: 3 clusters Score -4617552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4617683.000000 Penalty: 3514.648682
	Iteration 52Q: 3 clusters Score -4617683 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4617771.500000 Penalty: 3514.648682
	Iteration 53Q: 3 clusters Score -4617772 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4617830.000000 Penalty: 3514.648682
	Iteration 54Q: 3 clusters Score -4617830 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4617871.500000 Penalty: 3514.648682
	Iteration 55Q: 3 clusters Score -4617872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4617919.000000 Penalty: 3514.648682
	Iteration 56Q: 3 clusters Score -4617919 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4617938.000000 Penalty: 3514.648682
	Iteration 57Q: 3 clusters Score -4617938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4617978.500000 Penalty: 3514.648682
	Iteration 58Q: 3 clusters Score -4617978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4618006.000000 Penalty: 3514.648682
	Iteration 59Q: 3 clusters Score -4618006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4618041.000000 Penalty: 3514.648682
	Iteration 60F: 3 clusters Score -4618041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4618048.000000 Penalty: 3514.648682
	Iteration 61Q: 3 clusters Score -4618048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4618072.000000 Penalty: 3514.648682
	Iteration 62Q: 3 clusters Score -4618072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4618080.500000 Penalty: 3514.648682
	Iteration 63Q: 3 clusters Score -4618080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4618087.500000 Penalty: 3514.648682
	Iteration 64Q: 3 clusters Score -4618088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4618089.000000 Penalty: 3514.648682
	Iteration 65Q: 3 clusters Score -4618089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4618084.000000 Penalty: 3514.648682
	Iteration 66Q: 3 clusters Score -4618084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4618087.500000 Penalty: 3514.648682
	Iteration 67Q: 3 clusters Score -4618088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4618094.000000 Penalty: 3514.648682
	Iteration 68Q: 3 clusters Score -4618094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4618098.500000 Penalty: 3514.648682
	Iteration 69Q: 3 clusters Score -4618098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4618100.000000 Penalty: 3514.648682
	Iteration 70Q: 3 clusters Score -4618100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4618107.000000 Penalty: 3514.648682
	Iteration 71Q: 3 clusters Score -4618107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4618112.000000 Penalty: 3514.648682
	Iteration 72Q: 3 clusters Score -4618112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4618115.000000 Penalty: 3514.648682
	Iteration 73Q: 3 clusters Score -4618115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4618114.500000 Penalty: 3514.648682
	Iteration 74Q: 3 clusters Score -4618114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4618118.000000 Penalty: 3514.648682
	Iteration 75Q: 3 clusters Score -4618118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4618120.500000 Penalty: 3514.648682
	Iteration 76Q: 3 clusters Score -4618120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4618124.000000 Penalty: 3514.648682
	Iteration 77Q: 3 clusters Score -4618124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4618120.500000 Penalty: 3514.648682
	Iteration 78Q: 3 clusters Score -4618120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4618118.000000 Penalty: 3514.648682
	Iteration 79Q: 3 clusters Score -4618118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4618122.000000 Penalty: 3514.648682
	Iteration 80F: 3 clusters Score -4618122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4618117.000000 Penalty: 3514.648682
	Iteration 81Q: 3 clusters Score -4618117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4618117.500000 Penalty: 3514.648682
	Iteration 82Q: 3 clusters Score -4618118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4618117.500000 Penalty: 3514.648682
	Iteration 83Q: 3 clusters Score -4618118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4618116.000000 Penalty: 3514.648682
	Iteration 84Q: 3 clusters Score -4618116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4618116.000000 Penalty: 3514.648682
	Iteration 85F: 3 clusters Score -4618116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -505408.406250 Penalty: 1406.047119
	Iteration 0F: 2 clusters Score -505408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -500940.312500 Penalty: 2812.094238
	Iteration 0F: 3 clusters Score -500940.3 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -502214.875000 Penalty: 2812.094238
	Iteration 1F: 3 clusters Score -502214.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -502494.843750 Penalty: 2812.094238
	Iteration 2F: 3 clusters Score -502494.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -502760.718750 Penalty: 2812.094238
	Iteration 3F: 3 clusters Score -502760.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -503026.406250 Penalty: 2812.094238
	Iteration 4F: 3 clusters Score -503026.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -503269.156250 Penalty: 2812.094238
	Iteration 5F: 3 clusters Score -503269.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -503453.875000 Penalty: 2812.094238
	Iteration 6Q: 3 clusters Score -503453.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -503594.812500 Penalty: 2812.094238
	Iteration 7Q: 3 clusters Score -503594.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -503708.125000 Penalty: 2812.094238
	Iteration 8Q: 3 clusters Score -503708.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -503787.125000 Penalty: 2812.094238
	Iteration 9Q: 3 clusters Score -503787.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -503858.531250 Penalty: 2812.094238
	Iteration 10Q: 3 clusters Score -503858.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -503908.750000 Penalty: 2812.094238
	Iteration 11Q: 3 clusters Score -503908.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -503948.937500 Penalty: 2812.094238
	Iteration 12Q: 3 clusters Score -503948.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -504000.906250 Penalty: 2812.094238
	Iteration 13Q: 3 clusters Score -504000.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -504058.187500 Penalty: 2812.094238
	Iteration 14Q: 3 clusters Score -504058.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -504128.343750 Penalty: 2812.094238
	Iteration 15Q: 3 clusters Score -504128.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -504206.687500 Penalty: 2812.094238
	Iteration 16Q: 3 clusters Score -504206.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -504292.156250 Penalty: 2812.094238
	Iteration 17Q: 3 clusters Score -504292.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -504388.625000 Penalty: 2812.094238
	Iteration 18Q: 3 clusters Score -504388.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -504480.062500 Penalty: 2812.094238
	Iteration 19Q: 3 clusters Score -504480.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -504575.468750 Penalty: 2812.094238
	Iteration 20F: 3 clusters Score -504575.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -504654.500000 Penalty: 2812.094238
	Iteration 21Q: 3 clusters Score -504654.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -504724.656250 Penalty: 2812.094238
	Iteration 22Q: 3 clusters Score -504724.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -504777.593750 Penalty: 2812.094238
	Iteration 23Q: 3 clusters Score -504777.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -504812.531250 Penalty: 2812.094238
	Iteration 24Q: 3 clusters Score -504812.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -504831.125000 Penalty: 2812.094238
	Iteration 25Q: 3 clusters Score -504831.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -504849.000000 Penalty: 2812.094238
	Iteration 26Q: 3 clusters Score -504849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -504862.125000 Penalty: 2812.094238
	Iteration 27Q: 3 clusters Score -504862.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -504872.687500 Penalty: 2812.094238
	Iteration 28Q: 3 clusters Score -504872.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -504889.218750 Penalty: 2812.094238
	Iteration 29Q: 3 clusters Score -504889.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -504900.843750 Penalty: 2812.094238
	Iteration 30Q: 3 clusters Score -504900.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -504909.875000 Penalty: 2812.094238
	Iteration 31Q: 3 clusters Score -504909.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -504915.468750 Penalty: 2812.094238
	Iteration 32Q: 3 clusters Score -504915.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -504921.312500 Penalty: 2812.094238
	Iteration 33Q: 3 clusters Score -504921.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -504928.875000 Penalty: 2812.094238
	Iteration 34Q: 3 clusters Score -504928.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -504935.750000 Penalty: 2812.094238
	Iteration 35Q: 3 clusters Score -504935.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -504943.687500 Penalty: 2812.094238
	Iteration 36Q: 3 clusters Score -504943.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -504950.968750 Penalty: 2812.094238
	Iteration 37Q: 3 clusters Score -504951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -504959.187500 Penalty: 2812.094238
	Iteration 38Q: 3 clusters Score -504959.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -504968.500000 Penalty: 2812.094238
	Iteration 39Q: 3 clusters Score -504968.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -504978.687500 Penalty: 2812.094238
	Iteration 40F: 3 clusters Score -504978.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -504984.468750 Penalty: 2812.094238
	Iteration 41Q: 3 clusters Score -504984.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -504992.375000 Penalty: 2812.094238
	Iteration 42Q: 3 clusters Score -504992.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -505001.843750 Penalty: 2812.094238
	Iteration 43Q: 3 clusters Score -505001.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -505008.250000 Penalty: 2812.094238
	Iteration 44Q: 3 clusters Score -505008.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -505015.250000 Penalty: 2812.094238
	Iteration 45Q: 3 clusters Score -505015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -505019.031250 Penalty: 2812.094238
	Iteration 46Q: 3 clusters Score -505019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -505023.468750 Penalty: 2812.094238
	Iteration 47Q: 3 clusters Score -505023.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -505027.000000 Penalty: 2812.094238
	Iteration 48Q: 3 clusters Score -505027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -505027.625000 Penalty: 2812.094238
	Iteration 49Q: 3 clusters Score -505027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -505028.625000 Penalty: 2812.094238
	Iteration 50Q: 3 clusters Score -505028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -505028.437500 Penalty: 2812.094238
	Iteration 51Q: 3 clusters Score -505028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -505029.437500 Penalty: 2812.094238
	Iteration 52Q: 3 clusters Score -505029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -505029.656250 Penalty: 2812.094238
	Iteration 53Q: 3 clusters Score -505029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -505029.906250 Penalty: 2812.094238
	Iteration 54Q: 3 clusters Score -505029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -505031.187500 Penalty: 2812.094238
	Iteration 55Q: 3 clusters Score -505031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -505030.500000 Penalty: 2812.094238
	Iteration 56Q: 3 clusters Score -505030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -505030.625000 Penalty: 2812.094238
	Iteration 57Q: 3 clusters Score -505030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -505031.437500 Penalty: 2812.094238
	Iteration 58Q: 3 clusters Score -505031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -505031.375000 Penalty: 2812.094238
	Iteration 59Q: 3 clusters Score -505031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -505031.343750 Penalty: 2812.094238
	Iteration 60F: 3 clusters Score -505031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -505032.343750 Penalty: 2812.094238
	Iteration 61Q: 3 clusters Score -505032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -505032.656250 Penalty: 2812.094238
	Iteration 62Q: 3 clusters Score -505032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -505032.656250 Penalty: 2812.094238
	Iteration 63F: 3 clusters Score -505032.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -218763.828125 Penalty: 1285.649780
	Iteration 0F: 2 clusters Score -218763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -216311.562500 Penalty: 2571.299561
	Iteration 0F: 3 clusters Score -216311.6 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -217217.859375 Penalty: 2571.299561
	Iteration 1F: 3 clusters Score -217217.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -217538.796875 Penalty: 2571.299561
	Iteration 2F: 3 clusters Score -217538.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -217764.687500 Penalty: 2571.299561
	Iteration 3F: 3 clusters Score -217764.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -217998.937500 Penalty: 2571.299561
	Iteration 4F: 3 clusters Score -217998.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -218236.765625 Penalty: 2571.299561
	Iteration 5F: 3 clusters Score -218236.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -218488.296875 Penalty: 2571.299561
	Iteration 6F: 3 clusters Score -218488.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -218705.296875 Penalty: 2571.299561
	Iteration 7Q: 3 clusters Score -218705.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -218833.656250 Penalty: 2571.299561
	Iteration 8Q: 3 clusters Score -218833.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -218884.234375 Penalty: 2571.299561
	Iteration 9Q: 3 clusters Score -218884.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -218926.125000 Penalty: 2571.299561
	Iteration 10Q: 3 clusters Score -218926.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -218948.328125 Penalty: 2571.299561
	Iteration 11Q: 3 clusters Score -218948.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218964.171875 Penalty: 2571.299561
	Iteration 12Q: 3 clusters Score -218964.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -218973.890625 Penalty: 2571.299561
	Iteration 13Q: 3 clusters Score -218973.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -218979.156250 Penalty: 2571.299561
	Iteration 14Q: 3 clusters Score -218979.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -218987.015625 Penalty: 2571.299561
	Iteration 15Q: 3 clusters Score -218987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218994.234375 Penalty: 2571.299561
	Iteration 16Q: 3 clusters Score -218994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218998.750000 Penalty: 2571.299561
	Iteration 17Q: 3 clusters Score -218998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -219000.421875 Penalty: 2571.299561
	Iteration 18Q: 3 clusters Score -219000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -219001.406250 Penalty: 2571.299561
	Iteration 19Q: 3 clusters Score -219001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -219012.750000 Penalty: 2571.299561
	Iteration 20F: 3 clusters Score -219012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219032.703125 Penalty: 2571.299561
	Iteration 21Q: 3 clusters Score -219032.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -219059.984375 Penalty: 2571.299561
	Iteration 22Q: 3 clusters Score -219060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -219092.453125 Penalty: 2571.299561
	Iteration 23Q: 3 clusters Score -219092.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -219109.359375 Penalty: 2571.299561
	Iteration 24Q: 3 clusters Score -219109.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -219122.156250 Penalty: 2571.299561
	Iteration 25Q: 3 clusters Score -219122.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -219132.734375 Penalty: 2571.299561
	Iteration 26Q: 3 clusters Score -219132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219139.718750 Penalty: 2571.299561
	Iteration 27Q: 3 clusters Score -219139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -219147.359375 Penalty: 2571.299561
	Iteration 28Q: 3 clusters Score -219147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -219148.609375 Penalty: 2571.299561
	Iteration 29Q: 3 clusters Score -219148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219149.671875 Penalty: 2571.299561
	Iteration 30Q: 3 clusters Score -219149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219150.734375 Penalty: 2571.299561
	Iteration 31Q: 3 clusters Score -219150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219152.234375 Penalty: 2571.299561
	Iteration 32Q: 3 clusters Score -219152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -219153.390625 Penalty: 2571.299561
	Iteration 33Q: 3 clusters Score -219153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -219153.390625 Penalty: 2571.299561
	Iteration 34F: 3 clusters Score -219153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 1871 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14017 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120958 members 
Mstep: Class 25 contains 858 members 
Entering Unmasked Estep 
Score: -51587020.000000 Penalty: 53892.246094
Splitting cluster 10 changes total score from -51587568.000000 to -51587020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (72017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Entering Unmasked Estep 
Score: -6820155.000000 Penalty: 1817.506836
	Iteration 0F: 2 clusters Score -6820155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -6771859.500000 Penalty: 3635.013672
	Iteration 0F: 3 clusters Score -6771860 nChanged 34269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -6791955.000000 Penalty: 3635.013672
	Iteration 1F: 3 clusters Score -6791955 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -6792951.000000 Penalty: 3635.013672
	Iteration 2Q: 3 clusters Score -6792951 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -6794395.500000 Penalty: 3635.013672
	Iteration 3Q: 3 clusters Score -6794396 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -6796739.500000 Penalty: 3635.013672
	Iteration 4F: 3 clusters Score -6796740 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -6800275.500000 Penalty: 3635.013672
	Iteration 5F: 3 clusters Score -6800276 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6805062.000000 Penalty: 3635.013672
	Iteration 6F: 3 clusters Score -6805062 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -6810024.500000 Penalty: 3635.013672
	Iteration 7F: 3 clusters Score -6810024 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -6813890.000000 Penalty: 3635.013672
	Iteration 8F: 3 clusters Score -6813890 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69034 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6816275.000000 Penalty: 3635.013672
	Iteration 9Q: 3 clusters Score -6816275 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6817531.000000 Penalty: 3635.013672
	Iteration 10Q: 3 clusters Score -6817531 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6818074.500000 Penalty: 3635.013672
	Iteration 11Q: 3 clusters Score -6818074 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6818311.000000 Penalty: 3635.013672
	Iteration 12Q: 3 clusters Score -6818311 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6818451.500000 Penalty: 3635.013672
	Iteration 13Q: 3 clusters Score -6818452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6818538.500000 Penalty: 3635.013672
	Iteration 14Q: 3 clusters Score -6818538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6818579.000000 Penalty: 3635.013672
	Iteration 15Q: 3 clusters Score -6818579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6818608.000000 Penalty: 3635.013672
	Iteration 16Q: 3 clusters Score -6818608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6818633.500000 Penalty: 3635.013672
	Iteration 17Q: 3 clusters Score -6818634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6818653.500000 Penalty: 3635.013672
	Iteration 18Q: 3 clusters Score -6818654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6818670.000000 Penalty: 3635.013672
	Iteration 19Q: 3 clusters Score -6818670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6818687.000000 Penalty: 3635.013672
	Iteration 20F: 3 clusters Score -6818687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6818703.500000 Penalty: 3635.013672
	Iteration 21Q: 3 clusters Score -6818704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6818713.000000 Penalty: 3635.013672
	Iteration 22Q: 3 clusters Score -6818713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6818711.500000 Penalty: 3635.013672
	Iteration 23Q: 3 clusters Score -6818712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6818709.000000 Penalty: 3635.013672
	Iteration 24Q: 3 clusters Score -6818709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6818716.000000 Penalty: 3635.013672
	Iteration 25Q: 3 clusters Score -6818716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6818719.500000 Penalty: 3635.013672
	Iteration 26Q: 3 clusters Score -6818720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6818716.000000 Penalty: 3635.013672
	Iteration 27Q: 3 clusters Score -6818716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6818716.000000 Penalty: 3635.013672
	Iteration 28F: 3 clusters Score -6818716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1113441.000000 Penalty: 1535.161865
	Iteration 0F: 2 clusters Score -1113441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1104498.875000 Penalty: 3070.323730
	Iteration 0F: 3 clusters Score -1104499 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1107701.250000 Penalty: 3070.323730
	Iteration 1F: 3 clusters Score -1107701 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1108211.000000 Penalty: 3070.323730
	Iteration 2F: 3 clusters Score -1108211 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1108754.375000 Penalty: 3070.323730
	Iteration 3F: 3 clusters Score -1108754 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1109385.000000 Penalty: 3070.323730
	Iteration 4F: 3 clusters Score -1109385 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1110105.000000 Penalty: 3070.323730
	Iteration 5F: 3 clusters Score -1110105 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1110728.500000 Penalty: 3070.323730
	Iteration 6F: 3 clusters Score -1110728 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1111213.250000 Penalty: 3070.323730
	Iteration 7F: 3 clusters Score -1111213 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1111606.000000 Penalty: 3070.323730
	Iteration 8Q: 3 clusters Score -1111606 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1111869.125000 Penalty: 3070.323730
	Iteration 9Q: 3 clusters Score -1111869 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1112033.375000 Penalty: 3070.323730
	Iteration 10Q: 3 clusters Score -1112033 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1112139.000000 Penalty: 3070.323730
	Iteration 11Q: 3 clusters Score -1112139 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1112211.000000 Penalty: 3070.323730
	Iteration 12Q: 3 clusters Score -1112211 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1112253.000000 Penalty: 3070.323730
	Iteration 13Q: 3 clusters Score -1112253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1112275.375000 Penalty: 3070.323730
	Iteration 14Q: 3 clusters Score -1112275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1112294.250000 Penalty: 3070.323730
	Iteration 15Q: 3 clusters Score -1112294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1112313.625000 Penalty: 3070.323730
	Iteration 16Q: 3 clusters Score -1112314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1112332.750000 Penalty: 3070.323730
	Iteration 17Q: 3 clusters Score -1112333 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1112346.000000 Penalty: 3070.323730
	Iteration 18Q: 3 clusters Score -1112346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1112361.000000 Penalty: 3070.323730
	Iteration 19Q: 3 clusters Score -1112361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1112368.250000 Penalty: 3070.323730
	Iteration 20F: 3 clusters Score -1112368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1112373.500000 Penalty: 3070.323730
	Iteration 21Q: 3 clusters Score -1112374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1112381.500000 Penalty: 3070.323730
	Iteration 22Q: 3 clusters Score -1112382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1112387.250000 Penalty: 3070.323730
	Iteration 23Q: 3 clusters Score -1112387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1112399.125000 Penalty: 3070.323730
	Iteration 24Q: 3 clusters Score -1112399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1112406.250000 Penalty: 3070.323730
	Iteration 25Q: 3 clusters Score -1112406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1112415.000000 Penalty: 3070.323730
	Iteration 26Q: 3 clusters Score -1112415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1112419.875000 Penalty: 3070.323730
	Iteration 27Q: 3 clusters Score -1112420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1112428.750000 Penalty: 3070.323730
	Iteration 28Q: 3 clusters Score -1112429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1112436.750000 Penalty: 3070.323730
	Iteration 29Q: 3 clusters Score -1112437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1112447.375000 Penalty: 3070.323730
	Iteration 30Q: 3 clusters Score -1112447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1112453.500000 Penalty: 3070.323730
	Iteration 31Q: 3 clusters Score -1112454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1112464.000000 Penalty: 3070.323730
	Iteration 32Q: 3 clusters Score -1112464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1112469.000000 Penalty: 3070.323730
	Iteration 33Q: 3 clusters Score -1112469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1112478.500000 Penalty: 3070.323730
	Iteration 34Q: 3 clusters Score -1112478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1112484.250000 Penalty: 3070.323730
	Iteration 35Q: 3 clusters Score -1112484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1112489.500000 Penalty: 3070.323730
	Iteration 36Q: 3 clusters Score -1112490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1112490.000000 Penalty: 3070.323730
	Iteration 37Q: 3 clusters Score -1112490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1112491.250000 Penalty: 3070.323730
	Iteration 38Q: 3 clusters Score -1112491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1112495.750000 Penalty: 3070.323730
	Iteration 39Q: 3 clusters Score -1112496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1112501.500000 Penalty: 3070.323730
	Iteration 40F: 3 clusters Score -1112502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1112504.875000 Penalty: 3070.323730
	Iteration 41Q: 3 clusters Score -1112505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1112506.625000 Penalty: 3070.323730
	Iteration 42Q: 3 clusters Score -1112507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1112511.750000 Penalty: 3070.323730
	Iteration 43Q: 3 clusters Score -1112512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1112516.000000 Penalty: 3070.323730
	Iteration 44Q: 3 clusters Score -1112516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1112518.000000 Penalty: 3070.323730
	Iteration 45Q: 3 clusters Score -1112518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1112516.375000 Penalty: 3070.323730
	Iteration 46Q: 3 clusters Score -1112516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1112522.000000 Penalty: 3070.323730
	Iteration 47Q: 3 clusters Score -1112522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1112525.750000 Penalty: 3070.323730
	Iteration 48Q: 3 clusters Score -1112526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1112525.375000 Penalty: 3070.323730
	Iteration 49Q: 3 clusters Score -1112525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1112529.000000 Penalty: 3070.323730
	Iteration 50Q: 3 clusters Score -1112529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1112531.250000 Penalty: 3070.323730
	Iteration 51Q: 3 clusters Score -1112531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1112536.000000 Penalty: 3070.323730
	Iteration 52Q: 3 clusters Score -1112536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1112536.375000 Penalty: 3070.323730
	Iteration 53Q: 3 clusters Score -1112536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1112536.750000 Penalty: 3070.323730
	Iteration 54Q: 3 clusters Score -1112537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1112538.250000 Penalty: 3070.323730
	Iteration 55Q: 3 clusters Score -1112538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1112539.375000 Penalty: 3070.323730
	Iteration 56Q: 3 clusters Score -1112539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1112540.875000 Penalty: 3070.323730
	Iteration 57Q: 3 clusters Score -1112541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1112539.750000 Penalty: 3070.323730
	Iteration 58Q: 3 clusters Score -1112540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1112540.125000 Penalty: 3070.323730
	Iteration 59Q: 3 clusters Score -1112540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1112541.125000 Penalty: 3070.323730
	Iteration 60F: 3 clusters Score -1112541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1112542.625000 Penalty: 3070.323730
	Iteration 61Q: 3 clusters Score -1112543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1112540.500000 Penalty: 3070.323730
	Iteration 62Q: 3 clusters Score -1112540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1112543.625000 Penalty: 3070.323730
	Iteration 63Q: 3 clusters Score -1112544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1112541.875000 Penalty: 3070.323730
	Iteration 64Q: 3 clusters Score -1112542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1112541.875000 Penalty: 3070.323730
	Iteration 65F: 3 clusters Score -1112542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -179336.140625 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -179336.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -177286.890625 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -177286.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177723.625000 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -177723.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -177835.906250 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -177835.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -177881.296875 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -177881.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -177916.046875 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -177916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177944.453125 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -177944.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -177969.406250 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -177969.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -177981.000000 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -177981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -177985.406250 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -177985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -177987.796875 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -177987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -177989.750000 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -177989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -177990.093750 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -177990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -177990.093750 Penalty: 2466.862793
	Iteration 12F: 3 clusters Score -177990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Entering Unmasked Estep 
Score: -642868.000000 Penalty: 1457.198730
	Iteration 0F: 2 clusters Score -642868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -637038.062500 Penalty: 2914.397461
	Iteration 0F: 3 clusters Score -637038.1 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -639108.625000 Penalty: 2914.397461
	Iteration 1F: 3 clusters Score -639108.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -639636.062500 Penalty: 2914.397461
	Iteration 2F: 3 clusters Score -639636.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -640037.187500 Penalty: 2914.397461
	Iteration 3F: 3 clusters Score -640037.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -640274.062500 Penalty: 2914.397461
	Iteration 4F: 3 clusters Score -640274.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -640418.000000 Penalty: 2914.397461
	Iteration 5Q: 3 clusters Score -640418 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -640523.937500 Penalty: 2914.397461
	Iteration 6Q: 3 clusters Score -640523.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -640597.750000 Penalty: 2914.397461
	Iteration 7Q: 3 clusters Score -640597.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -640655.812500 Penalty: 2914.397461
	Iteration 8Q: 3 clusters Score -640655.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -640704.062500 Penalty: 2914.397461
	Iteration 9Q: 3 clusters Score -640704.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -640756.375000 Penalty: 2914.397461
	Iteration 10Q: 3 clusters Score -640756.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -640806.687500 Penalty: 2914.397461
	Iteration 11Q: 3 clusters Score -640806.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -640857.500000 Penalty: 2914.397461
	Iteration 12Q: 3 clusters Score -640857.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -640903.312500 Penalty: 2914.397461
	Iteration 13Q: 3 clusters Score -640903.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -640942.625000 Penalty: 2914.397461
	Iteration 14Q: 3 clusters Score -640942.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -640984.625000 Penalty: 2914.397461
	Iteration 15Q: 3 clusters Score -640984.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -641015.187500 Penalty: 2914.397461
	Iteration 16Q: 3 clusters Score -641015.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -641043.750000 Penalty: 2914.397461
	Iteration 17Q: 3 clusters Score -641043.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -641073.062500 Penalty: 2914.397461
	Iteration 18Q: 3 clusters Score -641073.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -641095.750000 Penalty: 2914.397461
	Iteration 19Q: 3 clusters Score -641095.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -641121.000000 Penalty: 2914.397461
	Iteration 20F: 3 clusters Score -641121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -641141.375000 Penalty: 2914.397461
	Iteration 21Q: 3 clusters Score -641141.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -641167.687500 Penalty: 2914.397461
	Iteration 22Q: 3 clusters Score -641167.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -641190.250000 Penalty: 2914.397461
	Iteration 23Q: 3 clusters Score -641190.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -641204.937500 Penalty: 2914.397461
	Iteration 24Q: 3 clusters Score -641204.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -641218.062500 Penalty: 2914.397461
	Iteration 25Q: 3 clusters Score -641218.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -641230.125000 Penalty: 2914.397461
	Iteration 26Q: 3 clusters Score -641230.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -641245.312500 Penalty: 2914.397461
	Iteration 27Q: 3 clusters Score -641245.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -641257.250000 Penalty: 2914.397461
	Iteration 28Q: 3 clusters Score -641257.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -641268.000000 Penalty: 2914.397461
	Iteration 29Q: 3 clusters Score -641268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -641273.375000 Penalty: 2914.397461
	Iteration 30Q: 3 clusters Score -641273.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -641281.000000 Penalty: 2914.397461
	Iteration 31Q: 3 clusters Score -641281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -641283.250000 Penalty: 2914.397461
	Iteration 32Q: 3 clusters Score -641283.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -641287.250000 Penalty: 2914.397461
	Iteration 33Q: 3 clusters Score -641287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -641290.937500 Penalty: 2914.397461
	Iteration 34Q: 3 clusters Score -641290.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -641295.062500 Penalty: 2914.397461
	Iteration 35Q: 3 clusters Score -641295.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -641298.125000 Penalty: 2914.397461
	Iteration 36Q: 3 clusters Score -641298.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -641303.562500 Penalty: 2914.397461
	Iteration 37Q: 3 clusters Score -641303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -641308.375000 Penalty: 2914.397461
	Iteration 38Q: 3 clusters Score -641308.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -641311.687500 Penalty: 2914.397461
	Iteration 39Q: 3 clusters Score -641311.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -641315.250000 Penalty: 2914.397461
	Iteration 40F: 3 clusters Score -641315.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -641320.750000 Penalty: 2914.397461
	Iteration 41Q: 3 clusters Score -641320.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -641323.125000 Penalty: 2914.397461
	Iteration 42Q: 3 clusters Score -641323.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -641324.937500 Penalty: 2914.397461
	Iteration 43Q: 3 clusters Score -641324.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -641328.187500 Penalty: 2914.397461
	Iteration 44Q: 3 clusters Score -641328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -641329.500000 Penalty: 2914.397461
	Iteration 45Q: 3 clusters Score -641329.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -641333.250000 Penalty: 2914.397461
	Iteration 46Q: 3 clusters Score -641333.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -641336.812500 Penalty: 2914.397461
	Iteration 47Q: 3 clusters Score -641336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -641340.625000 Penalty: 2914.397461
	Iteration 48Q: 3 clusters Score -641340.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -641343.812500 Penalty: 2914.397461
	Iteration 49Q: 3 clusters Score -641343.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -641345.375000 Penalty: 2914.397461
	Iteration 50Q: 3 clusters Score -641345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -641345.500000 Penalty: 2914.397461
	Iteration 51Q: 3 clusters Score -641345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -641346.500000 Penalty: 2914.397461
	Iteration 52Q: 3 clusters Score -641346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -641348.312500 Penalty: 2914.397461
	Iteration 53Q: 3 clusters Score -641348.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -641352.125000 Penalty: 2914.397461
	Iteration 54Q: 3 clusters Score -641352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -641353.562500 Penalty: 2914.397461
	Iteration 55Q: 3 clusters Score -641353.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -641354.500000 Penalty: 2914.397461
	Iteration 56Q: 3 clusters Score -641354.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -641356.375000 Penalty: 2914.397461
	Iteration 57Q: 3 clusters Score -641356.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -641360.187500 Penalty: 2914.397461
	Iteration 58Q: 3 clusters Score -641360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -641362.062500 Penalty: 2914.397461
	Iteration 59Q: 3 clusters Score -641362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -641362.687500 Penalty: 2914.397461
	Iteration 60F: 3 clusters Score -641362.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -641363.562500 Penalty: 2914.397461
	Iteration 61Q: 3 clusters Score -641363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -641364.312500 Penalty: 2914.397461
	Iteration 62Q: 3 clusters Score -641364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -641364.062500 Penalty: 2914.397461
	Iteration 63Q: 3 clusters Score -641364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -641366.875000 Penalty: 2914.397461
	Iteration 64Q: 3 clusters Score -641366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -641366.312500 Penalty: 2914.397461
	Iteration 65Q: 3 clusters Score -641366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -641366.250000 Penalty: 2914.397461
	Iteration 66Q: 3 clusters Score -641366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -641365.875000 Penalty: 2914.397461
	Iteration 67Q: 3 clusters Score -641365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -641366.625000 Penalty: 2914.397461
	Iteration 68Q: 3 clusters Score -641366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -641366.187500 Penalty: 2914.397461
	Iteration 69Q: 3 clusters Score -641366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -641366.812500 Penalty: 2914.397461
	Iteration 70Q: 3 clusters Score -641366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -641366.812500 Penalty: 2914.397461
	Iteration 71F: 3 clusters Score -641366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -439906.281250 Penalty: 1384.692505
	Iteration 0F: 2 clusters Score -439906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -435908.250000 Penalty: 2769.385010
	Iteration 0F: 3 clusters Score -435908.2 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -437078.625000 Penalty: 2769.385010
	Iteration 1F: 3 clusters Score -437078.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -437457.843750 Penalty: 2769.385010
	Iteration 2F: 3 clusters Score -437457.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -437786.625000 Penalty: 2769.385010
	Iteration 3F: 3 clusters Score -437786.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -438004.343750 Penalty: 2769.385010
	Iteration 4F: 3 clusters Score -438004.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -438185.406250 Penalty: 2769.385010
	Iteration 5F: 3 clusters Score -438185.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -438372.625000 Penalty: 2769.385010
	Iteration 6F: 3 clusters Score -438372.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -438620.687500 Penalty: 2769.385010
	Iteration 7F: 3 clusters Score -438620.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -438878.750000 Penalty: 2769.385010
	Iteration 8F: 3 clusters Score -438878.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -439111.250000 Penalty: 2769.385010
	Iteration 9F: 3 clusters Score -439111.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -439295.968750 Penalty: 2769.385010
	Iteration 10Q: 3 clusters Score -439296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -439413.968750 Penalty: 2769.385010
	Iteration 11Q: 3 clusters Score -439414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -439496.781250 Penalty: 2769.385010
	Iteration 12Q: 3 clusters Score -439496.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -439554.375000 Penalty: 2769.385010
	Iteration 13Q: 3 clusters Score -439554.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -439590.656250 Penalty: 2769.385010
	Iteration 14Q: 3 clusters Score -439590.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -439614.718750 Penalty: 2769.385010
	Iteration 15Q: 3 clusters Score -439614.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -439628.656250 Penalty: 2769.385010
	Iteration 16Q: 3 clusters Score -439628.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -439648.656250 Penalty: 2769.385010
	Iteration 17Q: 3 clusters Score -439648.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -439671.593750 Penalty: 2769.385010
	Iteration 18Q: 3 clusters Score -439671.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -439697.968750 Penalty: 2769.385010
	Iteration 19Q: 3 clusters Score -439698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -439714.937500 Penalty: 2769.385010
	Iteration 20F: 3 clusters Score -439714.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -439731.187500 Penalty: 2769.385010
	Iteration 21Q: 3 clusters Score -439731.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -439750.500000 Penalty: 2769.385010
	Iteration 22Q: 3 clusters Score -439750.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -439766.125000 Penalty: 2769.385010
	Iteration 23Q: 3 clusters Score -439766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -439779.531250 Penalty: 2769.385010
	Iteration 24Q: 3 clusters Score -439779.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -439790.406250 Penalty: 2769.385010
	Iteration 25Q: 3 clusters Score -439790.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -439801.000000 Penalty: 2769.385010
	Iteration 26Q: 3 clusters Score -439801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -439818.531250 Penalty: 2769.385010
	Iteration 27Q: 3 clusters Score -439818.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -439825.781250 Penalty: 2769.385010
	Iteration 28Q: 3 clusters Score -439825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -439833.843750 Penalty: 2769.385010
	Iteration 29Q: 3 clusters Score -439833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -439840.531250 Penalty: 2769.385010
	Iteration 30Q: 3 clusters Score -439840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -439846.500000 Penalty: 2769.385010
	Iteration 31Q: 3 clusters Score -439846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -439858.812500 Penalty: 2769.385010
	Iteration 32Q: 3 clusters Score -439858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -439876.531250 Penalty: 2769.385010
	Iteration 33Q: 3 clusters Score -439876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -439888.468750 Penalty: 2769.385010
	Iteration 34Q: 3 clusters Score -439888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -439892.718750 Penalty: 2769.385010
	Iteration 35Q: 3 clusters Score -439892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -439894.125000 Penalty: 2769.385010
	Iteration 36Q: 3 clusters Score -439894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -439895.812500 Penalty: 2769.385010
	Iteration 37Q: 3 clusters Score -439895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -439895.812500 Penalty: 2769.385010
	Iteration 38F: 3 clusters Score -439895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Entering Unmasked Estep 
Score: -1421532.375000 Penalty: 1570.939819
	Iteration 0F: 2 clusters Score -1421532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1410640.000000 Penalty: 3141.879639
	Iteration 0F: 3 clusters Score -1410640 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1414376.375000 Penalty: 3141.879639
	Iteration 1F: 3 clusters Score -1414376 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1414642.625000 Penalty: 3141.879639
	Iteration 2Q: 3 clusters Score -1414643 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1414848.625000 Penalty: 3141.879639
	Iteration 3Q: 3 clusters Score -1414849 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1415046.625000 Penalty: 3141.879639
	Iteration 4Q: 3 clusters Score -1415047 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1415225.000000 Penalty: 3141.879639
	Iteration 5Q: 3 clusters Score -1415225 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1415400.375000 Penalty: 3141.879639
	Iteration 6Q: 3 clusters Score -1415400 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1415591.000000 Penalty: 3141.879639
	Iteration 7Q: 3 clusters Score -1415591 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1415847.625000 Penalty: 3141.879639
	Iteration 8Q: 3 clusters Score -1415848 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1416175.125000 Penalty: 3141.879639
	Iteration 9Q: 3 clusters Score -1416175 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1416577.500000 Penalty: 3141.879639
	Iteration 10Q: 3 clusters Score -1416578 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1417034.375000 Penalty: 3141.879639
	Iteration 11Q: 3 clusters Score -1417034 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1417491.750000 Penalty: 3141.879639
	Iteration 12Q: 3 clusters Score -1417492 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1417894.625000 Penalty: 3141.879639
	Iteration 13Q: 3 clusters Score -1417895 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1418213.125000 Penalty: 3141.879639
	Iteration 14Q: 3 clusters Score -1418213 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1418470.250000 Penalty: 3141.879639
	Iteration 15Q: 3 clusters Score -1418470 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1418638.750000 Penalty: 3141.879639
	Iteration 16Q: 3 clusters Score -1418639 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1418759.125000 Penalty: 3141.879639
	Iteration 17Q: 3 clusters Score -1418759 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1418831.375000 Penalty: 3141.879639
	Iteration 18Q: 3 clusters Score -1418831 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1418879.875000 Penalty: 3141.879639
	Iteration 19Q: 3 clusters Score -1418880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1418914.500000 Penalty: 3141.879639
	Iteration 20F: 3 clusters Score -1418914 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1418932.250000 Penalty: 3141.879639
	Iteration 21Q: 3 clusters Score -1418932 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1418950.250000 Penalty: 3141.879639
	Iteration 22Q: 3 clusters Score -1418950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1418963.375000 Penalty: 3141.879639
	Iteration 23Q: 3 clusters Score -1418963 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1418966.250000 Penalty: 3141.879639
	Iteration 24Q: 3 clusters Score -1418966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1418978.000000 Penalty: 3141.879639
	Iteration 25Q: 3 clusters Score -1418978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1418983.625000 Penalty: 3141.879639
	Iteration 26Q: 3 clusters Score -1418984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1418990.625000 Penalty: 3141.879639
	Iteration 27Q: 3 clusters Score -1418991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1419000.875000 Penalty: 3141.879639
	Iteration 28Q: 3 clusters Score -1419001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1419004.500000 Penalty: 3141.879639
	Iteration 29Q: 3 clusters Score -1419004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1419010.625000 Penalty: 3141.879639
	Iteration 30Q: 3 clusters Score -1419011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1419013.875000 Penalty: 3141.879639
	Iteration 31Q: 3 clusters Score -1419014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1419017.500000 Penalty: 3141.879639
	Iteration 32Q: 3 clusters Score -1419018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1419017.250000 Penalty: 3141.879639
	Iteration 33Q: 3 clusters Score -1419017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1419022.375000 Penalty: 3141.879639
	Iteration 34Q: 3 clusters Score -1419022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1419021.500000 Penalty: 3141.879639
	Iteration 35Q: 3 clusters Score -1419022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1419019.000000 Penalty: 3141.879639
	Iteration 36Q: 3 clusters Score -1419019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1419023.875000 Penalty: 3141.879639
	Iteration 37Q: 3 clusters Score -1419024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1419021.500000 Penalty: 3141.879639
	Iteration 38Q: 3 clusters Score -1419022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1419020.875000 Penalty: 3141.879639
	Iteration 39Q: 3 clusters Score -1419021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1419021.750000 Penalty: 3141.879639
	Iteration 40F: 3 clusters Score -1419022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1419022.000000 Penalty: 3141.879639
	Iteration 41Q: 3 clusters Score -1419022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1419022.125000 Penalty: 3141.879639
	Iteration 42Q: 3 clusters Score -1419022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1419021.500000 Penalty: 3141.879639
	Iteration 43Q: 3 clusters Score -1419022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1419022.250000 Penalty: 3141.879639
	Iteration 44Q: 3 clusters Score -1419022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1419024.500000 Penalty: 3141.879639
	Iteration 45Q: 3 clusters Score -1419024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1419026.125000 Penalty: 3141.879639
	Iteration 46Q: 3 clusters Score -1419026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1419024.625000 Penalty: 3141.879639
	Iteration 47Q: 3 clusters Score -1419025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1419026.000000 Penalty: 3141.879639
	Iteration 48Q: 3 clusters Score -1419026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1419028.875000 Penalty: 3141.879639
	Iteration 49Q: 3 clusters Score -1419029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1419029.750000 Penalty: 3141.879639
	Iteration 50Q: 3 clusters Score -1419030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1419034.250000 Penalty: 3141.879639
	Iteration 51Q: 3 clusters Score -1419034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1419037.250000 Penalty: 3141.879639
	Iteration 52Q: 3 clusters Score -1419037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1419038.750000 Penalty: 3141.879639
	Iteration 53Q: 3 clusters Score -1419039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1419039.875000 Penalty: 3141.879639
	Iteration 54Q: 3 clusters Score -1419040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1419045.125000 Penalty: 3141.879639
	Iteration 55Q: 3 clusters Score -1419045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1419043.500000 Penalty: 3141.879639
	Iteration 56Q: 3 clusters Score -1419044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1419045.625000 Penalty: 3141.879639
	Iteration 57Q: 3 clusters Score -1419046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1419048.125000 Penalty: 3141.879639
	Iteration 58Q: 3 clusters Score -1419048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1419046.625000 Penalty: 3141.879639
	Iteration 59Q: 3 clusters Score -1419047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1419044.625000 Penalty: 3141.879639
	Iteration 60F: 3 clusters Score -1419045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1419046.375000 Penalty: 3141.879639
	Iteration 61Q: 3 clusters Score -1419046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1419050.875000 Penalty: 3141.879639
	Iteration 62Q: 3 clusters Score -1419051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1419049.000000 Penalty: 3141.879639
	Iteration 63Q: 3 clusters Score -1419049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1419051.125000 Penalty: 3141.879639
	Iteration 64Q: 3 clusters Score -1419051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1419053.625000 Penalty: 3141.879639
	Iteration 65Q: 3 clusters Score -1419054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1419050.250000 Penalty: 3141.879639
	Iteration 66Q: 3 clusters Score -1419050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1419052.125000 Penalty: 3141.879639
	Iteration 67Q: 3 clusters Score -1419052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1419050.375000 Penalty: 3141.879639
	Iteration 68Q: 3 clusters Score -1419050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1419051.625000 Penalty: 3141.879639
	Iteration 69Q: 3 clusters Score -1419052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1419051.500000 Penalty: 3141.879639
	Iteration 70Q: 3 clusters Score -1419052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1419057.125000 Penalty: 3141.879639
	Iteration 71Q: 3 clusters Score -1419057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1419054.500000 Penalty: 3141.879639
	Iteration 72Q: 3 clusters Score -1419054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1419056.750000 Penalty: 3141.879639
	Iteration 73Q: 3 clusters Score -1419057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1419062.375000 Penalty: 3141.879639
	Iteration 74Q: 3 clusters Score -1419062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1419064.875000 Penalty: 3141.879639
	Iteration 75Q: 3 clusters Score -1419065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1419063.875000 Penalty: 3141.879639
	Iteration 76Q: 3 clusters Score -1419064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1419066.500000 Penalty: 3141.879639
	Iteration 77Q: 3 clusters Score -1419066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1419067.750000 Penalty: 3141.879639
	Iteration 78Q: 3 clusters Score -1419068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1419069.750000 Penalty: 3141.879639
	Iteration 79Q: 3 clusters Score -1419070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1419073.375000 Penalty: 3141.879639
	Iteration 80F: 3 clusters Score -1419073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1419074.875000 Penalty: 3141.879639
	Iteration 81Q: 3 clusters Score -1419075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1419075.375000 Penalty: 3141.879639
	Iteration 82Q: 3 clusters Score -1419075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1419077.750000 Penalty: 3141.879639
	Iteration 83Q: 3 clusters Score -1419078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1419077.750000 Penalty: 3141.879639
	Iteration 84Q: 3 clusters Score -1419078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1419079.000000 Penalty: 3141.879639
	Iteration 85Q: 3 clusters Score -1419079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1419084.500000 Penalty: 3141.879639
	Iteration 86Q: 3 clusters Score -1419084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1419084.250000 Penalty: 3141.879639
	Iteration 87Q: 3 clusters Score -1419084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1419094.125000 Penalty: 3141.879639
	Iteration 88Q: 3 clusters Score -1419094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1419095.625000 Penalty: 3141.879639
	Iteration 89Q: 3 clusters Score -1419096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1419092.000000 Penalty: 3141.879639
	Iteration 90Q: 3 clusters Score -1419092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1419103.875000 Penalty: 3141.879639
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Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 10016 members 
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	Iteration 92Q: 3 clusters Score -1419101 nChanged 38
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Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10050 members 
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	Iteration 93Q: 3 clusters Score -1419104 nChanged 32
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Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10080 members 
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	Iteration 94Q: 3 clusters Score -1419114 nChanged 33
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Mstep: Class 1 contains 5686 members 
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	Iteration 95Q: 3 clusters Score -1419113 nChanged 32
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Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1419116 nChanged 33
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Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10170 members 
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	Iteration 97Q: 3 clusters Score -1419124 nChanged 29
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Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1419122 nChanged 22
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Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1419126 nChanged 22
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Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1419130 nChanged 19
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Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1419129 nChanged 19
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Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1419137 nChanged 23
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Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1419140 nChanged 27
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Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1419139 nChanged 30
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Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1419145 nChanged 31
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Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1419146 nChanged 30
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Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1419148 nChanged 31
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Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10477 members 
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	Iteration 110Q: 3 clusters Score -1419152 nChanged 29
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Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1419159 nChanged 32
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Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10538 members 
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	Iteration 112Q: 3 clusters Score -1419162 nChanged 29
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Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1419159 nChanged 35
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Mstep: Class 2 contains 10598 members 
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	Iteration 114Q: 3 clusters Score -1419167 nChanged 37
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Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1419168 nChanged 39
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Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10674 members 
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	Iteration 116Q: 3 clusters Score -1419174 nChanged 62
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Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10732 members 
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	Iteration 117Q: 3 clusters Score -1419187 nChanged 64
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10794 members 
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	Iteration 118Q: 3 clusters Score -1419194 nChanged 54
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Mstep: Class 1 contains 4945 members 
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Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10895 members 
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	Iteration 120F: 3 clusters Score -1419212 nChanged 46
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Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 10941 members 
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	Iteration 121Q: 3 clusters Score -1419212 nChanged 43
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Mstep: Class 1 contains 4809 members 
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	Iteration 122Q: 3 clusters Score -1419216 nChanged 36
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Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11018 members 
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	Iteration 123Q: 3 clusters Score -1419226 nChanged 42
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Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 11060 members 
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	Iteration 124Q: 3 clusters Score -1419234 nChanged 41
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Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11101 members 
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	Iteration 125Q: 3 clusters Score -1419237 nChanged 42
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Mstep: Class 1 contains 4650 members 
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	Iteration 126Q: 3 clusters Score -1419242 nChanged 43
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Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11186 members 
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	Iteration 127Q: 3 clusters Score -1419246 nChanged 52
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Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11234 members 
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	Iteration 128Q: 3 clusters Score -1419257 nChanged 34
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Mstep: Class 1 contains 4529 members 
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	Iteration 129Q: 3 clusters Score -1419262 nChanged 33
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Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11295 members 
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	Iteration 130Q: 3 clusters Score -1419263 nChanged 36
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Mstep: Class 1 contains 4466 members 
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	Iteration 131Q: 3 clusters Score -1419269 nChanged 41
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Mstep: Class 1 contains 4431 members 
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	Iteration 132Q: 3 clusters Score -1419272 nChanged 34
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Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 11390 members 
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	Iteration 133Q: 3 clusters Score -1419278 nChanged 28
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Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11418 members 
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	Iteration 134Q: 3 clusters Score -1419279 nChanged 35
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Mstep: Class 1 contains 4340 members 
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	Iteration 135Q: 3 clusters Score -1419284 nChanged 33
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Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11486 members 
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	Iteration 136Q: 3 clusters Score -1419281 nChanged 37
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Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11521 members 
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	Iteration 137Q: 3 clusters Score -1419292 nChanged 31
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Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11552 members 
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	Iteration 138Q: 3 clusters Score -1419297 nChanged 31
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Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11583 members 
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	Iteration 139Q: 3 clusters Score -1419304 nChanged 40
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Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 11619 members 
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	Iteration 140F: 3 clusters Score -1419308 nChanged 40
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Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1419308 nChanged 49
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Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11706 members 
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	Iteration 142Q: 3 clusters Score -1419317 nChanged 44
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Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11750 members 
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	Iteration 143Q: 3 clusters Score -1419326 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11801 members 
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	Iteration 144Q: 3 clusters Score -1419337 nChanged 54
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Mstep: Class 1 contains 3940 members 
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	Iteration 145Q: 3 clusters Score -1419345 nChanged 54
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Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 11907 members 
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	Iteration 146Q: 3 clusters Score -1419356 nChanged 45
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Mstep: Class 1 contains 3845 members 
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	Iteration 147Q: 3 clusters Score -1419364 nChanged 59
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Mstep: Class 1 contains 3790 members 
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	Iteration 148Q: 3 clusters Score -1419373 nChanged 54
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Mstep: Class 1 contains 3740 members 
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	Iteration 149Q: 3 clusters Score -1419390 nChanged 50
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Mstep: Class 1 contains 3690 members 
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	Iteration 150Q: 3 clusters Score -1419399 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3631 members 
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	Iteration 151Q: 3 clusters Score -1419408 nChanged 52
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Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 12214 members 
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	Iteration 152Q: 3 clusters Score -1419413 nChanged 51
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Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12265 members 
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	Iteration 153Q: 3 clusters Score -1419425 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12322 members 
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	Iteration 154Q: 3 clusters Score -1419438 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12376 members 
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	Iteration 155Q: 3 clusters Score -1419449 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3354 members 
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	Iteration 156Q: 3 clusters Score -1419466 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12509 members 
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	Iteration 157Q: 3 clusters Score -1419480 nChanged 69
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Mstep: Class 1 contains 3215 members 
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	Iteration 158Q: 3 clusters Score -1419498 nChanged 65
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Mstep: Class 1 contains 3156 members 
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	Iteration 159Q: 3 clusters Score -1419516 nChanged 73
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Mstep: Class 1 contains 3085 members 
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	Iteration 160F: 3 clusters Score -1419535 nChanged 73
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Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12781 members 
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	Iteration 161Q: 3 clusters Score -1419549 nChanged 71
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Mstep: Class 1 contains 2943 members 
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	Iteration 162Q: 3 clusters Score -1419568 nChanged 79
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Mstep: Class 1 contains 2874 members 
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	Iteration 163Q: 3 clusters Score -1419588 nChanged 82
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Mstep: Class 1 contains 2794 members 
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	Iteration 164Q: 3 clusters Score -1419607 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2723 members 
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	Iteration 165Q: 3 clusters Score -1419623 nChanged 71
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Mstep: Class 1 contains 2652 members 
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	Iteration 166Q: 3 clusters Score -1419643 nChanged 71
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Mstep: Class 1 contains 2585 members 
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	Iteration 167Q: 3 clusters Score -1419664 nChanged 72
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	Iteration 168Q: 3 clusters Score -1419685 nChanged 80
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	Iteration 169Q: 3 clusters Score -1419707 nChanged 87
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Mstep: Class 1 contains 2356 members 
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	Iteration 170Q: 3 clusters Score -1419730 nChanged 81
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	Iteration 171Q: 3 clusters Score -1419754 nChanged 84
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	Iteration 172Q: 3 clusters Score -1419784 nChanged 78
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	Iteration 173Q: 3 clusters Score -1419804 nChanged 75
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	Iteration 174Q: 3 clusters Score -1419832 nChanged 78
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Mstep: Class 2 contains 13825 members 
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	Iteration 175Q: 3 clusters Score -1419862 nChanged 78
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	Iteration 176Q: 3 clusters Score -1419889 nChanged 69
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Mstep: Class 1 contains 1827 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1419913 nChanged 69
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	Iteration 178Q: 3 clusters Score -1419940 nChanged 72
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1419963 nChanged 55
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1419979 nChanged 50
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1419999 nChanged 43
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Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1420017 nChanged 56
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Entering Unmasked Estep 
Score: -1420038.500000 Penalty: 3141.879639
	Iteration 183Q: 3 clusters Score -1420038 nChanged 66
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Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1420063.875000 Penalty: 3141.879639
	Iteration 184Q: 3 clusters Score -1420064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1420089.250000 Penalty: 3141.879639
	Iteration 185Q: 3 clusters Score -1420089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1420106.125000 Penalty: 3141.879639
	Iteration 186Q: 3 clusters Score -1420106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1420111.875000 Penalty: 3141.879639
	Iteration 187Q: 3 clusters Score -1420112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1420122.125000 Penalty: 3141.879639
	Iteration 188Q: 3 clusters Score -1420122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1420126.250000 Penalty: 3141.879639
	Iteration 189Q: 3 clusters Score -1420126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1420133.750000 Penalty: 3141.879639
	Iteration 190Q: 3 clusters Score -1420134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1420148.000000 Penalty: 3141.879639
	Iteration 191Q: 3 clusters Score -1420148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1420159.125000 Penalty: 3141.879639
	Iteration 192Q: 3 clusters Score -1420159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1420170.250000 Penalty: 3141.879639
	Iteration 193Q: 3 clusters Score -1420170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1420180.625000 Penalty: 3141.879639
	Iteration 194Q: 3 clusters Score -1420181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1420190.375000 Penalty: 3141.879639
	Iteration 195Q: 3 clusters Score -1420190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1420195.500000 Penalty: 3141.879639
	Iteration 196Q: 3 clusters Score -1420196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1420200.750000 Penalty: 3141.879639
	Iteration 197Q: 3 clusters Score -1420201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1420204.375000 Penalty: 3141.879639
	Iteration 198Q: 3 clusters Score -1420204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1420208.000000 Penalty: 3141.879639
	Iteration 199Q: 3 clusters Score -1420208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1420209.000000 Penalty: 3141.879639
	Iteration 200F: 3 clusters Score -1420209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1420214.000000 Penalty: 3141.879639
	Iteration 201Q: 3 clusters Score -1420214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1420219.000000 Penalty: 3141.879639
	Iteration 202Q: 3 clusters Score -1420219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1420223.000000 Penalty: 3141.879639
	Iteration 203Q: 3 clusters Score -1420223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1420225.250000 Penalty: 3141.879639
	Iteration 204Q: 3 clusters Score -1420225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1420224.750000 Penalty: 3141.879639
	Iteration 205Q: 3 clusters Score -1420225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1420228.375000 Penalty: 3141.879639
	Iteration 206Q: 3 clusters Score -1420228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1420229.625000 Penalty: 3141.879639
	Iteration 207Q: 3 clusters Score -1420230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1420229.875000 Penalty: 3141.879639
	Iteration 208Q: 3 clusters Score -1420230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1420233.500000 Penalty: 3141.879639
	Iteration 209Q: 3 clusters Score -1420234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1420234.750000 Penalty: 3141.879639
	Iteration 210Q: 3 clusters Score -1420235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1420235.250000 Penalty: 3141.879639
	Iteration 211Q: 3 clusters Score -1420235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1420237.500000 Penalty: 3141.879639
	Iteration 212Q: 3 clusters Score -1420238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1420240.250000 Penalty: 3141.879639
	Iteration 213Q: 3 clusters Score -1420240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1420238.875000 Penalty: 3141.879639
	Iteration 214Q: 3 clusters Score -1420239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1420240.625000 Penalty: 3141.879639
	Iteration 215Q: 3 clusters Score -1420241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1420240.750000 Penalty: 3141.879639
	Iteration 216Q: 3 clusters Score -1420241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1420239.875000 Penalty: 3141.879639
	Iteration 217Q: 3 clusters Score -1420240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1420240.875000 Penalty: 3141.879639
	Iteration 218Q: 3 clusters Score -1420241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1420240.625000 Penalty: 3141.879639
	Iteration 219Q: 3 clusters Score -1420241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1420241.875000 Penalty: 3141.879639
	Iteration 220F: 3 clusters Score -1420242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1420240.375000 Penalty: 3141.879639
	Iteration 221Q: 3 clusters Score -1420240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1420240.750000 Penalty: 3141.879639
	Iteration 222Q: 3 clusters Score -1420241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1420242.000000 Penalty: 3141.879639
	Iteration 223Q: 3 clusters Score -1420242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1420244.250000 Penalty: 3141.879639
	Iteration 224Q: 3 clusters Score -1420244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1420245.125000 Penalty: 3141.879639
	Iteration 225Q: 3 clusters Score -1420245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1420245.500000 Penalty: 3141.879639
	Iteration 226Q: 3 clusters Score -1420246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1420243.000000 Penalty: 3141.879639
	Iteration 227Q: 3 clusters Score -1420243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1420243.000000 Penalty: 3141.879639
	Iteration 228F: 3 clusters Score -1420243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170058 members 
Entering Unmasked Estep 
Score: -15198092.000000 Penalty: 1957.132935
	Iteration 0F: 2 clusters Score -1.519809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -15084124.000000 Penalty: 3914.265869
	Iteration 0F: 3 clusters Score -1.508412e+07 nChanged 82209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -15132332.000000 Penalty: 3914.265869
	Iteration 1F: 3 clusters Score -1.513233e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -15133753.000000 Penalty: 3914.265869
	Iteration 2Q: 3 clusters Score -1.513375e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -15136305.000000 Penalty: 3914.265869
	Iteration 3Q: 3 clusters Score -1.51363e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -15140890.000000 Penalty: 3914.265869
	Iteration 4F: 3 clusters Score -1.514089e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113058 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -15148593.000000 Penalty: 3914.265869
	Iteration 5F: 3 clusters Score -1.514859e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125833 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -15160734.000000 Penalty: 3914.265869
	Iteration 6F: 3 clusters Score -1.516073e+07 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -15175105.000000 Penalty: 3914.265869
	Iteration 7F: 3 clusters Score -1.51751e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -15186319.000000 Penalty: 3914.265869
	Iteration 8F: 3 clusters Score -1.518632e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -15191718.000000 Penalty: 3914.265869
	Iteration 9Q: 3 clusters Score -1.519172e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -15193615.000000 Penalty: 3914.265869
	Iteration 10Q: 3 clusters Score -1.519362e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -15194324.000000 Penalty: 3914.265869
	Iteration 11Q: 3 clusters Score -1.519432e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -15194687.000000 Penalty: 3914.265869
	Iteration 12Q: 3 clusters Score -1.519469e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -15194931.000000 Penalty: 3914.265869
	Iteration 13Q: 3 clusters Score -1.519493e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -15195064.000000 Penalty: 3914.265869
	Iteration 14Q: 3 clusters Score -1.519506e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -15195212.000000 Penalty: 3914.265869
	Iteration 15Q: 3 clusters Score -1.519521e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -15195311.000000 Penalty: 3914.265869
	Iteration 16Q: 3 clusters Score -1.519531e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -15195435.000000 Penalty: 3914.265869
	Iteration 17Q: 3 clusters Score -1.519544e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -15195459.000000 Penalty: 3914.265869
	Iteration 18Q: 3 clusters Score -1.519546e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158794 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -15195545.000000 Penalty: 3914.265869
	Iteration 19Q: 3 clusters Score -1.519554e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159189 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -15195568.000000 Penalty: 3914.265869
	Iteration 20F: 3 clusters Score -1.519557e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -15195669.000000 Penalty: 3914.265869
	Iteration 21Q: 3 clusters Score -1.519567e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -15195737.000000 Penalty: 3914.265869
	Iteration 22Q: 3 clusters Score -1.519574e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -15195751.000000 Penalty: 3914.265869
	Iteration 23Q: 3 clusters Score -1.519575e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160653 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -15195774.000000 Penalty: 3914.265869
	Iteration 24Q: 3 clusters Score -1.519577e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -15195868.000000 Penalty: 3914.265869
	Iteration 25Q: 3 clusters Score -1.519587e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161269 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -15195919.000000 Penalty: 3914.265869
	Iteration 26Q: 3 clusters Score -1.519592e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -15195951.000000 Penalty: 3914.265869
	Iteration 27Q: 3 clusters Score -1.519595e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -15195987.000000 Penalty: 3914.265869
	Iteration 28Q: 3 clusters Score -1.519599e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -15196059.000000 Penalty: 3914.265869
	Iteration 29Q: 3 clusters Score -1.519606e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162303 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -15196105.000000 Penalty: 3914.265869
	Iteration 30Q: 3 clusters Score -1.51961e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162518 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -15196107.000000 Penalty: 3914.265869
	Iteration 31Q: 3 clusters Score -1.519611e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162717 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -15196141.000000 Penalty: 3914.265869
	Iteration 32Q: 3 clusters Score -1.519614e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -15196159.000000 Penalty: 3914.265869
	Iteration 33Q: 3 clusters Score -1.519616e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -15196196.000000 Penalty: 3914.265869
	Iteration 34Q: 3 clusters Score -1.51962e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163214 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -15196232.000000 Penalty: 3914.265869
	Iteration 35Q: 3 clusters Score -1.519623e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163373 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -15196253.000000 Penalty: 3914.265869
	Iteration 36Q: 3 clusters Score -1.519625e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163538 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -15196273.000000 Penalty: 3914.265869
	Iteration 37Q: 3 clusters Score -1.519627e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163693 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -15196284.000000 Penalty: 3914.265869
	Iteration 38Q: 3 clusters Score -1.519628e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -15196263.000000 Penalty: 3914.265869
	Iteration 39Q: 3 clusters Score -1.519626e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -15196269.000000 Penalty: 3914.265869
	Iteration 40F: 3 clusters Score -1.519627e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164130 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -15196303.000000 Penalty: 3914.265869
	Iteration 41Q: 3 clusters Score -1.51963e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164273 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -15196350.000000 Penalty: 3914.265869
	Iteration 42Q: 3 clusters Score -1.519635e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164415 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -15196368.000000 Penalty: 3914.265869
	Iteration 43Q: 3 clusters Score -1.519637e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -15196411.000000 Penalty: 3914.265869
	Iteration 44Q: 3 clusters Score -1.519641e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164675 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -15196409.000000 Penalty: 3914.265869
	Iteration 45Q: 3 clusters Score -1.519641e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164777 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -15196421.000000 Penalty: 3914.265869
	Iteration 46Q: 3 clusters Score -1.519642e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -15196445.000000 Penalty: 3914.265869
	Iteration 47Q: 3 clusters Score -1.519644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164983 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -15196461.000000 Penalty: 3914.265869
	Iteration 48Q: 3 clusters Score -1.519646e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165074 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -15196456.000000 Penalty: 3914.265869
	Iteration 49Q: 3 clusters Score -1.519646e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -15196467.000000 Penalty: 3914.265869
	Iteration 50Q: 3 clusters Score -1.519647e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165245 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -15196459.000000 Penalty: 3914.265869
	Iteration 51Q: 3 clusters Score -1.519646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -15196488.000000 Penalty: 3914.265869
	Iteration 52Q: 3 clusters Score -1.519649e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -15196508.000000 Penalty: 3914.265869
	Iteration 53Q: 3 clusters Score -1.519651e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -15196501.000000 Penalty: 3914.265869
	Iteration 54Q: 3 clusters Score -1.51965e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -15196526.000000 Penalty: 3914.265869
	Iteration 55Q: 3 clusters Score -1.519653e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -15196553.000000 Penalty: 3914.265869
	Iteration 56Q: 3 clusters Score -1.519655e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -15196565.000000 Penalty: 3914.265869
	Iteration 57Q: 3 clusters Score -1.519656e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -15196555.000000 Penalty: 3914.265869
	Iteration 58Q: 3 clusters Score -1.519656e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165893 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -15196545.000000 Penalty: 3914.265869
	Iteration 59Q: 3 clusters Score -1.519654e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -15196592.000000 Penalty: 3914.265869
	Iteration 60F: 3 clusters Score -1.519659e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166017 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -15196564.000000 Penalty: 3914.265869
	Iteration 61Q: 3 clusters Score -1.519656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166075 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -15196602.000000 Penalty: 3914.265869
	Iteration 62Q: 3 clusters Score -1.51966e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -15196596.000000 Penalty: 3914.265869
	Iteration 63Q: 3 clusters Score -1.51966e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166177 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -15196606.000000 Penalty: 3914.265869
	Iteration 64Q: 3 clusters Score -1.519661e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166224 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -15196608.000000 Penalty: 3914.265869
	Iteration 65Q: 3 clusters Score -1.519661e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166276 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -15196622.000000 Penalty: 3914.265869
	Iteration 66Q: 3 clusters Score -1.519662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166328 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -15196658.000000 Penalty: 3914.265869
	Iteration 67Q: 3 clusters Score -1.519666e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -15196654.000000 Penalty: 3914.265869
	Iteration 68Q: 3 clusters Score -1.519665e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -15196691.000000 Penalty: 3914.265869
	Iteration 69Q: 3 clusters Score -1.519669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166483 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -15196694.000000 Penalty: 3914.265869
	Iteration 70Q: 3 clusters Score -1.519669e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166531 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -15196707.000000 Penalty: 3914.265869
	Iteration 71Q: 3 clusters Score -1.519671e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -15196731.000000 Penalty: 3914.265869
	Iteration 72Q: 3 clusters Score -1.519673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166622 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -15196719.000000 Penalty: 3914.265869
	Iteration 73Q: 3 clusters Score -1.519672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -15196714.000000 Penalty: 3914.265869
	Iteration 74Q: 3 clusters Score -1.519671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -15196733.000000 Penalty: 3914.265869
	Iteration 75Q: 3 clusters Score -1.519673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -15196739.000000 Penalty: 3914.265869
	Iteration 76Q: 3 clusters Score -1.519674e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166803 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -15196750.000000 Penalty: 3914.265869
	Iteration 77Q: 3 clusters Score -1.519675e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -15196769.000000 Penalty: 3914.265869
	Iteration 78Q: 3 clusters Score -1.519677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166888 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -15196776.000000 Penalty: 3914.265869
	Iteration 79Q: 3 clusters Score -1.519678e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166924 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -15196779.000000 Penalty: 3914.265869
	Iteration 80F: 3 clusters Score -1.519678e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -15196780.000000 Penalty: 3914.265869
	Iteration 81Q: 3 clusters Score -1.519678e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167007 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -15196812.000000 Penalty: 3914.265869
	Iteration 82Q: 3 clusters Score -1.519681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167042 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -15196820.000000 Penalty: 3914.265869
	Iteration 83Q: 3 clusters Score -1.519682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167075 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -15196821.000000 Penalty: 3914.265869
	Iteration 84Q: 3 clusters Score -1.519682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167104 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -15196815.000000 Penalty: 3914.265869
	Iteration 85Q: 3 clusters Score -1.519682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167129 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -15196820.000000 Penalty: 3914.265869
	Iteration 86Q: 3 clusters Score -1.519682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167154 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -15196820.000000 Penalty: 3914.265869
	Iteration 87Q: 3 clusters Score -1.519682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -15196828.000000 Penalty: 3914.265869
	Iteration 88Q: 3 clusters Score -1.519683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167203 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -15196823.000000 Penalty: 3914.265869
	Iteration 89Q: 3 clusters Score -1.519682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167223 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -15196826.000000 Penalty: 3914.265869
	Iteration 90Q: 3 clusters Score -1.519683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167241 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -15196834.000000 Penalty: 3914.265869
	Iteration 91Q: 3 clusters Score -1.519683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167260 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -15196832.000000 Penalty: 3914.265869
	Iteration 92Q: 3 clusters Score -1.519683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167269 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -15196826.000000 Penalty: 3914.265869
	Iteration 93Q: 3 clusters Score -1.519683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -15196825.000000 Penalty: 3914.265869
	Iteration 94Q: 3 clusters Score -1.519682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -15196819.000000 Penalty: 3914.265869
	Iteration 95Q: 3 clusters Score -1.519682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167288 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -15196806.000000 Penalty: 3914.265869
	Iteration 96Q: 3 clusters Score -1.519681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -15196806.000000 Penalty: 3914.265869
	Iteration 97Q: 3 clusters Score -1.519681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -15196809.000000 Penalty: 3914.265869
	Iteration 98Q: 3 clusters Score -1.519681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167293 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -15196815.000000 Penalty: 3914.265869
	Iteration 99Q: 3 clusters Score -1.519682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167293 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -15196814.000000 Penalty: 3914.265869
	Iteration 100F: 3 clusters Score -1.519681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -15196824.000000 Penalty: 3914.265869
	Iteration 101Q: 3 clusters Score -1.519682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167295 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15196824.000000 Penalty: 3914.265869
	Iteration 102Q: 3 clusters Score -1.519682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15196805.000000 Penalty: 3914.265869
	Iteration 103Q: 3 clusters Score -1.51968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167298 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -15196810.000000 Penalty: 3914.265869
	Iteration 104Q: 3 clusters Score -1.519681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167298 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -15196810.000000 Penalty: 3914.265869
	Iteration 105F: 3 clusters Score -1.519681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Entering Unmasked Estep 
Score: -1325333.750000 Penalty: 1551.554199
	Iteration 0F: 2 clusters Score -1325334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1315619.375000 Penalty: 3103.108398
	Iteration 0F: 3 clusters Score -1315619 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1319002.125000 Penalty: 3103.108398
	Iteration 1F: 3 clusters Score -1319002 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1319311.375000 Penalty: 3103.108398
	Iteration 2F: 3 clusters Score -1319311 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1319618.000000 Penalty: 3103.108398
	Iteration 3Q: 3 clusters Score -1319618 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1319960.500000 Penalty: 3103.108398
	Iteration 4Q: 3 clusters Score -1319960 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1320356.500000 Penalty: 3103.108398
	Iteration 5Q: 3 clusters Score -1320356 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1320826.125000 Penalty: 3103.108398
	Iteration 6F: 3 clusters Score -1320826 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1321328.375000 Penalty: 3103.108398
	Iteration 7F: 3 clusters Score -1321328 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1321844.250000 Penalty: 3103.108398
	Iteration 8Q: 3 clusters Score -1321844 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1322225.500000 Penalty: 3103.108398
	Iteration 9Q: 3 clusters Score -1322226 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1322473.000000 Penalty: 3103.108398
	Iteration 10Q: 3 clusters Score -1322473 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1322679.250000 Penalty: 3103.108398
	Iteration 11Q: 3 clusters Score -1322679 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1322838.750000 Penalty: 3103.108398
	Iteration 12Q: 3 clusters Score -1322839 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1322991.625000 Penalty: 3103.108398
	Iteration 13Q: 3 clusters Score -1322992 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1323129.625000 Penalty: 3103.108398
	Iteration 14Q: 3 clusters Score -1323130 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1323236.125000 Penalty: 3103.108398
	Iteration 15Q: 3 clusters Score -1323236 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1323313.000000 Penalty: 3103.108398
	Iteration 16Q: 3 clusters Score -1323313 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1323374.500000 Penalty: 3103.108398
	Iteration 17Q: 3 clusters Score -1323374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1323423.750000 Penalty: 3103.108398
	Iteration 18Q: 3 clusters Score -1323424 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1323473.375000 Penalty: 3103.108398
	Iteration 19Q: 3 clusters Score -1323473 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1323522.750000 Penalty: 3103.108398
	Iteration 20F: 3 clusters Score -1323523 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1323567.125000 Penalty: 3103.108398
	Iteration 21Q: 3 clusters Score -1323567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1323596.625000 Penalty: 3103.108398
	Iteration 22Q: 3 clusters Score -1323597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1323621.625000 Penalty: 3103.108398
	Iteration 23Q: 3 clusters Score -1323622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1323650.000000 Penalty: 3103.108398
	Iteration 24Q: 3 clusters Score -1323650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1323668.125000 Penalty: 3103.108398
	Iteration 25Q: 3 clusters Score -1323668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1323674.375000 Penalty: 3103.108398
	Iteration 26Q: 3 clusters Score -1323674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1323690.500000 Penalty: 3103.108398
	Iteration 27Q: 3 clusters Score -1323690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1323706.000000 Penalty: 3103.108398
	Iteration 28Q: 3 clusters Score -1323706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1323712.000000 Penalty: 3103.108398
	Iteration 29Q: 3 clusters Score -1323712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1323728.750000 Penalty: 3103.108398
	Iteration 30Q: 3 clusters Score -1323729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1323744.375000 Penalty: 3103.108398
	Iteration 31Q: 3 clusters Score -1323744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1323756.625000 Penalty: 3103.108398
	Iteration 32Q: 3 clusters Score -1323757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1323764.000000 Penalty: 3103.108398
	Iteration 33Q: 3 clusters Score -1323764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1323783.250000 Penalty: 3103.108398
	Iteration 34Q: 3 clusters Score -1323783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1323804.500000 Penalty: 3103.108398
	Iteration 35Q: 3 clusters Score -1323804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1323817.750000 Penalty: 3103.108398
	Iteration 36Q: 3 clusters Score -1323818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1323831.500000 Penalty: 3103.108398
	Iteration 37Q: 3 clusters Score -1323832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1323848.500000 Penalty: 3103.108398
	Iteration 38Q: 3 clusters Score -1323848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1323858.250000 Penalty: 3103.108398
	Iteration 39Q: 3 clusters Score -1323858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1323865.000000 Penalty: 3103.108398
	Iteration 40F: 3 clusters Score -1323865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1323876.000000 Penalty: 3103.108398
	Iteration 41Q: 3 clusters Score -1323876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1323885.875000 Penalty: 3103.108398
	Iteration 42Q: 3 clusters Score -1323886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1323894.250000 Penalty: 3103.108398
	Iteration 43Q: 3 clusters Score -1323894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1323903.625000 Penalty: 3103.108398
	Iteration 44Q: 3 clusters Score -1323904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1323913.625000 Penalty: 3103.108398
	Iteration 45Q: 3 clusters Score -1323914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1323919.750000 Penalty: 3103.108398
	Iteration 46Q: 3 clusters Score -1323920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1323924.125000 Penalty: 3103.108398
	Iteration 47Q: 3 clusters Score -1323924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1323930.375000 Penalty: 3103.108398
	Iteration 48Q: 3 clusters Score -1323930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1323935.125000 Penalty: 3103.108398
	Iteration 49Q: 3 clusters Score -1323935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1323944.375000 Penalty: 3103.108398
	Iteration 50Q: 3 clusters Score -1323944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1323946.875000 Penalty: 3103.108398
	Iteration 51Q: 3 clusters Score -1323947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1323953.250000 Penalty: 3103.108398
	Iteration 52Q: 3 clusters Score -1323953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1323958.000000 Penalty: 3103.108398
	Iteration 53Q: 3 clusters Score -1323958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1323958.875000 Penalty: 3103.108398
	Iteration 54Q: 3 clusters Score -1323959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1323962.250000 Penalty: 3103.108398
	Iteration 55Q: 3 clusters Score -1323962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1323963.625000 Penalty: 3103.108398
	Iteration 56Q: 3 clusters Score -1323964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1323968.500000 Penalty: 3103.108398
	Iteration 57Q: 3 clusters Score -1323968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1323968.875000 Penalty: 3103.108398
	Iteration 58Q: 3 clusters Score -1323969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1323971.750000 Penalty: 3103.108398
	Iteration 59Q: 3 clusters Score -1323972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1323974.875000 Penalty: 3103.108398
	Iteration 60F: 3 clusters Score -1323975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1323975.250000 Penalty: 3103.108398
	Iteration 61Q: 3 clusters Score -1323975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1323977.250000 Penalty: 3103.108398
	Iteration 62Q: 3 clusters Score -1323977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1323978.250000 Penalty: 3103.108398
	Iteration 63Q: 3 clusters Score -1323978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1323978.375000 Penalty: 3103.108398
	Iteration 64Q: 3 clusters Score -1323978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1323980.000000 Penalty: 3103.108398
	Iteration 65Q: 3 clusters Score -1323980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1323980.250000 Penalty: 3103.108398
	Iteration 66Q: 3 clusters Score -1323980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1323980.500000 Penalty: 3103.108398
	Iteration 67Q: 3 clusters Score -1323980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1323982.375000 Penalty: 3103.108398
	Iteration 68Q: 3 clusters Score -1323982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1323981.375000 Penalty: 3103.108398
	Iteration 69Q: 3 clusters Score -1323981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1323981.375000 Penalty: 3103.108398
	Iteration 70Q: 3 clusters Score -1323981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1323980.250000 Penalty: 3103.108398
	Iteration 71Q: 3 clusters Score -1323980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1323980.250000 Penalty: 3103.108398
	Iteration 72F: 3 clusters Score -1323980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Entering Unmasked Estep 
Score: -604380.062500 Penalty: 1429.355957
	Iteration 0F: 2 clusters Score -604380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -599386.750000 Penalty: 2858.711914
	Iteration 0F: 3 clusters Score -599386.8 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -600882.750000 Penalty: 2858.711914
	Iteration 1F: 3 clusters Score -600882.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -601094.812500 Penalty: 2858.711914
	Iteration 2F: 3 clusters Score -601094.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -601258.875000 Penalty: 2858.711914
	Iteration 3F: 3 clusters Score -601258.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -601391.500000 Penalty: 2858.711914
	Iteration 4Q: 3 clusters Score -601391.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -601528.250000 Penalty: 2858.711914
	Iteration 5Q: 3 clusters Score -601528.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -601658.750000 Penalty: 2858.711914
	Iteration 6Q: 3 clusters Score -601658.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -601797.562500 Penalty: 2858.711914
	Iteration 7Q: 3 clusters Score -601797.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -601934.875000 Penalty: 2858.711914
	Iteration 8Q: 3 clusters Score -601934.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -602079.437500 Penalty: 2858.711914
	Iteration 9Q: 3 clusters Score -602079.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -602262.750000 Penalty: 2858.711914
	Iteration 10Q: 3 clusters Score -602262.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -602445.625000 Penalty: 2858.711914
	Iteration 11Q: 3 clusters Score -602445.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -602593.750000 Penalty: 2858.711914
	Iteration 12Q: 3 clusters Score -602593.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -602695.750000 Penalty: 2858.711914
	Iteration 13Q: 3 clusters Score -602695.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -602759.625000 Penalty: 2858.711914
	Iteration 14Q: 3 clusters Score -602759.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -602817.062500 Penalty: 2858.711914
	Iteration 15Q: 3 clusters Score -602817.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -602862.000000 Penalty: 2858.711914
	Iteration 16Q: 3 clusters Score -602862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -602894.437500 Penalty: 2858.711914
	Iteration 17Q: 3 clusters Score -602894.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -602921.437500 Penalty: 2858.711914
	Iteration 18Q: 3 clusters Score -602921.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -602941.937500 Penalty: 2858.711914
	Iteration 19Q: 3 clusters Score -602941.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -602954.875000 Penalty: 2858.711914
	Iteration 20F: 3 clusters Score -602954.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -602972.937500 Penalty: 2858.711914
	Iteration 21Q: 3 clusters Score -602972.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -602991.625000 Penalty: 2858.711914
	Iteration 22Q: 3 clusters Score -602991.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -603000.250000 Penalty: 2858.711914
	Iteration 23Q: 3 clusters Score -603000.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -603007.187500 Penalty: 2858.711914
	Iteration 24Q: 3 clusters Score -603007.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -603014.312500 Penalty: 2858.711914
	Iteration 25Q: 3 clusters Score -603014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -603017.250000 Penalty: 2858.711914
	Iteration 26Q: 3 clusters Score -603017.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -603019.812500 Penalty: 2858.711914
	Iteration 27Q: 3 clusters Score -603019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -603022.062500 Penalty: 2858.711914
	Iteration 28Q: 3 clusters Score -603022.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -603021.812500 Penalty: 2858.711914
	Iteration 29Q: 3 clusters Score -603021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -603022.750000 Penalty: 2858.711914
	Iteration 30Q: 3 clusters Score -603022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -603022.750000 Penalty: 2858.711914
	Iteration 31Q: 3 clusters Score -603022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -603022.500000 Penalty: 2858.711914
	Iteration 32Q: 3 clusters Score -603022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -603022.750000 Penalty: 2858.711914
	Iteration 33Q: 3 clusters Score -603022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -603022.687500 Penalty: 2858.711914
	Iteration 34Q: 3 clusters Score -603022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -603024.375000 Penalty: 2858.711914
	Iteration 35Q: 3 clusters Score -603024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -603024.812500 Penalty: 2858.711914
	Iteration 36Q: 3 clusters Score -603024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -603024.750000 Penalty: 2858.711914
	Iteration 37Q: 3 clusters Score -603024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -603025.437500 Penalty: 2858.711914
	Iteration 38Q: 3 clusters Score -603025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -603025.812500 Penalty: 2858.711914
	Iteration 39Q: 3 clusters Score -603025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -603026.812500 Penalty: 2858.711914
	Iteration 40F: 3 clusters Score -603026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -603027.187500 Penalty: 2858.711914
	Iteration 41Q: 3 clusters Score -603027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -603028.062500 Penalty: 2858.711914
	Iteration 42Q: 3 clusters Score -603028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -603027.250000 Penalty: 2858.711914
	Iteration 43Q: 3 clusters Score -603027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -603028.000000 Penalty: 2858.711914
	Iteration 44Q: 3 clusters Score -603028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -603028.812500 Penalty: 2858.711914
	Iteration 45Q: 3 clusters Score -603028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -603028.562500 Penalty: 2858.711914
	Iteration 46Q: 3 clusters Score -603028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -603029.250000 Penalty: 2858.711914
	Iteration 47Q: 3 clusters Score -603029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -603032.562500 Penalty: 2858.711914
	Iteration 48Q: 3 clusters Score -603032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -603030.875000 Penalty: 2858.711914
	Iteration 49Q: 3 clusters Score -603030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -603031.000000 Penalty: 2858.711914
	Iteration 50Q: 3 clusters Score -603031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -603030.875000 Penalty: 2858.711914
	Iteration 51Q: 3 clusters Score -603030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -603031.125000 Penalty: 2858.711914
	Iteration 52Q: 3 clusters Score -603031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -603031.437500 Penalty: 2858.711914
	Iteration 53Q: 3 clusters Score -603031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -603031.437500 Penalty: 2858.711914
	Iteration 54F: 3 clusters Score -603031.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Entering Unmasked Estep 
Score: -2131963.000000 Penalty: 1627.645508
	Iteration 0F: 2 clusters Score -2131963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2116809.500000 Penalty: 3255.291016
	Iteration 0F: 3 clusters Score -2116810 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2122376.750000 Penalty: 3255.291016
	Iteration 1F: 3 clusters Score -2122377 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2122634.250000 Penalty: 3255.291016
	Iteration 2Q: 3 clusters Score -2122634 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2122823.750000 Penalty: 3255.291016
	Iteration 3Q: 3 clusters Score -2122824 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2122996.500000 Penalty: 3255.291016
	Iteration 4Q: 3 clusters Score -2122996 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2123112.500000 Penalty: 3255.291016
	Iteration 5Q: 3 clusters Score -2123112 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2123223.000000 Penalty: 3255.291016
	Iteration 6Q: 3 clusters Score -2123223 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2123303.250000 Penalty: 3255.291016
	Iteration 7Q: 3 clusters Score -2123303 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2123382.000000 Penalty: 3255.291016
	Iteration 8Q: 3 clusters Score -2123382 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2123459.500000 Penalty: 3255.291016
	Iteration 9Q: 3 clusters Score -2123460 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2123526.250000 Penalty: 3255.291016
	Iteration 10Q: 3 clusters Score -2123526 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2123603.750000 Penalty: 3255.291016
	Iteration 11Q: 3 clusters Score -2123604 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2123665.750000 Penalty: 3255.291016
	Iteration 12Q: 3 clusters Score -2123666 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2123762.500000 Penalty: 3255.291016
	Iteration 13Q: 3 clusters Score -2123762 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2123902.500000 Penalty: 3255.291016
	Iteration 14Q: 3 clusters Score -2123902 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2124135.000000 Penalty: 3255.291016
	Iteration 15Q: 3 clusters Score -2124135 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2124523.750000 Penalty: 3255.291016
	Iteration 16Q: 3 clusters Score -2124524 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2125170.750000 Penalty: 3255.291016
	Iteration 17F: 3 clusters Score -2125171 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2126077.500000 Penalty: 3255.291016
	Iteration 18F: 3 clusters Score -2126078 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2127243.250000 Penalty: 3255.291016
	Iteration 19F: 3 clusters Score -2127243 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2128452.500000 Penalty: 3255.291016
	Iteration 20F: 3 clusters Score -2128452 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2129397.500000 Penalty: 3255.291016
	Iteration 21Q: 3 clusters Score -2129398 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2129994.500000 Penalty: 3255.291016
	Iteration 22Q: 3 clusters Score -2129994 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2130267.500000 Penalty: 3255.291016
	Iteration 23Q: 3 clusters Score -2130268 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2130406.750000 Penalty: 3255.291016
	Iteration 24Q: 3 clusters Score -2130407 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2130496.750000 Penalty: 3255.291016
	Iteration 25Q: 3 clusters Score -2130497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2130540.750000 Penalty: 3255.291016
	Iteration 26Q: 3 clusters Score -2130541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2130568.250000 Penalty: 3255.291016
	Iteration 27Q: 3 clusters Score -2130568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2130601.500000 Penalty: 3255.291016
	Iteration 28Q: 3 clusters Score -2130602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2130613.000000 Penalty: 3255.291016
	Iteration 29Q: 3 clusters Score -2130613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2130618.250000 Penalty: 3255.291016
	Iteration 30Q: 3 clusters Score -2130618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2130622.250000 Penalty: 3255.291016
	Iteration 31Q: 3 clusters Score -2130622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2130624.250000 Penalty: 3255.291016
	Iteration 32Q: 3 clusters Score -2130624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2130626.250000 Penalty: 3255.291016
	Iteration 33Q: 3 clusters Score -2130626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2130627.000000 Penalty: 3255.291016
	Iteration 34Q: 3 clusters Score -2130627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2130633.750000 Penalty: 3255.291016
	Iteration 35Q: 3 clusters Score -2130634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2130635.000000 Penalty: 3255.291016
	Iteration 36Q: 3 clusters Score -2130635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2130638.750000 Penalty: 3255.291016
	Iteration 37F: 3 clusters Score -2130639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2130641.250000 Penalty: 3255.291016
	Iteration 38Q: 3 clusters Score -2130641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2130641.500000 Penalty: 3255.291016
	Iteration 39Q: 3 clusters Score -2130642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2130641.500000 Penalty: 3255.291016
	Iteration 40F: 3 clusters Score -2130642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -286712.500000 Penalty: 1319.063232
	Iteration 0F: 2 clusters Score -286712.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -283714.843750 Penalty: 2638.126465
	Iteration 0F: 3 clusters Score -283714.8 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -284490.687500 Penalty: 2638.126465
	Iteration 1F: 3 clusters Score -284490.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -284634.687500 Penalty: 2638.126465
	Iteration 2F: 3 clusters Score -284634.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -284712.875000 Penalty: 2638.126465
	Iteration 3Q: 3 clusters Score -284712.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -284763.250000 Penalty: 2638.126465
	Iteration 4Q: 3 clusters Score -284763.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -284796.125000 Penalty: 2638.126465
	Iteration 5Q: 3 clusters Score -284796.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -284817.968750 Penalty: 2638.126465
	Iteration 6Q: 3 clusters Score -284818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -284841.468750 Penalty: 2638.126465
	Iteration 7Q: 3 clusters Score -284841.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284863.437500 Penalty: 2638.126465
	Iteration 8Q: 3 clusters Score -284863.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -284891.343750 Penalty: 2638.126465
	Iteration 9Q: 3 clusters Score -284891.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -284913.812500 Penalty: 2638.126465
	Iteration 10Q: 3 clusters Score -284913.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -284928.812500 Penalty: 2638.126465
	Iteration 11Q: 3 clusters Score -284928.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -284942.250000 Penalty: 2638.126465
	Iteration 12Q: 3 clusters Score -284942.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -284963.562500 Penalty: 2638.126465
	Iteration 13Q: 3 clusters Score -284963.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -284979.687500 Penalty: 2638.126465
	Iteration 14Q: 3 clusters Score -284979.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -285000.031250 Penalty: 2638.126465
	Iteration 15Q: 3 clusters Score -285000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -285024.875000 Penalty: 2638.126465
	Iteration 16Q: 3 clusters Score -285024.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -285044.125000 Penalty: 2638.126465
	Iteration 17Q: 3 clusters Score -285044.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -285061.687500 Penalty: 2638.126465
	Iteration 18Q: 3 clusters Score -285061.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -285083.031250 Penalty: 2638.126465
	Iteration 19Q: 3 clusters Score -285083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285108.625000 Penalty: 2638.126465
	Iteration 20F: 3 clusters Score -285108.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -285141.968750 Penalty: 2638.126465
	Iteration 21Q: 3 clusters Score -285142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -285180.062500 Penalty: 2638.126465
	Iteration 22Q: 3 clusters Score -285180.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -285211.093750 Penalty: 2638.126465
	Iteration 23Q: 3 clusters Score -285211.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -285253.718750 Penalty: 2638.126465
	Iteration 24Q: 3 clusters Score -285253.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -285301.031250 Penalty: 2638.126465
	Iteration 25Q: 3 clusters Score -285301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -285367.718750 Penalty: 2638.126465
	Iteration 26Q: 3 clusters Score -285367.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -285406.562500 Penalty: 2638.126465
	Iteration 27Q: 3 clusters Score -285406.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -285448.656250 Penalty: 2638.126465
	Iteration 28Q: 3 clusters Score -285448.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -285494.281250 Penalty: 2638.126465
	Iteration 29Q: 3 clusters Score -285494.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -285534.687500 Penalty: 2638.126465
	Iteration 30Q: 3 clusters Score -285534.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -285565.531250 Penalty: 2638.126465
	Iteration 31Q: 3 clusters Score -285565.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -285589.812500 Penalty: 2638.126465
	Iteration 32Q: 3 clusters Score -285589.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -285618.656250 Penalty: 2638.126465
	Iteration 33Q: 3 clusters Score -285618.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -285644.562500 Penalty: 2638.126465
	Iteration 34Q: 3 clusters Score -285644.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -285668.812500 Penalty: 2638.126465
	Iteration 35Q: 3 clusters Score -285668.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -285692.062500 Penalty: 2638.126465
	Iteration 36Q: 3 clusters Score -285692.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -285711.656250 Penalty: 2638.126465
	Iteration 37Q: 3 clusters Score -285711.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -285724.312500 Penalty: 2638.126465
	Iteration 38Q: 3 clusters Score -285724.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -285730.625000 Penalty: 2638.126465
	Iteration 39Q: 3 clusters Score -285730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -285732.343750 Penalty: 2638.126465
	Iteration 40F: 3 clusters Score -285732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -285735.375000 Penalty: 2638.126465
	Iteration 41Q: 3 clusters Score -285735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -285737.281250 Penalty: 2638.126465
	Iteration 42Q: 3 clusters Score -285737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -285739.375000 Penalty: 2638.126465
	Iteration 43Q: 3 clusters Score -285739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -285742.125000 Penalty: 2638.126465
	Iteration 44Q: 3 clusters Score -285742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -285743.656250 Penalty: 2638.126465
	Iteration 45Q: 3 clusters Score -285743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -285745.718750 Penalty: 2638.126465
	Iteration 46Q: 3 clusters Score -285745.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -285747.125000 Penalty: 2638.126465
	Iteration 47Q: 3 clusters Score -285747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -285749.187500 Penalty: 2638.126465
	Iteration 48Q: 3 clusters Score -285749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -285749.875000 Penalty: 2638.126465
	Iteration 49Q: 3 clusters Score -285749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -285753.156250 Penalty: 2638.126465
	Iteration 50Q: 3 clusters Score -285753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -285753.156250 Penalty: 2638.126465
	Iteration 51F: 3 clusters Score -285753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Entering Unmasked Estep 
Score: -562654.187500 Penalty: 1423.955322
	Iteration 0F: 2 clusters Score -562654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -557828.937500 Penalty: 2847.910645
	Iteration 0F: 3 clusters Score -557828.9 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -559303.875000 Penalty: 2847.910645
	Iteration 1F: 3 clusters Score -559303.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -559558.000000 Penalty: 2847.910645
	Iteration 2F: 3 clusters Score -559558 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -559836.125000 Penalty: 2847.910645
	Iteration 3F: 3 clusters Score -559836.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -560204.187500 Penalty: 2847.910645
	Iteration 4F: 3 clusters Score -560204.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -560616.625000 Penalty: 2847.910645
	Iteration 5F: 3 clusters Score -560616.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -560967.812500 Penalty: 2847.910645
	Iteration 6F: 3 clusters Score -560967.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -561246.375000 Penalty: 2847.910645
	Iteration 7F: 3 clusters Score -561246.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -561474.125000 Penalty: 2847.910645
	Iteration 8Q: 3 clusters Score -561474.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -561685.250000 Penalty: 2847.910645
	Iteration 9Q: 3 clusters Score -561685.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -561840.687500 Penalty: 2847.910645
	Iteration 10Q: 3 clusters Score -561840.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -561990.250000 Penalty: 2847.910645
	Iteration 11Q: 3 clusters Score -561990.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -562145.312500 Penalty: 2847.910645
	Iteration 12Q: 3 clusters Score -562145.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -562296.875000 Penalty: 2847.910645
	Iteration 13Q: 3 clusters Score -562296.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -562394.625000 Penalty: 2847.910645
	Iteration 14Q: 3 clusters Score -562394.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -562459.500000 Penalty: 2847.910645
	Iteration 15Q: 3 clusters Score -562459.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -562503.937500 Penalty: 2847.910645
	Iteration 16Q: 3 clusters Score -562503.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -562541.437500 Penalty: 2847.910645
	Iteration 17Q: 3 clusters Score -562541.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -562573.562500 Penalty: 2847.910645
	Iteration 18Q: 3 clusters Score -562573.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -562595.750000 Penalty: 2847.910645
	Iteration 19Q: 3 clusters Score -562595.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -562620.187500 Penalty: 2847.910645
	Iteration 20F: 3 clusters Score -562620.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -562639.500000 Penalty: 2847.910645
	Iteration 21Q: 3 clusters Score -562639.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -562655.875000 Penalty: 2847.910645
	Iteration 22Q: 3 clusters Score -562655.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -562681.125000 Penalty: 2847.910645
	Iteration 23Q: 3 clusters Score -562681.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -562698.187500 Penalty: 2847.910645
	Iteration 24Q: 3 clusters Score -562698.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -562711.187500 Penalty: 2847.910645
	Iteration 25Q: 3 clusters Score -562711.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -562725.125000 Penalty: 2847.910645
	Iteration 26Q: 3 clusters Score -562725.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -562735.375000 Penalty: 2847.910645
	Iteration 27Q: 3 clusters Score -562735.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -562744.062500 Penalty: 2847.910645
	Iteration 28Q: 3 clusters Score -562744.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -562753.812500 Penalty: 2847.910645
	Iteration 29Q: 3 clusters Score -562753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -562763.375000 Penalty: 2847.910645
	Iteration 30Q: 3 clusters Score -562763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -562770.062500 Penalty: 2847.910645
	Iteration 31Q: 3 clusters Score -562770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -562772.500000 Penalty: 2847.910645
	Iteration 32Q: 3 clusters Score -562772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -562773.625000 Penalty: 2847.910645
	Iteration 33Q: 3 clusters Score -562773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -562773.750000 Penalty: 2847.910645
	Iteration 34Q: 3 clusters Score -562773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -562775.437500 Penalty: 2847.910645
	Iteration 35Q: 3 clusters Score -562775.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -562776.375000 Penalty: 2847.910645
	Iteration 36Q: 3 clusters Score -562776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -562778.187500 Penalty: 2847.910645
	Iteration 37Q: 3 clusters Score -562778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -562778.000000 Penalty: 2847.910645
	Iteration 38Q: 3 clusters Score -562778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -562778.000000 Penalty: 2847.910645
	Iteration 39F: 3 clusters Score -562778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14017 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120958 members 
Mstep: Class 25 contains 5392 members 
Entering Unmasked Estep 
Score: -51586872.000000 Penalty: 53892.246094
Splitting cluster 22 changes total score from -51587568.000000 to -51586872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -219136.250000 Penalty: 1280.692139
	Iteration 0F: 2 clusters Score -219136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -216644.296875 Penalty: 2561.384277
	Iteration 0F: 3 clusters Score -216644.3 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -217276.968750 Penalty: 2561.384277
	Iteration 1F: 3 clusters Score -217277 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -217457.218750 Penalty: 2561.384277
	Iteration 2F: 3 clusters Score -217457.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -217619.406250 Penalty: 2561.384277
	Iteration 3F: 3 clusters Score -217619.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -217808.890625 Penalty: 2561.384277
	Iteration 4F: 3 clusters Score -217808.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -218012.640625 Penalty: 2561.384277
	Iteration 5F: 3 clusters Score -218012.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -218222.171875 Penalty: 2561.384277
	Iteration 6F: 3 clusters Score -218222.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -218384.062500 Penalty: 2561.384277
	Iteration 7F: 3 clusters Score -218384.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -218498.671875 Penalty: 2561.384277
	Iteration 8Q: 3 clusters Score -218498.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -218554.406250 Penalty: 2561.384277
	Iteration 9Q: 3 clusters Score -218554.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -218583.968750 Penalty: 2561.384277
	Iteration 10Q: 3 clusters Score -218584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -218602.296875 Penalty: 2561.384277
	Iteration 11Q: 3 clusters Score -218602.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -218613.609375 Penalty: 2561.384277
	Iteration 12Q: 3 clusters Score -218613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -218620.109375 Penalty: 2561.384277
	Iteration 13Q: 3 clusters Score -218620.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -218626.140625 Penalty: 2561.384277
	Iteration 14Q: 3 clusters Score -218626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -218632.453125 Penalty: 2561.384277
	Iteration 15Q: 3 clusters Score -218632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -218636.406250 Penalty: 2561.384277
	Iteration 16Q: 3 clusters Score -218636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -218637.281250 Penalty: 2561.384277
	Iteration 17Q: 3 clusters Score -218637.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -218637.281250 Penalty: 2561.384277
	Iteration 18F: 3 clusters Score -218637.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (120958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Entering Unmasked Estep 
Score: -11428802.000000 Penalty: 1901.769775
	Iteration 0F: 2 clusters Score -1.14288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -11348052.000000 Penalty: 3803.539551
	Iteration 0F: 3 clusters Score -1.134805e+07 nChanged 58032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -11381699.000000 Penalty: 3803.539551
	Iteration 1F: 3 clusters Score -1.13817e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -11382603.000000 Penalty: 3803.539551
	Iteration 2Q: 3 clusters Score -1.13826e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -11383962.000000 Penalty: 3803.539551
	Iteration 3Q: 3 clusters Score -1.138396e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -11386687.000000 Penalty: 3803.539551
	Iteration 4Q: 3 clusters Score -1.138669e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -11391887.000000 Penalty: 3803.539551
	Iteration 5F: 3 clusters Score -1.139189e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -11400250.000000 Penalty: 3803.539551
	Iteration 6F: 3 clusters Score -1.140025e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -11411096.000000 Penalty: 3803.539551
	Iteration 7F: 3 clusters Score -1.14111e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 113512 members 
Entering Unmasked Estep 
Score: -11419999.000000 Penalty: 3803.539551
	Iteration 8F: 3 clusters Score -1.142e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -11424597.000000 Penalty: 3803.539551
	Iteration 9Q: 3 clusters Score -1.14246e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 119953 members 
Entering Unmasked Estep 
Score: -11426291.000000 Penalty: 3803.539551
	Iteration 10Q: 3 clusters Score -1.142629e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -11426827.000000 Penalty: 3803.539551
	Iteration 11Q: 3 clusters Score -1.142683e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -11427046.000000 Penalty: 3803.539551
	Iteration 12Q: 3 clusters Score -1.142705e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 120645 members 
Entering Unmasked Estep 
Score: -11427116.000000 Penalty: 3803.539551
	Iteration 13Q: 3 clusters Score -1.142712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 120660 members 
Entering Unmasked Estep 
Score: -11427179.000000 Penalty: 3803.539551
	Iteration 14Q: 3 clusters Score -1.142718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -11427179.000000 Penalty: 3803.539551
	Iteration 15Q: 3 clusters Score -1.142718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 120673 members 
Entering Unmasked Estep 
Score: -11427195.000000 Penalty: 3803.539551
	Iteration 16Q: 3 clusters Score -1.14272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 120680 members 
Entering Unmasked Estep 
Score: -11427190.000000 Penalty: 3803.539551
	Iteration 17Q: 3 clusters Score -1.142719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 120680 members 
Entering Unmasked Estep 
Score: -11427197.000000 Penalty: 3803.539551
	Iteration 18Q: 3 clusters Score -1.14272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 120686 members 
Entering Unmasked Estep 
Score: -11427194.000000 Penalty: 3803.539551
	Iteration 19Q: 3 clusters Score -1.142719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 120691 members 
Entering Unmasked Estep 
Score: -11427202.000000 Penalty: 3803.539551
	Iteration 20F: 3 clusters Score -1.14272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -11427210.000000 Penalty: 3803.539551
	Iteration 21Q: 3 clusters Score -1.142721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 120695 members 
Entering Unmasked Estep 
Score: -11427208.000000 Penalty: 3803.539551
	Iteration 22Q: 3 clusters Score -1.142721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -11427212.000000 Penalty: 3803.539551
	Iteration 23Q: 3 clusters Score -1.142721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -11427212.000000 Penalty: 3803.539551
	Iteration 24F: 3 clusters Score -1.142721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14017 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587584.000000 Penalty: 51736.554688
Iteration 159Q: 25 clusters Score -5.158758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14020 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22387 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587560.000000 Penalty: 51736.554688
Iteration 160F: 25 clusters Score -5.158756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3735 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14021 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587560.000000 Penalty: 51736.554688
Iteration 161Q: 25 clusters Score -5.158756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3732 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7844 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14022 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22385 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587548.000000 Penalty: 51736.554688
Iteration 162Q: 25 clusters Score -5.158755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7844 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22385 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587548.000000 Penalty: 51736.554688
Iteration 163Q: 25 clusters Score -5.158755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3723 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7844 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22385 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587556.000000 Penalty: 51736.554688
Iteration 164Q: 25 clusters Score -5.158756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7844 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22385 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587556.000000 Penalty: 51736.554688
Iteration 165Q: 25 clusters Score -5.158756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7844 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22385 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587556.000000 Penalty: 51736.554688
Iteration 166F: 25 clusters Score -5.158756e+07 nChanged 0
Entering ConstructFrom: 
Score: -51587556.000000 Penalty: 51736.554688
Entering ConstructFrom: 
Trying to split cluster 1 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -39857.902344 Penalty: 1025.361694
	Iteration 0F: 2 clusters Score -39857.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38839.304688 Penalty: 2050.723389
	Iteration 0F: 3 clusters Score -38839.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39179.269531 Penalty: 2050.723389
	Iteration 1F: 3 clusters Score -39179.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39418.191406 Penalty: 2050.723389
	Iteration 2F: 3 clusters Score -39418.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39527.382812 Penalty: 2050.723389
	Iteration 3F: 3 clusters Score -39527.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39636.617188 Penalty: 2050.723389
	Iteration 4Q: 3 clusters Score -39636.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39751.117188 Penalty: 2050.723389
	Iteration 5Q: 3 clusters Score -39751.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39777.152344 Penalty: 2050.723389
	Iteration 6Q: 3 clusters Score -39777.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39777.152344 Penalty: 2050.723389
	Iteration 7F: 3 clusters Score -39777.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Entering Unmasked Estep 
Score: -286367.000000 Penalty: 1301.251221
	Iteration 0F: 2 clusters Score -286367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -283673.375000 Penalty: 2602.502441
	Iteration 0F: 3 clusters Score -283673.4 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -284300.781250 Penalty: 2602.502441
	Iteration 1F: 3 clusters Score -284300.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -284444.000000 Penalty: 2602.502441
	Iteration 2F: 3 clusters Score -284444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -284524.218750 Penalty: 2602.502441
	Iteration 3Q: 3 clusters Score -284524.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -284573.031250 Penalty: 2602.502441
	Iteration 4Q: 3 clusters Score -284573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -284610.156250 Penalty: 2602.502441
	Iteration 5Q: 3 clusters Score -284610.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -284643.781250 Penalty: 2602.502441
	Iteration 6Q: 3 clusters Score -284643.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -284679.156250 Penalty: 2602.502441
	Iteration 7Q: 3 clusters Score -284679.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -284705.718750 Penalty: 2602.502441
	Iteration 8Q: 3 clusters Score -284705.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -284721.812500 Penalty: 2602.502441
	Iteration 9Q: 3 clusters Score -284721.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -284739.593750 Penalty: 2602.502441
	Iteration 10Q: 3 clusters Score -284739.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -284758.625000 Penalty: 2602.502441
	Iteration 11Q: 3 clusters Score -284758.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -284768.968750 Penalty: 2602.502441
	Iteration 12Q: 3 clusters Score -284769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -284780.625000 Penalty: 2602.502441
	Iteration 13Q: 3 clusters Score -284780.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -284794.375000 Penalty: 2602.502441
	Iteration 14Q: 3 clusters Score -284794.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -284804.093750 Penalty: 2602.502441
	Iteration 15Q: 3 clusters Score -284804.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -284812.312500 Penalty: 2602.502441
	Iteration 16Q: 3 clusters Score -284812.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -284820.718750 Penalty: 2602.502441
	Iteration 17Q: 3 clusters Score -284820.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -284825.906250 Penalty: 2602.502441
	Iteration 18Q: 3 clusters Score -284825.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -284832.937500 Penalty: 2602.502441
	Iteration 19Q: 3 clusters Score -284832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -284838.593750 Penalty: 2602.502441
	Iteration 20F: 3 clusters Score -284838.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -284845.625000 Penalty: 2602.502441
	Iteration 21Q: 3 clusters Score -284845.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -284853.406250 Penalty: 2602.502441
	Iteration 22Q: 3 clusters Score -284853.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -284861.468750 Penalty: 2602.502441
	Iteration 23Q: 3 clusters Score -284861.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -284866.406250 Penalty: 2602.502441
	Iteration 24Q: 3 clusters Score -284866.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -284871.781250 Penalty: 2602.502441
	Iteration 25Q: 3 clusters Score -284871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -284875.062500 Penalty: 2602.502441
	Iteration 26Q: 3 clusters Score -284875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -284876.562500 Penalty: 2602.502441
	Iteration 27Q: 3 clusters Score -284876.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -284880.468750 Penalty: 2602.502441
	Iteration 28Q: 3 clusters Score -284880.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -284883.750000 Penalty: 2602.502441
	Iteration 29Q: 3 clusters Score -284883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -284887.625000 Penalty: 2602.502441
	Iteration 30Q: 3 clusters Score -284887.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -284891.937500 Penalty: 2602.502441
	Iteration 31Q: 3 clusters Score -284891.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -284894.812500 Penalty: 2602.502441
	Iteration 32Q: 3 clusters Score -284894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -284897.156250 Penalty: 2602.502441
	Iteration 33Q: 3 clusters Score -284897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -284899.312500 Penalty: 2602.502441
	Iteration 34Q: 3 clusters Score -284899.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -284902.781250 Penalty: 2602.502441
	Iteration 35Q: 3 clusters Score -284902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -284904.718750 Penalty: 2602.502441
	Iteration 36Q: 3 clusters Score -284904.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -284908.343750 Penalty: 2602.502441
	Iteration 37Q: 3 clusters Score -284908.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -284910.312500 Penalty: 2602.502441
	Iteration 38Q: 3 clusters Score -284910.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -284910.937500 Penalty: 2602.502441
	Iteration 39Q: 3 clusters Score -284910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -284910.937500 Penalty: 2602.502441
	Iteration 40F: 3 clusters Score -284910.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -71819.023438 Penalty: 1092.035767
	Iteration 0F: 2 clusters Score -71819.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70556.750000 Penalty: 2184.071533
	Iteration 0F: 3 clusters Score -70556.75 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70804.890625 Penalty: 2184.071533
	Iteration 1F: 3 clusters Score -70804.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70921.242188 Penalty: 2184.071533
	Iteration 2F: 3 clusters Score -70921.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71027.804688 Penalty: 2184.071533
	Iteration 3F: 3 clusters Score -71027.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71090.664062 Penalty: 2184.071533
	Iteration 4F: 3 clusters Score -71090.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71126.320312 Penalty: 2184.071533
	Iteration 5Q: 3 clusters Score -71126.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71155.257812 Penalty: 2184.071533
	Iteration 6Q: 3 clusters Score -71155.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71178.210938 Penalty: 2184.071533
	Iteration 7Q: 3 clusters Score -71178.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71187.210938 Penalty: 2184.071533
	Iteration 8Q: 3 clusters Score -71187.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71194.023438 Penalty: 2184.071533
	Iteration 9Q: 3 clusters Score -71194.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71203.773438 Penalty: 2184.071533
	Iteration 10Q: 3 clusters Score -71203.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71209.226562 Penalty: 2184.071533
	Iteration 11Q: 3 clusters Score -71209.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71213.109375 Penalty: 2184.071533
	Iteration 12Q: 3 clusters Score -71213.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71215.359375 Penalty: 2184.071533
	Iteration 13Q: 3 clusters Score -71215.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71216.273438 Penalty: 2184.071533
	Iteration 14Q: 3 clusters Score -71216.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71217.148438 Penalty: 2184.071533
	Iteration 15Q: 3 clusters Score -71217.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71219.968750 Penalty: 2184.071533
	Iteration 16Q: 3 clusters Score -71219.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71224.976562 Penalty: 2184.071533
	Iteration 17Q: 3 clusters Score -71224.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71231.890625 Penalty: 2184.071533
	Iteration 18Q: 3 clusters Score -71231.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71239.757812 Penalty: 2184.071533
	Iteration 19Q: 3 clusters Score -71239.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71241.757812 Penalty: 2184.071533
	Iteration 20F: 3 clusters Score -71241.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -48482.394531 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -48482.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47352.796875 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -47352.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47596.000000 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -47596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47702.261719 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -47702.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47724.699219 Penalty: 2081.699219
	Iteration 3Q: 3 clusters Score -47724.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47744.253906 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -47744.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47755.492188 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -47755.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47768.890625 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -47768.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47778.750000 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -47778.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47789.957031 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -47789.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47792.253906 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -47792.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47792.855469 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -47792.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47794.078125 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -47794.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47794.542969 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -47794.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47796.144531 Penalty: 2081.699219
	Iteration 13Q: 3 clusters Score -47796.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47799.820312 Penalty: 2081.699219
	Iteration 14Q: 3 clusters Score -47799.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47807.179688 Penalty: 2081.699219
	Iteration 15Q: 3 clusters Score -47807.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47807.722656 Penalty: 2081.699219
	Iteration 16Q: 3 clusters Score -47807.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47808.160156 Penalty: 2081.699219
	Iteration 17Q: 3 clusters Score -47808.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47811.609375 Penalty: 2081.699219
	Iteration 18Q: 3 clusters Score -47811.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47817.820312 Penalty: 2081.699219
	Iteration 19Q: 3 clusters Score -47817.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47822.718750 Penalty: 2081.699219
	Iteration 20F: 3 clusters Score -47822.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47828.679688 Penalty: 2081.699219
	Iteration 21Q: 3 clusters Score -47828.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47828.679688 Penalty: 2081.699219
	Iteration 22F: 3 clusters Score -47828.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Entering Unmasked Estep 
Score: -689294.250000 Penalty: 1457.157349
	Iteration 0F: 2 clusters Score -689294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -683543.437500 Penalty: 2914.314697
	Iteration 0F: 3 clusters Score -683543.4 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -685187.562500 Penalty: 2914.314697
	Iteration 1F: 3 clusters Score -685187.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -685414.937500 Penalty: 2914.314697
	Iteration 2F: 3 clusters Score -685414.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -685590.312500 Penalty: 2914.314697
	Iteration 3F: 3 clusters Score -685590.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -685732.500000 Penalty: 2914.314697
	Iteration 4Q: 3 clusters Score -685732.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -685865.562500 Penalty: 2914.314697
	Iteration 5Q: 3 clusters Score -685865.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -685977.750000 Penalty: 2914.314697
	Iteration 6Q: 3 clusters Score -685977.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -686073.125000 Penalty: 2914.314697
	Iteration 7Q: 3 clusters Score -686073.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -686155.937500 Penalty: 2914.314697
	Iteration 8Q: 3 clusters Score -686155.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -686230.187500 Penalty: 2914.314697
	Iteration 9Q: 3 clusters Score -686230.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -686298.500000 Penalty: 2914.314697
	Iteration 10Q: 3 clusters Score -686298.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -686367.062500 Penalty: 2914.314697
	Iteration 11Q: 3 clusters Score -686367.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -686455.625000 Penalty: 2914.314697
	Iteration 12Q: 3 clusters Score -686455.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -686531.187500 Penalty: 2914.314697
	Iteration 13Q: 3 clusters Score -686531.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -686599.250000 Penalty: 2914.314697
	Iteration 14Q: 3 clusters Score -686599.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -686651.062500 Penalty: 2914.314697
	Iteration 15Q: 3 clusters Score -686651.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -686685.375000 Penalty: 2914.314697
	Iteration 16Q: 3 clusters Score -686685.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -686717.312500 Penalty: 2914.314697
	Iteration 17Q: 3 clusters Score -686717.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -686744.875000 Penalty: 2914.314697
	Iteration 18Q: 3 clusters Score -686744.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -686771.500000 Penalty: 2914.314697
	Iteration 19Q: 3 clusters Score -686771.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -686793.750000 Penalty: 2914.314697
	Iteration 20F: 3 clusters Score -686793.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -686814.187500 Penalty: 2914.314697
	Iteration 21Q: 3 clusters Score -686814.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -686832.250000 Penalty: 2914.314697
	Iteration 22Q: 3 clusters Score -686832.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -686850.562500 Penalty: 2914.314697
	Iteration 23Q: 3 clusters Score -686850.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -686873.875000 Penalty: 2914.314697
	Iteration 24Q: 3 clusters Score -686873.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -686895.125000 Penalty: 2914.314697
	Iteration 25Q: 3 clusters Score -686895.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -686922.875000 Penalty: 2914.314697
	Iteration 26Q: 3 clusters Score -686922.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -686952.187500 Penalty: 2914.314697
	Iteration 27Q: 3 clusters Score -686952.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -686972.437500 Penalty: 2914.314697
	Iteration 28Q: 3 clusters Score -686972.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -686992.062500 Penalty: 2914.314697
	Iteration 29Q: 3 clusters Score -686992.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -687013.250000 Penalty: 2914.314697
	Iteration 30Q: 3 clusters Score -687013.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -687038.000000 Penalty: 2914.314697
	Iteration 31Q: 3 clusters Score -687038 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -687076.062500 Penalty: 2914.314697
	Iteration 32Q: 3 clusters Score -687076.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -687128.812500 Penalty: 2914.314697
	Iteration 33Q: 3 clusters Score -687128.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -687182.000000 Penalty: 2914.314697
	Iteration 34Q: 3 clusters Score -687182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -687247.937500 Penalty: 2914.314697
	Iteration 35Q: 3 clusters Score -687247.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -687330.937500 Penalty: 2914.314697
	Iteration 36Q: 3 clusters Score -687330.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -687413.562500 Penalty: 2914.314697
	Iteration 37Q: 3 clusters Score -687413.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -687501.875000 Penalty: 2914.314697
	Iteration 38Q: 3 clusters Score -687501.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -687576.000000 Penalty: 2914.314697
	Iteration 39Q: 3 clusters Score -687576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -687640.687500 Penalty: 2914.314697
	Iteration 40F: 3 clusters Score -687640.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -687717.312500 Penalty: 2914.314697
	Iteration 41Q: 3 clusters Score -687717.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -687792.875000 Penalty: 2914.314697
	Iteration 42Q: 3 clusters Score -687792.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -687859.437500 Penalty: 2914.314697
	Iteration 43Q: 3 clusters Score -687859.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -687915.875000 Penalty: 2914.314697
	Iteration 44Q: 3 clusters Score -687915.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -687957.812500 Penalty: 2914.314697
	Iteration 45Q: 3 clusters Score -687957.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -687994.562500 Penalty: 2914.314697
	Iteration 46Q: 3 clusters Score -687994.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -688031.125000 Penalty: 2914.314697
	Iteration 47Q: 3 clusters Score -688031.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -688062.750000 Penalty: 2914.314697
	Iteration 48Q: 3 clusters Score -688062.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -688077.562500 Penalty: 2914.314697
	Iteration 49Q: 3 clusters Score -688077.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -688090.000000 Penalty: 2914.314697
	Iteration 50Q: 3 clusters Score -688090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -688099.437500 Penalty: 2914.314697
	Iteration 51Q: 3 clusters Score -688099.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -688105.437500 Penalty: 2914.314697
	Iteration 52Q: 3 clusters Score -688105.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -688115.562500 Penalty: 2914.314697
	Iteration 53Q: 3 clusters Score -688115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -688120.062500 Penalty: 2914.314697
	Iteration 54Q: 3 clusters Score -688120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -688122.125000 Penalty: 2914.314697
	Iteration 55Q: 3 clusters Score -688122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -688128.187500 Penalty: 2914.314697
	Iteration 56Q: 3 clusters Score -688128.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -688134.437500 Penalty: 2914.314697
	Iteration 57Q: 3 clusters Score -688134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -688138.437500 Penalty: 2914.314697
	Iteration 58Q: 3 clusters Score -688138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -688140.187500 Penalty: 2914.314697
	Iteration 59Q: 3 clusters Score -688140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -688141.750000 Penalty: 2914.314697
	Iteration 60F: 3 clusters Score -688141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -688142.562500 Penalty: 2914.314697
	Iteration 61Q: 3 clusters Score -688142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -688144.187500 Penalty: 2914.314697
	Iteration 62Q: 3 clusters Score -688144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -688145.062500 Penalty: 2914.314697
	Iteration 63Q: 3 clusters Score -688145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -688145.687500 Penalty: 2914.314697
	Iteration 64Q: 3 clusters Score -688145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -688145.500000 Penalty: 2914.314697
	Iteration 65Q: 3 clusters Score -688145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -688145.500000 Penalty: 2914.314697
	Iteration 66F: 3 clusters Score -688145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Entering Unmasked Estep 
Score: -3685128.250000 Penalty: 1724.364502
	Iteration 0F: 2 clusters Score -3685128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3657854.500000 Penalty: 3448.729004
	Iteration 0F: 3 clusters Score -3657854 nChanged 19027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3668373.000000 Penalty: 3448.729004
	Iteration 1F: 3 clusters Score -3668373 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3668760.250000 Penalty: 3448.729004
	Iteration 2Q: 3 clusters Score -3668760 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3669113.000000 Penalty: 3448.729004
	Iteration 3Q: 3 clusters Score -3669113 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3669515.000000 Penalty: 3448.729004
	Iteration 4Q: 3 clusters Score -3669515 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3670021.000000 Penalty: 3448.729004
	Iteration 5Q: 3 clusters Score -3670021 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3670691.750000 Penalty: 3448.729004
	Iteration 6Q: 3 clusters Score -3670692 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3671565.250000 Penalty: 3448.729004
	Iteration 7Q: 3 clusters Score -3671565 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3672651.750000 Penalty: 3448.729004
	Iteration 8F: 3 clusters Score -3672652 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3674149.750000 Penalty: 3448.729004
	Iteration 9F: 3 clusters Score -3674150 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3676139.500000 Penalty: 3448.729004
	Iteration 10F: 3 clusters Score -3676140 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3678364.250000 Penalty: 3448.729004
	Iteration 11F: 3 clusters Score -3678364 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3680442.750000 Penalty: 3448.729004
	Iteration 12F: 3 clusters Score -3680443 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3681859.750000 Penalty: 3448.729004
	Iteration 13Q: 3 clusters Score -3681860 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3682722.000000 Penalty: 3448.729004
	Iteration 14Q: 3 clusters Score -3682722 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3683164.000000 Penalty: 3448.729004
	Iteration 15Q: 3 clusters Score -3683164 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3683385.250000 Penalty: 3448.729004
	Iteration 16Q: 3 clusters Score -3683385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3683476.750000 Penalty: 3448.729004
	Iteration 17Q: 3 clusters Score -3683477 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3683555.000000 Penalty: 3448.729004
	Iteration 18Q: 3 clusters Score -3683555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3683587.250000 Penalty: 3448.729004
	Iteration 19Q: 3 clusters Score -3683587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3683606.750000 Penalty: 3448.729004
	Iteration 20F: 3 clusters Score -3683607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3683614.500000 Penalty: 3448.729004
	Iteration 21Q: 3 clusters Score -3683614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3683624.500000 Penalty: 3448.729004
	Iteration 22Q: 3 clusters Score -3683624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3683633.500000 Penalty: 3448.729004
	Iteration 23Q: 3 clusters Score -3683634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3683637.000000 Penalty: 3448.729004
	Iteration 24Q: 3 clusters Score -3683637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3683640.500000 Penalty: 3448.729004
	Iteration 25Q: 3 clusters Score -3683640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3683641.750000 Penalty: 3448.729004
	Iteration 26Q: 3 clusters Score -3683642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3683642.500000 Penalty: 3448.729004
	Iteration 27Q: 3 clusters Score -3683642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3683641.500000 Penalty: 3448.729004
	Iteration 28Q: 3 clusters Score -3683642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3683642.750000 Penalty: 3448.729004
	Iteration 29Q: 3 clusters Score -3683643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3683646.750000 Penalty: 3448.729004
	Iteration 30Q: 3 clusters Score -3683647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3683654.000000 Penalty: 3448.729004
	Iteration 31Q: 3 clusters Score -3683654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3683654.000000 Penalty: 3448.729004
	Iteration 32F: 3 clusters Score -3683654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -351180.906250 Penalty: 1336.077637
	Iteration 0F: 2 clusters Score -351180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -347991.343750 Penalty: 2672.155273
	Iteration 0F: 3 clusters Score -347991.3 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -348812.281250 Penalty: 2672.155273
	Iteration 1F: 3 clusters Score -348812.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -348954.250000 Penalty: 2672.155273
	Iteration 2F: 3 clusters Score -348954.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -349045.281250 Penalty: 2672.155273
	Iteration 3Q: 3 clusters Score -349045.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -349105.437500 Penalty: 2672.155273
	Iteration 4Q: 3 clusters Score -349105.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -349151.093750 Penalty: 2672.155273
	Iteration 5Q: 3 clusters Score -349151.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -349182.156250 Penalty: 2672.155273
	Iteration 6Q: 3 clusters Score -349182.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -349214.218750 Penalty: 2672.155273
	Iteration 7Q: 3 clusters Score -349214.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -349241.593750 Penalty: 2672.155273
	Iteration 8Q: 3 clusters Score -349241.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -349261.406250 Penalty: 2672.155273
	Iteration 9Q: 3 clusters Score -349261.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -349277.656250 Penalty: 2672.155273
	Iteration 10Q: 3 clusters Score -349277.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -349289.906250 Penalty: 2672.155273
	Iteration 11Q: 3 clusters Score -349289.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -349304.062500 Penalty: 2672.155273
	Iteration 12Q: 3 clusters Score -349304.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -349315.781250 Penalty: 2672.155273
	Iteration 13Q: 3 clusters Score -349315.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -349325.312500 Penalty: 2672.155273
	Iteration 14Q: 3 clusters Score -349325.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -349332.218750 Penalty: 2672.155273
	Iteration 15Q: 3 clusters Score -349332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -349334.843750 Penalty: 2672.155273
	Iteration 16Q: 3 clusters Score -349334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -349338.343750 Penalty: 2672.155273
	Iteration 17Q: 3 clusters Score -349338.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -349344.156250 Penalty: 2672.155273
	Iteration 18Q: 3 clusters Score -349344.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -349351.093750 Penalty: 2672.155273
	Iteration 19Q: 3 clusters Score -349351.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -349357.812500 Penalty: 2672.155273
	Iteration 20F: 3 clusters Score -349357.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -349363.562500 Penalty: 2672.155273
	Iteration 21Q: 3 clusters Score -349363.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -349369.187500 Penalty: 2672.155273
	Iteration 22Q: 3 clusters Score -349369.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -349374.343750 Penalty: 2672.155273
	Iteration 23Q: 3 clusters Score -349374.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -349377.968750 Penalty: 2672.155273
	Iteration 24Q: 3 clusters Score -349378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -349382.843750 Penalty: 2672.155273
	Iteration 25Q: 3 clusters Score -349382.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -349388.093750 Penalty: 2672.155273
	Iteration 26Q: 3 clusters Score -349388.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -349390.000000 Penalty: 2672.155273
	Iteration 27Q: 3 clusters Score -349390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -349392.281250 Penalty: 2672.155273
	Iteration 28Q: 3 clusters Score -349392.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -349394.187500 Penalty: 2672.155273
	Iteration 29Q: 3 clusters Score -349394.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -349397.718750 Penalty: 2672.155273
	Iteration 30Q: 3 clusters Score -349397.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -349404.000000 Penalty: 2672.155273
	Iteration 31Q: 3 clusters Score -349404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -349408.812500 Penalty: 2672.155273
	Iteration 32Q: 3 clusters Score -349408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -349413.125000 Penalty: 2672.155273
	Iteration 33Q: 3 clusters Score -349413.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -349417.125000 Penalty: 2672.155273
	Iteration 34Q: 3 clusters Score -349417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -349418.843750 Penalty: 2672.155273
	Iteration 35Q: 3 clusters Score -349418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -349422.531250 Penalty: 2672.155273
	Iteration 36Q: 3 clusters Score -349422.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -349425.750000 Penalty: 2672.155273
	Iteration 37Q: 3 clusters Score -349425.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -349430.750000 Penalty: 2672.155273
	Iteration 38Q: 3 clusters Score -349430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -349435.437500 Penalty: 2672.155273
	Iteration 39Q: 3 clusters Score -349435.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -349441.187500 Penalty: 2672.155273
	Iteration 40F: 3 clusters Score -349441.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -349448.875000 Penalty: 2672.155273
	Iteration 41Q: 3 clusters Score -349448.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -349458.406250 Penalty: 2672.155273
	Iteration 42Q: 3 clusters Score -349458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -349468.625000 Penalty: 2672.155273
	Iteration 43Q: 3 clusters Score -349468.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -349479.500000 Penalty: 2672.155273
	Iteration 44Q: 3 clusters Score -349479.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -349487.156250 Penalty: 2672.155273
	Iteration 45Q: 3 clusters Score -349487.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349492.437500 Penalty: 2672.155273
	Iteration 46Q: 3 clusters Score -349492.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -349499.812500 Penalty: 2672.155273
	Iteration 47Q: 3 clusters Score -349499.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -349506.281250 Penalty: 2672.155273
	Iteration 48Q: 3 clusters Score -349506.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -349513.625000 Penalty: 2672.155273
	Iteration 49Q: 3 clusters Score -349513.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -349521.750000 Penalty: 2672.155273
	Iteration 50Q: 3 clusters Score -349521.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -349532.375000 Penalty: 2672.155273
	Iteration 51Q: 3 clusters Score -349532.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -349544.906250 Penalty: 2672.155273
	Iteration 52Q: 3 clusters Score -349544.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -349562.625000 Penalty: 2672.155273
	Iteration 53Q: 3 clusters Score -349562.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -349582.000000 Penalty: 2672.155273
	Iteration 54Q: 3 clusters Score -349582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -349600.781250 Penalty: 2672.155273
	Iteration 55Q: 3 clusters Score -349600.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -349629.437500 Penalty: 2672.155273
	Iteration 56Q: 3 clusters Score -349629.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -349664.062500 Penalty: 2672.155273
	Iteration 57Q: 3 clusters Score -349664.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -349697.187500 Penalty: 2672.155273
	Iteration 58Q: 3 clusters Score -349697.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -349724.406250 Penalty: 2672.155273
	Iteration 59Q: 3 clusters Score -349724.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -349737.875000 Penalty: 2672.155273
	Iteration 60F: 3 clusters Score -349737.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -349749.187500 Penalty: 2672.155273
	Iteration 61Q: 3 clusters Score -349749.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -349757.406250 Penalty: 2672.155273
	Iteration 62Q: 3 clusters Score -349757.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -349763.375000 Penalty: 2672.155273
	Iteration 63Q: 3 clusters Score -349763.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -349768.625000 Penalty: 2672.155273
	Iteration 64Q: 3 clusters Score -349768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -349771.656250 Penalty: 2672.155273
	Iteration 65Q: 3 clusters Score -349771.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -349776.625000 Penalty: 2672.155273
	Iteration 66Q: 3 clusters Score -349776.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -349784.875000 Penalty: 2672.155273
	Iteration 67Q: 3 clusters Score -349784.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -349792.843750 Penalty: 2672.155273
	Iteration 68Q: 3 clusters Score -349792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -349796.406250 Penalty: 2672.155273
	Iteration 69Q: 3 clusters Score -349796.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -349802.562500 Penalty: 2672.155273
	Iteration 70Q: 3 clusters Score -349802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -349807.531250 Penalty: 2672.155273
	Iteration 71Q: 3 clusters Score -349807.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -349815.593750 Penalty: 2672.155273
	Iteration 72Q: 3 clusters Score -349815.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -349825.343750 Penalty: 2672.155273
	Iteration 73Q: 3 clusters Score -349825.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -349835.156250 Penalty: 2672.155273
	Iteration 74Q: 3 clusters Score -349835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -349840.312500 Penalty: 2672.155273
	Iteration 75Q: 3 clusters Score -349840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -349844.343750 Penalty: 2672.155273
	Iteration 76Q: 3 clusters Score -349844.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -349849.875000 Penalty: 2672.155273
	Iteration 77Q: 3 clusters Score -349849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -349852.968750 Penalty: 2672.155273
	Iteration 78Q: 3 clusters Score -349853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -349857.000000 Penalty: 2672.155273
	Iteration 79Q: 3 clusters Score -349857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -349861.968750 Penalty: 2672.155273
	Iteration 80F: 3 clusters Score -349862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -349867.937500 Penalty: 2672.155273
	Iteration 81Q: 3 clusters Score -349867.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -349871.187500 Penalty: 2672.155273
	Iteration 82Q: 3 clusters Score -349871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -349872.906250 Penalty: 2672.155273
	Iteration 83Q: 3 clusters Score -349872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -349875.906250 Penalty: 2672.155273
	Iteration 84Q: 3 clusters Score -349875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -349878.812500 Penalty: 2672.155273
	Iteration 85Q: 3 clusters Score -349878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -349883.218750 Penalty: 2672.155273
	Iteration 86Q: 3 clusters Score -349883.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -349886.812500 Penalty: 2672.155273
	Iteration 87Q: 3 clusters Score -349886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -349890.468750 Penalty: 2672.155273
	Iteration 88Q: 3 clusters Score -349890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -349894.437500 Penalty: 2672.155273
	Iteration 89Q: 3 clusters Score -349894.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -349896.375000 Penalty: 2672.155273
	Iteration 90Q: 3 clusters Score -349896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -349897.593750 Penalty: 2672.155273
	Iteration 91Q: 3 clusters Score -349897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -349897.625000 Penalty: 2672.155273
	Iteration 92Q: 3 clusters Score -349897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -349897.718750 Penalty: 2672.155273
	Iteration 93Q: 3 clusters Score -349897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -349898.031250 Penalty: 2672.155273
	Iteration 94Q: 3 clusters Score -349898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -349898.437500 Penalty: 2672.155273
	Iteration 95Q: 3 clusters Score -349898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -349898.406250 Penalty: 2672.155273
	Iteration 96Q: 3 clusters Score -349898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -349900.187500 Penalty: 2672.155273
	Iteration 97Q: 3 clusters Score -349900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -349902.031250 Penalty: 2672.155273
	Iteration 98Q: 3 clusters Score -349902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -349903.156250 Penalty: 2672.155273
	Iteration 99Q: 3 clusters Score -349903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -349904.437500 Penalty: 2672.155273
	Iteration 100F: 3 clusters Score -349904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -349904.343750 Penalty: 2672.155273
	Iteration 101Q: 3 clusters Score -349904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -349905.781250 Penalty: 2672.155273
	Iteration 102Q: 3 clusters Score -349905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -349906.125000 Penalty: 2672.155273
	Iteration 103Q: 3 clusters Score -349906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -349906.062500 Penalty: 2672.155273
	Iteration 104Q: 3 clusters Score -349906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -349907.281250 Penalty: 2672.155273
	Iteration 105Q: 3 clusters Score -349907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -349908.906250 Penalty: 2672.155273
	Iteration 106Q: 3 clusters Score -349908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -349908.562500 Penalty: 2672.155273
	Iteration 107Q: 3 clusters Score -349908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -349909.593750 Penalty: 2672.155273
	Iteration 108Q: 3 clusters Score -349909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -349909.593750 Penalty: 2672.155273
	Iteration 109F: 3 clusters Score -349909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Entering Unmasked Estep 
Score: -4619345.000000 Penalty: 1757.324341
	Iteration 0F: 2 clusters Score -4619345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4586081.500000 Penalty: 3514.648682
	Iteration 0F: 3 clusters Score -4586082 nChanged 23333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4599505.000000 Penalty: 3514.648682
	Iteration 1F: 3 clusters Score -4599505 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4600331.000000 Penalty: 3514.648682
	Iteration 2Q: 3 clusters Score -4600331 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4601263.000000 Penalty: 3514.648682
	Iteration 3Q: 3 clusters Score -4601263 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4602641.000000 Penalty: 3514.648682
	Iteration 4F: 3 clusters Score -4602641 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4604541.000000 Penalty: 3514.648682
	Iteration 5F: 3 clusters Score -4604541 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4607031.500000 Penalty: 3514.648682
	Iteration 6F: 3 clusters Score -4607032 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -4609894.000000 Penalty: 3514.648682
	Iteration 7F: 3 clusters Score -4609894 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -4612657.000000 Penalty: 3514.648682
	Iteration 8F: 3 clusters Score -4612657 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -4614840.500000 Penalty: 3514.648682
	Iteration 9Q: 3 clusters Score -4614840 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -4616360.000000 Penalty: 3514.648682
	Iteration 10Q: 3 clusters Score -4616360 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -4617166.500000 Penalty: 3514.648682
	Iteration 11Q: 3 clusters Score -4617166 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -4617549.000000 Penalty: 3514.648682
	Iteration 12Q: 3 clusters Score -4617549 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -4617711.000000 Penalty: 3514.648682
	Iteration 13Q: 3 clusters Score -4617711 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -4617778.500000 Penalty: 3514.648682
	Iteration 14Q: 3 clusters Score -4617778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -4617822.500000 Penalty: 3514.648682
	Iteration 15Q: 3 clusters Score -4617822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -4617835.000000 Penalty: 3514.648682
	Iteration 16Q: 3 clusters Score -4617835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -4617850.000000 Penalty: 3514.648682
	Iteration 17Q: 3 clusters Score -4617850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -4617864.000000 Penalty: 3514.648682
	Iteration 18Q: 3 clusters Score -4617864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -4617879.000000 Penalty: 3514.648682
	Iteration 19Q: 3 clusters Score -4617879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -4617892.000000 Penalty: 3514.648682
	Iteration 20F: 3 clusters Score -4617892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -4617896.000000 Penalty: 3514.648682
	Iteration 21Q: 3 clusters Score -4617896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -4617896.500000 Penalty: 3514.648682
	Iteration 22Q: 3 clusters Score -4617896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -4617898.500000 Penalty: 3514.648682
	Iteration 23Q: 3 clusters Score -4617898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -4617898.500000 Penalty: 3514.648682
	Iteration 24F: 3 clusters Score -4617898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -505408.406250 Penalty: 1406.047119
	Iteration 0F: 2 clusters Score -505408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -501020.406250 Penalty: 2812.094238
	Iteration 0F: 3 clusters Score -501020.4 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -502592.750000 Penalty: 2812.094238
	Iteration 1F: 3 clusters Score -502592.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -503207.718750 Penalty: 2812.094238
	Iteration 2F: 3 clusters Score -503207.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -503914.906250 Penalty: 2812.094238
	Iteration 3F: 3 clusters Score -503914.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -504467.500000 Penalty: 2812.094238
	Iteration 4F: 3 clusters Score -504467.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -504775.656250 Penalty: 2812.094238
	Iteration 5F: 3 clusters Score -504775.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -504918.843750 Penalty: 2812.094238
	Iteration 6Q: 3 clusters Score -504918.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -504983.750000 Penalty: 2812.094238
	Iteration 7Q: 3 clusters Score -504983.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -505015.562500 Penalty: 2812.094238
	Iteration 8Q: 3 clusters Score -505015.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -505035.781250 Penalty: 2812.094238
	Iteration 9Q: 3 clusters Score -505035.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -505043.843750 Penalty: 2812.094238
	Iteration 10Q: 3 clusters Score -505043.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -505049.718750 Penalty: 2812.094238
	Iteration 11Q: 3 clusters Score -505049.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -505055.687500 Penalty: 2812.094238
	Iteration 12Q: 3 clusters Score -505055.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -505059.125000 Penalty: 2812.094238
	Iteration 13Q: 3 clusters Score -505059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -505061.812500 Penalty: 2812.094238
	Iteration 14Q: 3 clusters Score -505061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -505064.593750 Penalty: 2812.094238
	Iteration 15Q: 3 clusters Score -505064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -505065.593750 Penalty: 2812.094238
	Iteration 16Q: 3 clusters Score -505065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -505068.343750 Penalty: 2812.094238
	Iteration 17Q: 3 clusters Score -505068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -505069.062500 Penalty: 2812.094238
	Iteration 18Q: 3 clusters Score -505069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -505068.937500 Penalty: 2812.094238
	Iteration 19Q: 3 clusters Score -505068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -505069.906250 Penalty: 2812.094238
	Iteration 20F: 3 clusters Score -505069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -505070.687500 Penalty: 2812.094238
	Iteration 21Q: 3 clusters Score -505070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -505071.125000 Penalty: 2812.094238
	Iteration 22Q: 3 clusters Score -505071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -505071.031250 Penalty: 2812.094238
	Iteration 23Q: 3 clusters Score -505071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -505071.531250 Penalty: 2812.094238
	Iteration 24Q: 3 clusters Score -505071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -505072.125000 Penalty: 2812.094238
	Iteration 25Q: 3 clusters Score -505072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -505072.156250 Penalty: 2812.094238
	Iteration 26Q: 3 clusters Score -505072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -505072.343750 Penalty: 2812.094238
	Iteration 27Q: 3 clusters Score -505072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -505073.843750 Penalty: 2812.094238
	Iteration 28Q: 3 clusters Score -505073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -505075.500000 Penalty: 2812.094238
	Iteration 29Q: 3 clusters Score -505075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -505075.500000 Penalty: 2812.094238
	Iteration 30F: 3 clusters Score -505075.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -218763.828125 Penalty: 1285.649780
	Iteration 0F: 2 clusters Score -218763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -216347.359375 Penalty: 2571.299561
	Iteration 0F: 3 clusters Score -216347.4 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -217307.625000 Penalty: 2571.299561
	Iteration 1F: 3 clusters Score -217307.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -217863.125000 Penalty: 2571.299561
	Iteration 2F: 3 clusters Score -217863.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -218317.093750 Penalty: 2571.299561
	Iteration 3F: 3 clusters Score -218317.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218617.578125 Penalty: 2571.299561
	Iteration 4F: 3 clusters Score -218617.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -218787.015625 Penalty: 2571.299561
	Iteration 5Q: 3 clusters Score -218787 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -218884.515625 Penalty: 2571.299561
	Iteration 6Q: 3 clusters Score -218884.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -218938.906250 Penalty: 2571.299561
	Iteration 7Q: 3 clusters Score -218938.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -218960.781250 Penalty: 2571.299561
	Iteration 8Q: 3 clusters Score -218960.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -218972.031250 Penalty: 2571.299561
	Iteration 9Q: 3 clusters Score -218972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -218980.593750 Penalty: 2571.299561
	Iteration 10Q: 3 clusters Score -218980.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -218997.281250 Penalty: 2571.299561
	Iteration 11Q: 3 clusters Score -218997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -219015.781250 Penalty: 2571.299561
	Iteration 12Q: 3 clusters Score -219015.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219030.890625 Penalty: 2571.299561
	Iteration 13Q: 3 clusters Score -219030.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219045.203125 Penalty: 2571.299561
	Iteration 14Q: 3 clusters Score -219045.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -219060.250000 Penalty: 2571.299561
	Iteration 15Q: 3 clusters Score -219060.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -219075.921875 Penalty: 2571.299561
	Iteration 16Q: 3 clusters Score -219075.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -219087.968750 Penalty: 2571.299561
	Iteration 17Q: 3 clusters Score -219088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -219092.703125 Penalty: 2571.299561
	Iteration 18Q: 3 clusters Score -219092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -219100.343750 Penalty: 2571.299561
	Iteration 19Q: 3 clusters Score -219100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -219109.984375 Penalty: 2571.299561
	Iteration 20F: 3 clusters Score -219110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -219115.406250 Penalty: 2571.299561
	Iteration 21Q: 3 clusters Score -219115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -219119.171875 Penalty: 2571.299561
	Iteration 22Q: 3 clusters Score -219119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -219123.187500 Penalty: 2571.299561
	Iteration 23Q: 3 clusters Score -219123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -219132.078125 Penalty: 2571.299561
	Iteration 24Q: 3 clusters Score -219132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -219135.421875 Penalty: 2571.299561
	Iteration 25Q: 3 clusters Score -219135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -219140.437500 Penalty: 2571.299561
	Iteration 26Q: 3 clusters Score -219140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219146.546875 Penalty: 2571.299561
	Iteration 27Q: 3 clusters Score -219146.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -219152.218750 Penalty: 2571.299561
	Iteration 28Q: 3 clusters Score -219152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -219154.093750 Penalty: 2571.299561
	Iteration 29Q: 3 clusters Score -219154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -219156.687500 Penalty: 2571.299561
	Iteration 30Q: 3 clusters Score -219156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219159.828125 Penalty: 2571.299561
	Iteration 31Q: 3 clusters Score -219159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219161.062500 Penalty: 2571.299561
	Iteration 32Q: 3 clusters Score -219161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -219161.875000 Penalty: 2571.299561
	Iteration 33Q: 3 clusters Score -219161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219162.718750 Penalty: 2571.299561
	Iteration 34Q: 3 clusters Score -219162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -219163.468750 Penalty: 2571.299561
	Iteration 35Q: 3 clusters Score -219163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -219163.546875 Penalty: 2571.299561
	Iteration 36Q: 3 clusters Score -219163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -219163.546875 Penalty: 2571.299561
	Iteration 37F: 3 clusters Score -219163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 829 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 40598 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 72017 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 7844 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 170058 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 22385 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 120978 members 
Mstep: Class 25 contains 717 members 
Entering Unmasked Estep 
Score: -51587064.000000 Penalty: 53892.246094
Splitting cluster 10 changes total score from -51587556.000000 to -51587064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (72017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Entering Unmasked Estep 
Score: -6820159.500000 Penalty: 1817.506836
	Iteration 0F: 2 clusters Score -6820160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -6772154.000000 Penalty: 3635.013672
	Iteration 0F: 3 clusters Score -6772154 nChanged 34112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -6791453.000000 Penalty: 3635.013672
	Iteration 1F: 3 clusters Score -6791453 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -6792004.500000 Penalty: 3635.013672
	Iteration 2Q: 3 clusters Score -6792004 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -6792619.000000 Penalty: 3635.013672
	Iteration 3Q: 3 clusters Score -6792619 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -6793392.000000 Penalty: 3635.013672
	Iteration 4Q: 3 clusters Score -6793392 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -6794454.500000 Penalty: 3635.013672
	Iteration 5Q: 3 clusters Score -6794454 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -6795990.500000 Penalty: 3635.013672
	Iteration 6Q: 3 clusters Score -6795990 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -6797877.500000 Penalty: 3635.013672
	Iteration 7F: 3 clusters Score -6797878 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -6800398.000000 Penalty: 3635.013672
	Iteration 8F: 3 clusters Score -6800398 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6803445.500000 Penalty: 3635.013672
	Iteration 9F: 3 clusters Score -6803446 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -6806689.500000 Penalty: 3635.013672
	Iteration 10F: 3 clusters Score -6806690 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -6809589.500000 Penalty: 3635.013672
	Iteration 11Q: 3 clusters Score -6809590 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -6811619.500000 Penalty: 3635.013672
	Iteration 12Q: 3 clusters Score -6811620 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -6813000.500000 Penalty: 3635.013672
	Iteration 13Q: 3 clusters Score -6813000 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -6814037.000000 Penalty: 3635.013672
	Iteration 14Q: 3 clusters Score -6814037 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -6814952.000000 Penalty: 3635.013672
	Iteration 15Q: 3 clusters Score -6814952 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -6815716.000000 Penalty: 3635.013672
	Iteration 16Q: 3 clusters Score -6815716 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -6816338.000000 Penalty: 3635.013672
	Iteration 17Q: 3 clusters Score -6816338 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -6816794.000000 Penalty: 3635.013672
	Iteration 18Q: 3 clusters Score -6816794 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -6817185.500000 Penalty: 3635.013672
	Iteration 19Q: 3 clusters Score -6817186 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -6817492.000000 Penalty: 3635.013672
	Iteration 20F: 3 clusters Score -6817492 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -6817710.500000 Penalty: 3635.013672
	Iteration 21Q: 3 clusters Score -6817710 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -6817901.000000 Penalty: 3635.013672
	Iteration 22Q: 3 clusters Score -6817901 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -6818046.000000 Penalty: 3635.013672
	Iteration 23Q: 3 clusters Score -6818046 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -6818161.500000 Penalty: 3635.013672
	Iteration 24Q: 3 clusters Score -6818162 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -6818254.000000 Penalty: 3635.013672
	Iteration 25Q: 3 clusters Score -6818254 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -6818361.500000 Penalty: 3635.013672
	Iteration 26Q: 3 clusters Score -6818362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -6818427.000000 Penalty: 3635.013672
	Iteration 27Q: 3 clusters Score -6818427 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 70230 members 
Entering Unmasked Estep 
Score: -6818478.000000 Penalty: 3635.013672
	Iteration 28Q: 3 clusters Score -6818478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -6818494.500000 Penalty: 3635.013672
	Iteration 29Q: 3 clusters Score -6818494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -6818530.000000 Penalty: 3635.013672
	Iteration 30Q: 3 clusters Score -6818530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -6818546.000000 Penalty: 3635.013672
	Iteration 31Q: 3 clusters Score -6818546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -6818571.500000 Penalty: 3635.013672
	Iteration 32Q: 3 clusters Score -6818572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -6818602.000000 Penalty: 3635.013672
	Iteration 33Q: 3 clusters Score -6818602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -6818638.000000 Penalty: 3635.013672
	Iteration 34Q: 3 clusters Score -6818638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -6818640.500000 Penalty: 3635.013672
	Iteration 35Q: 3 clusters Score -6818640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -6818662.500000 Penalty: 3635.013672
	Iteration 36Q: 3 clusters Score -6818662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -6818674.000000 Penalty: 3635.013672
	Iteration 37Q: 3 clusters Score -6818674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -6818691.000000 Penalty: 3635.013672
	Iteration 38Q: 3 clusters Score -6818691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -6818696.500000 Penalty: 3635.013672
	Iteration 39Q: 3 clusters Score -6818696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -6818699.500000 Penalty: 3635.013672
	Iteration 40F: 3 clusters Score -6818700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -6818720.000000 Penalty: 3635.013672
	Iteration 41Q: 3 clusters Score -6818720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -6818730.500000 Penalty: 3635.013672
	Iteration 42Q: 3 clusters Score -6818730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -6818730.500000 Penalty: 3635.013672
	Iteration 43Q: 3 clusters Score -6818730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -6818733.000000 Penalty: 3635.013672
	Iteration 44Q: 3 clusters Score -6818733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -6818735.500000 Penalty: 3635.013672
	Iteration 45Q: 3 clusters Score -6818736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -6818744.000000 Penalty: 3635.013672
	Iteration 46Q: 3 clusters Score -6818744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -6818740.500000 Penalty: 3635.013672
	Iteration 47Q: 3 clusters Score -6818740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -6818751.500000 Penalty: 3635.013672
	Iteration 48Q: 3 clusters Score -6818752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -6818758.000000 Penalty: 3635.013672
	Iteration 49Q: 3 clusters Score -6818758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -6818754.500000 Penalty: 3635.013672
	Iteration 50Q: 3 clusters Score -6818754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -6818755.500000 Penalty: 3635.013672
	Iteration 51Q: 3 clusters Score -6818756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -6818755.500000 Penalty: 3635.013672
	Iteration 52F: 3 clusters Score -6818756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1113441.000000 Penalty: 1535.161865
	Iteration 0F: 2 clusters Score -1113441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1104492.500000 Penalty: 3070.323730
	Iteration 0F: 3 clusters Score -1104492 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1107568.250000 Penalty: 3070.323730
	Iteration 1F: 3 clusters Score -1107568 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1108077.625000 Penalty: 3070.323730
	Iteration 2F: 3 clusters Score -1108078 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1108585.000000 Penalty: 3070.323730
	Iteration 3F: 3 clusters Score -1108585 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1109116.375000 Penalty: 3070.323730
	Iteration 4F: 3 clusters Score -1109116 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1109652.875000 Penalty: 3070.323730
	Iteration 5F: 3 clusters Score -1109653 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1110235.125000 Penalty: 3070.323730
	Iteration 6F: 3 clusters Score -1110235 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1110742.000000 Penalty: 3070.323730
	Iteration 7F: 3 clusters Score -1110742 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1111154.125000 Penalty: 3070.323730
	Iteration 8Q: 3 clusters Score -1111154 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1111513.625000 Penalty: 3070.323730
	Iteration 9Q: 3 clusters Score -1111514 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1111783.750000 Penalty: 3070.323730
	Iteration 10Q: 3 clusters Score -1111784 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1111974.000000 Penalty: 3070.323730
	Iteration 11Q: 3 clusters Score -1111974 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1112115.875000 Penalty: 3070.323730
	Iteration 12Q: 3 clusters Score -1112116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1112217.000000 Penalty: 3070.323730
	Iteration 13Q: 3 clusters Score -1112217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1112292.000000 Penalty: 3070.323730
	Iteration 14Q: 3 clusters Score -1112292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1112339.125000 Penalty: 3070.323730
	Iteration 15Q: 3 clusters Score -1112339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1112381.000000 Penalty: 3070.323730
	Iteration 16Q: 3 clusters Score -1112381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1112405.625000 Penalty: 3070.323730
	Iteration 17Q: 3 clusters Score -1112406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1112429.375000 Penalty: 3070.323730
	Iteration 18Q: 3 clusters Score -1112429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1112440.375000 Penalty: 3070.323730
	Iteration 19Q: 3 clusters Score -1112440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1112445.125000 Penalty: 3070.323730
	Iteration 20F: 3 clusters Score -1112445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1112449.500000 Penalty: 3070.323730
	Iteration 21Q: 3 clusters Score -1112450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1112456.625000 Penalty: 3070.323730
	Iteration 22Q: 3 clusters Score -1112457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1112465.375000 Penalty: 3070.323730
	Iteration 23Q: 3 clusters Score -1112465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1112473.875000 Penalty: 3070.323730
	Iteration 24Q: 3 clusters Score -1112474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1112480.625000 Penalty: 3070.323730
	Iteration 25Q: 3 clusters Score -1112481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1112486.875000 Penalty: 3070.323730
	Iteration 26Q: 3 clusters Score -1112487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1112494.125000 Penalty: 3070.323730
	Iteration 27Q: 3 clusters Score -1112494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1112496.250000 Penalty: 3070.323730
	Iteration 28Q: 3 clusters Score -1112496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1112501.375000 Penalty: 3070.323730
	Iteration 29Q: 3 clusters Score -1112501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1112505.625000 Penalty: 3070.323730
	Iteration 30Q: 3 clusters Score -1112506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1112509.125000 Penalty: 3070.323730
	Iteration 31Q: 3 clusters Score -1112509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1112509.500000 Penalty: 3070.323730
	Iteration 32Q: 3 clusters Score -1112510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1112511.125000 Penalty: 3070.323730
	Iteration 33Q: 3 clusters Score -1112511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1112514.500000 Penalty: 3070.323730
	Iteration 34Q: 3 clusters Score -1112514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1112519.500000 Penalty: 3070.323730
	Iteration 35Q: 3 clusters Score -1112520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1112523.375000 Penalty: 3070.323730
	Iteration 36Q: 3 clusters Score -1112523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1112523.000000 Penalty: 3070.323730
	Iteration 37Q: 3 clusters Score -1112523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1112523.000000 Penalty: 3070.323730
	Iteration 38F: 3 clusters Score -1112523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -179336.140625 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -179336.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -177265.343750 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -177265.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -177698.359375 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -177698.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -177818.859375 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -177818.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -177895.234375 Penalty: 2466.862793
	Iteration 3F: 3 clusters Score -177895.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -177952.375000 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -177952.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -177993.218750 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -177993.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -178020.953125 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -178021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -178057.562500 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -178057.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -178086.468750 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -178086.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -178110.906250 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -178110.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -178127.187500 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -178127.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -178142.187500 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -178142.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -178162.671875 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -178162.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178177.562500 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -178177.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -178191.437500 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -178191.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -178209.953125 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -178210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -178226.843750 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -178226.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -178237.125000 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -178237.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -178241.937500 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -178241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -178250.687500 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -178250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -178259.734375 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -178259.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -178271.015625 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -178271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -178279.343750 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -178279.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -178288.875000 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -178288.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178294.375000 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -178294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178300.484375 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -178300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178303.953125 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -178304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -178310.375000 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -178310.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178317.859375 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -178317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178321.359375 Penalty: 2466.862793
	Iteration 29Q: 3 clusters Score -178321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178323.812500 Penalty: 2466.862793
	Iteration 30Q: 3 clusters Score -178323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178326.781250 Penalty: 2466.862793
	Iteration 31Q: 3 clusters Score -178326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -178330.046875 Penalty: 2466.862793
	Iteration 32Q: 3 clusters Score -178330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178331.703125 Penalty: 2466.862793
	Iteration 33Q: 3 clusters Score -178331.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178331.703125 Penalty: 2466.862793
	Iteration 34F: 3 clusters Score -178331.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -642946.875000 Penalty: 1457.219482
	Iteration 0F: 2 clusters Score -642946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -637169.000000 Penalty: 2914.438965
	Iteration 0F: 3 clusters Score -637169 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -638981.000000 Penalty: 2914.438965
	Iteration 1F: 3 clusters Score -638981 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -639265.375000 Penalty: 2914.438965
	Iteration 2F: 3 clusters Score -639265.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -639488.250000 Penalty: 2914.438965
	Iteration 3F: 3 clusters Score -639488.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -639692.375000 Penalty: 2914.438965
	Iteration 4F: 3 clusters Score -639692.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -639907.250000 Penalty: 2914.438965
	Iteration 5Q: 3 clusters Score -639907.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -640134.812500 Penalty: 2914.438965
	Iteration 6Q: 3 clusters Score -640134.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -640380.375000 Penalty: 2914.438965
	Iteration 7Q: 3 clusters Score -640380.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -640631.625000 Penalty: 2914.438965
	Iteration 8Q: 3 clusters Score -640631.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -640857.562500 Penalty: 2914.438965
	Iteration 9Q: 3 clusters Score -640857.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -641037.812500 Penalty: 2914.438965
	Iteration 10Q: 3 clusters Score -641037.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -641199.250000 Penalty: 2914.438965
	Iteration 11Q: 3 clusters Score -641199.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -641356.062500 Penalty: 2914.438965
	Iteration 12Q: 3 clusters Score -641356.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -641478.312500 Penalty: 2914.438965
	Iteration 13Q: 3 clusters Score -641478.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -641563.062500 Penalty: 2914.438965
	Iteration 14Q: 3 clusters Score -641563.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -641629.687500 Penalty: 2914.438965
	Iteration 15Q: 3 clusters Score -641629.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -641672.687500 Penalty: 2914.438965
	Iteration 16Q: 3 clusters Score -641672.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -641707.375000 Penalty: 2914.438965
	Iteration 17Q: 3 clusters Score -641707.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -641743.187500 Penalty: 2914.438965
	Iteration 18Q: 3 clusters Score -641743.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -641773.250000 Penalty: 2914.438965
	Iteration 19Q: 3 clusters Score -641773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -641806.625000 Penalty: 2914.438965
	Iteration 20F: 3 clusters Score -641806.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -641828.812500 Penalty: 2914.438965
	Iteration 21Q: 3 clusters Score -641828.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -641848.187500 Penalty: 2914.438965
	Iteration 22Q: 3 clusters Score -641848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -641857.687500 Penalty: 2914.438965
	Iteration 23Q: 3 clusters Score -641857.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -641867.125000 Penalty: 2914.438965
	Iteration 24Q: 3 clusters Score -641867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -641870.000000 Penalty: 2914.438965
	Iteration 25Q: 3 clusters Score -641870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -641872.250000 Penalty: 2914.438965
	Iteration 26Q: 3 clusters Score -641872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -641876.250000 Penalty: 2914.438965
	Iteration 27Q: 3 clusters Score -641876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -641877.187500 Penalty: 2914.438965
	Iteration 28Q: 3 clusters Score -641877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -641879.000000 Penalty: 2914.438965
	Iteration 29Q: 3 clusters Score -641879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -641879.375000 Penalty: 2914.438965
	Iteration 30Q: 3 clusters Score -641879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -641879.625000 Penalty: 2914.438965
	Iteration 31Q: 3 clusters Score -641879.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -641879.625000 Penalty: 2914.438965
	Iteration 32F: 3 clusters Score -641879.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -439906.281250 Penalty: 1384.692505
	Iteration 0F: 2 clusters Score -439906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -435937.500000 Penalty: 2769.385010
	Iteration 0F: 3 clusters Score -435937.5 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -437008.062500 Penalty: 2769.385010
	Iteration 1F: 3 clusters Score -437008.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -437319.031250 Penalty: 2769.385010
	Iteration 2F: 3 clusters Score -437319 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -437723.500000 Penalty: 2769.385010
	Iteration 3F: 3 clusters Score -437723.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -438067.500000 Penalty: 2769.385010
	Iteration 4F: 3 clusters Score -438067.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -438327.937500 Penalty: 2769.385010
	Iteration 5F: 3 clusters Score -438327.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -438568.875000 Penalty: 2769.385010
	Iteration 6F: 3 clusters Score -438568.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -438822.375000 Penalty: 2769.385010
	Iteration 7F: 3 clusters Score -438822.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -439044.500000 Penalty: 2769.385010
	Iteration 8Q: 3 clusters Score -439044.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -439227.656250 Penalty: 2769.385010
	Iteration 9Q: 3 clusters Score -439227.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -439399.468750 Penalty: 2769.385010
	Iteration 10Q: 3 clusters Score -439399.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -439522.718750 Penalty: 2769.385010
	Iteration 11Q: 3 clusters Score -439522.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -439591.468750 Penalty: 2769.385010
	Iteration 12Q: 3 clusters Score -439591.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -439647.218750 Penalty: 2769.385010
	Iteration 13Q: 3 clusters Score -439647.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -439673.718750 Penalty: 2769.385010
	Iteration 14Q: 3 clusters Score -439673.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -439696.531250 Penalty: 2769.385010
	Iteration 15Q: 3 clusters Score -439696.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -439721.406250 Penalty: 2769.385010
	Iteration 16Q: 3 clusters Score -439721.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -439742.625000 Penalty: 2769.385010
	Iteration 17Q: 3 clusters Score -439742.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -439757.187500 Penalty: 2769.385010
	Iteration 18Q: 3 clusters Score -439757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -439770.562500 Penalty: 2769.385010
	Iteration 19Q: 3 clusters Score -439770.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -439790.906250 Penalty: 2769.385010
	Iteration 20F: 3 clusters Score -439790.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -439815.000000 Penalty: 2769.385010
	Iteration 21Q: 3 clusters Score -439815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -439837.687500 Penalty: 2769.385010
	Iteration 22Q: 3 clusters Score -439837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -439846.218750 Penalty: 2769.385010
	Iteration 23Q: 3 clusters Score -439846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -439851.875000 Penalty: 2769.385010
	Iteration 24Q: 3 clusters Score -439851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -439865.156250 Penalty: 2769.385010
	Iteration 25Q: 3 clusters Score -439865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -439879.937500 Penalty: 2769.385010
	Iteration 26Q: 3 clusters Score -439879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -439891.218750 Penalty: 2769.385010
	Iteration 27Q: 3 clusters Score -439891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -439894.750000 Penalty: 2769.385010
	Iteration 28Q: 3 clusters Score -439894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -439896.625000 Penalty: 2769.385010
	Iteration 29Q: 3 clusters Score -439896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -439896.625000 Penalty: 2769.385010
	Iteration 30F: 3 clusters Score -439896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Entering Unmasked Estep 
Score: -1421532.375000 Penalty: 1570.939819
	Iteration 0F: 2 clusters Score -1421532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1410457.125000 Penalty: 3141.879639
	Iteration 0F: 3 clusters Score -1410457 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1414475.250000 Penalty: 3141.879639
	Iteration 1F: 3 clusters Score -1414475 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1414920.875000 Penalty: 3141.879639
	Iteration 2F: 3 clusters Score -1414921 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1415448.375000 Penalty: 3141.879639
	Iteration 3F: 3 clusters Score -1415448 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1416069.375000 Penalty: 3141.879639
	Iteration 4F: 3 clusters Score -1416069 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1416753.625000 Penalty: 3141.879639
	Iteration 5F: 3 clusters Score -1416754 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1417506.875000 Penalty: 3141.879639
	Iteration 6F: 3 clusters Score -1417507 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1418231.125000 Penalty: 3141.879639
	Iteration 7F: 3 clusters Score -1418231 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1418889.875000 Penalty: 3141.879639
	Iteration 8F: 3 clusters Score -1418890 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1419420.000000 Penalty: 3141.879639
	Iteration 9Q: 3 clusters Score -1419420 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1419791.625000 Penalty: 3141.879639
	Iteration 10Q: 3 clusters Score -1419792 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1420032.500000 Penalty: 3141.879639
	Iteration 11Q: 3 clusters Score -1420032 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1420219.625000 Penalty: 3141.879639
	Iteration 12Q: 3 clusters Score -1420220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1420335.250000 Penalty: 3141.879639
	Iteration 13Q: 3 clusters Score -1420335 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1420418.250000 Penalty: 3141.879639
	Iteration 14Q: 3 clusters Score -1420418 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1420459.750000 Penalty: 3141.879639
	Iteration 15Q: 3 clusters Score -1420460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1420492.875000 Penalty: 3141.879639
	Iteration 16Q: 3 clusters Score -1420493 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1420522.625000 Penalty: 3141.879639
	Iteration 17Q: 3 clusters Score -1420523 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1420552.500000 Penalty: 3141.879639
	Iteration 18Q: 3 clusters Score -1420552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1420581.750000 Penalty: 3141.879639
	Iteration 19Q: 3 clusters Score -1420582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1420600.125000 Penalty: 3141.879639
	Iteration 20F: 3 clusters Score -1420600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1420605.500000 Penalty: 3141.879639
	Iteration 21Q: 3 clusters Score -1420606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1420621.375000 Penalty: 3141.879639
	Iteration 22Q: 3 clusters Score -1420621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1420626.375000 Penalty: 3141.879639
	Iteration 23Q: 3 clusters Score -1420626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1420639.000000 Penalty: 3141.879639
	Iteration 24Q: 3 clusters Score -1420639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1420644.875000 Penalty: 3141.879639
	Iteration 25Q: 3 clusters Score -1420645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1420642.250000 Penalty: 3141.879639
	Iteration 26Q: 3 clusters Score -1420642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1420643.750000 Penalty: 3141.879639
	Iteration 27Q: 3 clusters Score -1420644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1420648.000000 Penalty: 3141.879639
	Iteration 28Q: 3 clusters Score -1420648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1420649.750000 Penalty: 3141.879639
	Iteration 29Q: 3 clusters Score -1420650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1420648.625000 Penalty: 3141.879639
	Iteration 30Q: 3 clusters Score -1420649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1420654.875000 Penalty: 3141.879639
	Iteration 31Q: 3 clusters Score -1420655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1420655.500000 Penalty: 3141.879639
	Iteration 32Q: 3 clusters Score -1420656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1420654.625000 Penalty: 3141.879639
	Iteration 33Q: 3 clusters Score -1420655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1420655.750000 Penalty: 3141.879639
	Iteration 34Q: 3 clusters Score -1420656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1420659.500000 Penalty: 3141.879639
	Iteration 35Q: 3 clusters Score -1420660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1420659.625000 Penalty: 3141.879639
	Iteration 36Q: 3 clusters Score -1420660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1420664.125000 Penalty: 3141.879639
	Iteration 37Q: 3 clusters Score -1420664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1420664.000000 Penalty: 3141.879639
	Iteration 38Q: 3 clusters Score -1420664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1420664.500000 Penalty: 3141.879639
	Iteration 39Q: 3 clusters Score -1420664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1420662.875000 Penalty: 3141.879639
	Iteration 40F: 3 clusters Score -1420663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1420663.250000 Penalty: 3141.879639
	Iteration 41Q: 3 clusters Score -1420663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1420661.750000 Penalty: 3141.879639
	Iteration 42Q: 3 clusters Score -1420662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1420662.625000 Penalty: 3141.879639
	Iteration 43Q: 3 clusters Score -1420663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1420666.250000 Penalty: 3141.879639
	Iteration 44Q: 3 clusters Score -1420666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1420666.750000 Penalty: 3141.879639
	Iteration 45Q: 3 clusters Score -1420667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1420665.875000 Penalty: 3141.879639
	Iteration 46Q: 3 clusters Score -1420666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1420665.375000 Penalty: 3141.879639
	Iteration 47Q: 3 clusters Score -1420665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1420668.625000 Penalty: 3141.879639
	Iteration 48Q: 3 clusters Score -1420669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1420665.750000 Penalty: 3141.879639
	Iteration 49Q: 3 clusters Score -1420666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1420667.125000 Penalty: 3141.879639
	Iteration 50Q: 3 clusters Score -1420667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1420668.000000 Penalty: 3141.879639
	Iteration 51Q: 3 clusters Score -1420668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1420671.875000 Penalty: 3141.879639
	Iteration 52Q: 3 clusters Score -1420672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1420670.750000 Penalty: 3141.879639
	Iteration 53Q: 3 clusters Score -1420671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1420669.750000 Penalty: 3141.879639
	Iteration 54Q: 3 clusters Score -1420670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1420672.000000 Penalty: 3141.879639
	Iteration 55Q: 3 clusters Score -1420672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1420672.625000 Penalty: 3141.879639
	Iteration 56Q: 3 clusters Score -1420673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1420674.375000 Penalty: 3141.879639
	Iteration 57Q: 3 clusters Score -1420674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1420673.000000 Penalty: 3141.879639
	Iteration 58Q: 3 clusters Score -1420673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1420676.000000 Penalty: 3141.879639
	Iteration 59Q: 3 clusters Score -1420676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1420674.875000 Penalty: 3141.879639
	Iteration 60F: 3 clusters Score -1420675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170058 members 
Entering Unmasked Estep 
Score: -15198092.000000 Penalty: 1957.132935
	Iteration 0F: 2 clusters Score -1.519809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -15084113.000000 Penalty: 3914.265869
	Iteration 0F: 3 clusters Score -1.508411e+07 nChanged 82097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 86035 members 
Entering Unmasked Estep 
Score: -15132355.000000 Penalty: 3914.265869
	Iteration 1F: 3 clusters Score -1.513236e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -15133589.000000 Penalty: 3914.265869
	Iteration 2Q: 3 clusters Score -1.513359e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -15135553.000000 Penalty: 3914.265869
	Iteration 3Q: 3 clusters Score -1.513555e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -15138522.000000 Penalty: 3914.265869
	Iteration 4Q: 3 clusters Score -1.513852e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -15143240.000000 Penalty: 3914.265869
	Iteration 5F: 3 clusters Score -1.514324e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -15150306.000000 Penalty: 3914.265869
	Iteration 6F: 3 clusters Score -1.515031e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -15159430.000000 Penalty: 3914.265869
	Iteration 7F: 3 clusters Score -1.515943e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -15169306.000000 Penalty: 3914.265869
	Iteration 8F: 3 clusters Score -1.516931e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -15177150.000000 Penalty: 3914.265869
	Iteration 9F: 3 clusters Score -1.517715e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -15181126.000000 Penalty: 3914.265869
	Iteration 10Q: 3 clusters Score -1.518113e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 117160 members 
Entering Unmasked Estep 
Score: -15182919.000000 Penalty: 3914.265869
	Iteration 11Q: 3 clusters Score -1.518292e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 119305 members 
Entering Unmasked Estep 
Score: -15183790.000000 Penalty: 3914.265869
	Iteration 12Q: 3 clusters Score -1.518379e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -15184588.000000 Penalty: 3914.265869
	Iteration 13Q: 3 clusters Score -1.518459e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -15185286.000000 Penalty: 3914.265869
	Iteration 14Q: 3 clusters Score -1.518529e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 125566 members 
Entering Unmasked Estep 
Score: -15185951.000000 Penalty: 3914.265869
	Iteration 15Q: 3 clusters Score -1.518595e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 127715 members 
Entering Unmasked Estep 
Score: -15186658.000000 Penalty: 3914.265869
	Iteration 16Q: 3 clusters Score -1.518666e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 129856 members 
Entering Unmasked Estep 
Score: -15187501.000000 Penalty: 3914.265869
	Iteration 17Q: 3 clusters Score -1.51875e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 131966 members 
Entering Unmasked Estep 
Score: -15188278.000000 Penalty: 3914.265869
	Iteration 18Q: 3 clusters Score -1.518828e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 133968 members 
Entering Unmasked Estep 
Score: -15189095.000000 Penalty: 3914.265869
	Iteration 19Q: 3 clusters Score -1.51891e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 135886 members 
Entering Unmasked Estep 
Score: -15189838.000000 Penalty: 3914.265869
	Iteration 20F: 3 clusters Score -1.518984e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -15190491.000000 Penalty: 3914.265869
	Iteration 21Q: 3 clusters Score -1.519049e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 139470 members 
Entering Unmasked Estep 
Score: -15191093.000000 Penalty: 3914.265869
	Iteration 22Q: 3 clusters Score -1.519109e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 141051 members 
Entering Unmasked Estep 
Score: -15191700.000000 Penalty: 3914.265869
	Iteration 23Q: 3 clusters Score -1.51917e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 142499 members 
Entering Unmasked Estep 
Score: -15192118.000000 Penalty: 3914.265869
	Iteration 24Q: 3 clusters Score -1.519212e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 143777 members 
Entering Unmasked Estep 
Score: -15192540.000000 Penalty: 3914.265869
	Iteration 25Q: 3 clusters Score -1.519254e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 144972 members 
Entering Unmasked Estep 
Score: -15192944.000000 Penalty: 3914.265869
	Iteration 26Q: 3 clusters Score -1.519294e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 146036 members 
Entering Unmasked Estep 
Score: -15193184.000000 Penalty: 3914.265869
	Iteration 27Q: 3 clusters Score -1.519318e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -15193335.000000 Penalty: 3914.265869
	Iteration 28Q: 3 clusters Score -1.519334e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 147936 members 
Entering Unmasked Estep 
Score: -15193559.000000 Penalty: 3914.265869
	Iteration 29Q: 3 clusters Score -1.519356e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 148758 members 
Entering Unmasked Estep 
Score: -15193748.000000 Penalty: 3914.265869
	Iteration 30Q: 3 clusters Score -1.519375e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 149535 members 
Entering Unmasked Estep 
Score: -15193894.000000 Penalty: 3914.265869
	Iteration 31Q: 3 clusters Score -1.519389e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 150250 members 
Entering Unmasked Estep 
Score: -15194037.000000 Penalty: 3914.265869
	Iteration 32Q: 3 clusters Score -1.519404e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -15194149.000000 Penalty: 3914.265869
	Iteration 33Q: 3 clusters Score -1.519415e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -15194320.000000 Penalty: 3914.265869
	Iteration 34Q: 3 clusters Score -1.519432e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -15194442.000000 Penalty: 3914.265869
	Iteration 35Q: 3 clusters Score -1.519444e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -15194546.000000 Penalty: 3914.265869
	Iteration 36Q: 3 clusters Score -1.519455e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -15194602.000000 Penalty: 3914.265869
	Iteration 37Q: 3 clusters Score -1.51946e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 153908 members 
Entering Unmasked Estep 
Score: -15194692.000000 Penalty: 3914.265869
	Iteration 38Q: 3 clusters Score -1.519469e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -15194728.000000 Penalty: 3914.265869
	Iteration 39Q: 3 clusters Score -1.519473e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 154892 members 
Entering Unmasked Estep 
Score: -15194794.000000 Penalty: 3914.265869
	Iteration 40F: 3 clusters Score -1.519479e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 155376 members 
Entering Unmasked Estep 
Score: -15194834.000000 Penalty: 3914.265869
	Iteration 41Q: 3 clusters Score -1.519483e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 155870 members 
Entering Unmasked Estep 
Score: -15194990.000000 Penalty: 3914.265869
	Iteration 42Q: 3 clusters Score -1.519499e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 156324 members 
Entering Unmasked Estep 
Score: -15195050.000000 Penalty: 3914.265869
	Iteration 43Q: 3 clusters Score -1.519505e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -15195084.000000 Penalty: 3914.265869
	Iteration 44Q: 3 clusters Score -1.519508e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -15195144.000000 Penalty: 3914.265869
	Iteration 45Q: 3 clusters Score -1.519514e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 157579 members 
Entering Unmasked Estep 
Score: -15195209.000000 Penalty: 3914.265869
	Iteration 46Q: 3 clusters Score -1.519521e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -15195230.000000 Penalty: 3914.265869
	Iteration 47Q: 3 clusters Score -1.519523e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -15195325.000000 Penalty: 3914.265869
	Iteration 48Q: 3 clusters Score -1.519532e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 158750 members 
Entering Unmasked Estep 
Score: -15195405.000000 Penalty: 3914.265869
	Iteration 49Q: 3 clusters Score -1.51954e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -15195517.000000 Penalty: 3914.265869
	Iteration 50Q: 3 clusters Score -1.519552e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 159493 members 
Entering Unmasked Estep 
Score: -15195592.000000 Penalty: 3914.265869
	Iteration 51Q: 3 clusters Score -1.519559e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 159858 members 
Entering Unmasked Estep 
Score: -15195693.000000 Penalty: 3914.265869
	Iteration 52Q: 3 clusters Score -1.519569e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -15195719.000000 Penalty: 3914.265869
	Iteration 53Q: 3 clusters Score -1.519572e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 160550 members 
Entering Unmasked Estep 
Score: -15195779.000000 Penalty: 3914.265869
	Iteration 54Q: 3 clusters Score -1.519578e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 160892 members 
Entering Unmasked Estep 
Score: -15195859.000000 Penalty: 3914.265869
	Iteration 55Q: 3 clusters Score -1.519586e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 161201 members 
Entering Unmasked Estep 
Score: -15195929.000000 Penalty: 3914.265869
	Iteration 56Q: 3 clusters Score -1.519593e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -15195980.000000 Penalty: 3914.265869
	Iteration 57Q: 3 clusters Score -1.519598e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 161792 members 
Entering Unmasked Estep 
Score: -15195976.000000 Penalty: 3914.265869
	Iteration 58Q: 3 clusters Score -1.519598e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 162055 members 
Entering Unmasked Estep 
Score: -15195998.000000 Penalty: 3914.265869
	Iteration 59Q: 3 clusters Score -1.5196e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -15196098.000000 Penalty: 3914.265869
	Iteration 60F: 3 clusters Score -1.51961e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 162508 members 
Entering Unmasked Estep 
Score: -15196145.000000 Penalty: 3914.265869
	Iteration 61Q: 3 clusters Score -1.519614e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -15196153.000000 Penalty: 3914.265869
	Iteration 62Q: 3 clusters Score -1.519615e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -15196208.000000 Penalty: 3914.265869
	Iteration 63Q: 3 clusters Score -1.519621e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -15196191.000000 Penalty: 3914.265869
	Iteration 64Q: 3 clusters Score -1.519619e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 163262 members 
Entering Unmasked Estep 
Score: -15196260.000000 Penalty: 3914.265869
	Iteration 65Q: 3 clusters Score -1.519626e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -15196261.000000 Penalty: 3914.265869
	Iteration 66Q: 3 clusters Score -1.519626e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 163577 members 
Entering Unmasked Estep 
Score: -15196278.000000 Penalty: 3914.265869
	Iteration 67Q: 3 clusters Score -1.519628e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -15196281.000000 Penalty: 3914.265869
	Iteration 68Q: 3 clusters Score -1.519628e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 163881 members 
Entering Unmasked Estep 
Score: -15196282.000000 Penalty: 3914.265869
	Iteration 69Q: 3 clusters Score -1.519628e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 164018 members 
Entering Unmasked Estep 
Score: -15196296.000000 Penalty: 3914.265869
	Iteration 70Q: 3 clusters Score -1.51963e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 164162 members 
Entering Unmasked Estep 
Score: -15196319.000000 Penalty: 3914.265869
	Iteration 71Q: 3 clusters Score -1.519632e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -15196348.000000 Penalty: 3914.265869
	Iteration 72Q: 3 clusters Score -1.519635e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -15196364.000000 Penalty: 3914.265869
	Iteration 73Q: 3 clusters Score -1.519636e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -15196411.000000 Penalty: 3914.265869
	Iteration 74Q: 3 clusters Score -1.519641e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 164696 members 
Entering Unmasked Estep 
Score: -15196413.000000 Penalty: 3914.265869
	Iteration 75Q: 3 clusters Score -1.519641e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -15196415.000000 Penalty: 3914.265869
	Iteration 76Q: 3 clusters Score -1.519642e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 164881 members 
Entering Unmasked Estep 
Score: -15196430.000000 Penalty: 3914.265869
	Iteration 77Q: 3 clusters Score -1.519643e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -15196468.000000 Penalty: 3914.265869
	Iteration 78Q: 3 clusters Score -1.519647e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 165055 members 
Entering Unmasked Estep 
Score: -15196454.000000 Penalty: 3914.265869
	Iteration 79Q: 3 clusters Score -1.519645e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -15196445.000000 Penalty: 3914.265869
	Iteration 80F: 3 clusters Score -1.519644e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 165231 members 
Entering Unmasked Estep 
Score: -15196460.000000 Penalty: 3914.265869
	Iteration 81Q: 3 clusters Score -1.519646e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 165315 members 
Entering Unmasked Estep 
Score: -15196461.000000 Penalty: 3914.265869
	Iteration 82Q: 3 clusters Score -1.519646e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -15196498.000000 Penalty: 3914.265869
	Iteration 83Q: 3 clusters Score -1.51965e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 165527 members 
Entering Unmasked Estep 
Score: -15196512.000000 Penalty: 3914.265869
	Iteration 84Q: 3 clusters Score -1.519651e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 165612 members 
Entering Unmasked Estep 
Score: -15196527.000000 Penalty: 3914.265869
	Iteration 85Q: 3 clusters Score -1.519653e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 165687 members 
Entering Unmasked Estep 
Score: -15196548.000000 Penalty: 3914.265869
	Iteration 86Q: 3 clusters Score -1.519655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -15196543.000000 Penalty: 3914.265869
	Iteration 87Q: 3 clusters Score -1.519654e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 165832 members 
Entering Unmasked Estep 
Score: -15196540.000000 Penalty: 3914.265869
	Iteration 88Q: 3 clusters Score -1.519654e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -15196537.000000 Penalty: 3914.265869
	Iteration 89Q: 3 clusters Score -1.519654e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -15196559.000000 Penalty: 3914.265869
	Iteration 90Q: 3 clusters Score -1.519656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 166028 members 
Entering Unmasked Estep 
Score: -15196605.000000 Penalty: 3914.265869
	Iteration 91Q: 3 clusters Score -1.51966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -15196608.000000 Penalty: 3914.265869
	Iteration 92Q: 3 clusters Score -1.519661e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 166118 members 
Entering Unmasked Estep 
Score: -15196610.000000 Penalty: 3914.265869
	Iteration 93Q: 3 clusters Score -1.519661e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 166169 members 
Entering Unmasked Estep 
Score: -15196611.000000 Penalty: 3914.265869
	Iteration 94Q: 3 clusters Score -1.519661e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -15196617.000000 Penalty: 3914.265869
	Iteration 95Q: 3 clusters Score -1.519662e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 166277 members 
Entering Unmasked Estep 
Score: -15196608.000000 Penalty: 3914.265869
	Iteration 96Q: 3 clusters Score -1.519661e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -15196626.000000 Penalty: 3914.265869
	Iteration 97Q: 3 clusters Score -1.519663e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 166371 members 
Entering Unmasked Estep 
Score: -15196646.000000 Penalty: 3914.265869
	Iteration 98Q: 3 clusters Score -1.519665e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -15196669.000000 Penalty: 3914.265869
	Iteration 99Q: 3 clusters Score -1.519667e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 166470 members 
Entering Unmasked Estep 
Score: -15196708.000000 Penalty: 3914.265869
	Iteration 100F: 3 clusters Score -1.519671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 166531 members 
Entering Unmasked Estep 
Score: -15196716.000000 Penalty: 3914.265869
	Iteration 101Q: 3 clusters Score -1.519672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 166577 members 
Entering Unmasked Estep 
Score: -15196728.000000 Penalty: 3914.265869
	Iteration 102Q: 3 clusters Score -1.519673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 166620 members 
Entering Unmasked Estep 
Score: -15196726.000000 Penalty: 3914.265869
	Iteration 103Q: 3 clusters Score -1.519673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -15196726.000000 Penalty: 3914.265869
	Iteration 104Q: 3 clusters Score -1.519673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 166710 members 
Entering Unmasked Estep 
Score: -15196746.000000 Penalty: 3914.265869
	Iteration 105Q: 3 clusters Score -1.519675e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 166756 members 
Entering Unmasked Estep 
Score: -15196740.000000 Penalty: 3914.265869
	Iteration 106Q: 3 clusters Score -1.519674e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -15196756.000000 Penalty: 3914.265869
	Iteration 107Q: 3 clusters Score -1.519676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 166855 members 
Entering Unmasked Estep 
Score: -15196767.000000 Penalty: 3914.265869
	Iteration 108Q: 3 clusters Score -1.519677e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 166904 members 
Entering Unmasked Estep 
Score: -15196790.000000 Penalty: 3914.265869
	Iteration 109Q: 3 clusters Score -1.519679e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 166949 members 
Entering Unmasked Estep 
Score: -15196792.000000 Penalty: 3914.265869
	Iteration 110Q: 3 clusters Score -1.519679e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 166989 members 
Entering Unmasked Estep 
Score: -15196788.000000 Penalty: 3914.265869
	Iteration 111Q: 3 clusters Score -1.519679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -15196812.000000 Penalty: 3914.265869
	Iteration 112Q: 3 clusters Score -1.519681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -15196833.000000 Penalty: 3914.265869
	Iteration 113Q: 3 clusters Score -1.519683e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 167097 members 
Entering Unmasked Estep 
Score: -15196844.000000 Penalty: 3914.265869
	Iteration 114Q: 3 clusters Score -1.519684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -15196831.000000 Penalty: 3914.265869
	Iteration 115Q: 3 clusters Score -1.519683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 167143 members 
Entering Unmasked Estep 
Score: -15196821.000000 Penalty: 3914.265869
	Iteration 116Q: 3 clusters Score -1.519682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 167159 members 
Entering Unmasked Estep 
Score: -15196833.000000 Penalty: 3914.265869
	Iteration 117Q: 3 clusters Score -1.519683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 167171 members 
Entering Unmasked Estep 
Score: -15196823.000000 Penalty: 3914.265869
	Iteration 118Q: 3 clusters Score -1.519682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 167185 members 
Entering Unmasked Estep 
Score: -15196831.000000 Penalty: 3914.265869
	Iteration 119Q: 3 clusters Score -1.519683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 167203 members 
Entering Unmasked Estep 
Score: -15196825.000000 Penalty: 3914.265869
	Iteration 120F: 3 clusters Score -1.519682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -15196813.000000 Penalty: 3914.265869
	Iteration 121Q: 3 clusters Score -1.519681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -15196811.000000 Penalty: 3914.265869
	Iteration 122Q: 3 clusters Score -1.519681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 167233 members 
Entering Unmasked Estep 
Score: -15196812.000000 Penalty: 3914.265869
	Iteration 123Q: 3 clusters Score -1.519681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 167242 members 
Entering Unmasked Estep 
Score: -15196814.000000 Penalty: 3914.265869
	Iteration 124Q: 3 clusters Score -1.519681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 167246 members 
Entering Unmasked Estep 
Score: -15196816.000000 Penalty: 3914.265869
	Iteration 125Q: 3 clusters Score -1.519682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -15196818.000000 Penalty: 3914.265869
	Iteration 126Q: 3 clusters Score -1.519682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 167253 members 
Entering Unmasked Estep 
Score: -15196814.000000 Penalty: 3914.265869
	Iteration 127Q: 3 clusters Score -1.519681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 167258 members 
Entering Unmasked Estep 
Score: -15196804.000000 Penalty: 3914.265869
	Iteration 128Q: 3 clusters Score -1.51968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 167265 members 
Entering Unmasked Estep 
Score: -15196813.000000 Penalty: 3914.265869
	Iteration 129Q: 3 clusters Score -1.519681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 167273 members 
Entering Unmasked Estep 
Score: -15196802.000000 Penalty: 3914.265869
	Iteration 130Q: 3 clusters Score -1.51968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -15196817.000000 Penalty: 3914.265869
	Iteration 131Q: 3 clusters Score -1.519682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -15196817.000000 Penalty: 3914.265869
	Iteration 132Q: 3 clusters Score -1.519682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 167295 members 
Entering Unmasked Estep 
Score: -15196820.000000 Penalty: 3914.265869
	Iteration 133Q: 3 clusters Score -1.519682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -15196824.000000 Penalty: 3914.265869
	Iteration 134Q: 3 clusters Score -1.519682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 167309 members 
Entering Unmasked Estep 
Score: -15196823.000000 Penalty: 3914.265869
	Iteration 135Q: 3 clusters Score -1.519682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 167314 members 
Entering Unmasked Estep 
Score: -15196830.000000 Penalty: 3914.265869
	Iteration 136Q: 3 clusters Score -1.519683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -15196827.000000 Penalty: 3914.265869
	Iteration 137Q: 3 clusters Score -1.519683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 167317 members 
Entering Unmasked Estep 
Score: -15196825.000000 Penalty: 3914.265869
	Iteration 138Q: 3 clusters Score -1.519682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -15196834.000000 Penalty: 3914.265869
	Iteration 139Q: 3 clusters Score -1.519683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 167320 members 
Entering Unmasked Estep 
Score: -15196825.000000 Penalty: 3914.265869
	Iteration 140F: 3 clusters Score -1.519682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 167321 members 
Entering Unmasked Estep 
Score: -15196826.000000 Penalty: 3914.265869
	Iteration 141Q: 3 clusters Score -1.519683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 167324 members 
Entering Unmasked Estep 
Score: -15196825.000000 Penalty: 3914.265869
	Iteration 142Q: 3 clusters Score -1.519682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 167326 members 
Entering Unmasked Estep 
Score: -15196826.000000 Penalty: 3914.265869
	Iteration 143Q: 3 clusters Score -1.519683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -15196830.000000 Penalty: 3914.265869
	Iteration 144Q: 3 clusters Score -1.519683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 167330 members 
Entering Unmasked Estep 
Score: -15196826.000000 Penalty: 3914.265869
	Iteration 145Q: 3 clusters Score -1.519683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 167331 members 
Entering Unmasked Estep 
Score: -15196829.000000 Penalty: 3914.265869
	Iteration 146Q: 3 clusters Score -1.519683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 167331 members 
Entering Unmasked Estep 
Score: -15196822.000000 Penalty: 3914.265869
	Iteration 147Q: 3 clusters Score -1.519682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 167333 members 
Entering Unmasked Estep 
Score: -15196819.000000 Penalty: 3914.265869
	Iteration 148Q: 3 clusters Score -1.519682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 167333 members 
Entering Unmasked Estep 
Score: -15196819.000000 Penalty: 3914.265869
	Iteration 149F: 3 clusters Score -1.519682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Entering Unmasked Estep 
Score: -1325974.250000 Penalty: 1551.635498
	Iteration 0F: 2 clusters Score -1325974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1316195.750000 Penalty: 3103.270996
	Iteration 0F: 3 clusters Score -1316196 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1319492.250000 Penalty: 3103.270996
	Iteration 1F: 3 clusters Score -1319492 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1319766.000000 Penalty: 3103.270996
	Iteration 2F: 3 clusters Score -1319766 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1319977.625000 Penalty: 3103.270996
	Iteration 3Q: 3 clusters Score -1319978 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1320176.375000 Penalty: 3103.270996
	Iteration 4Q: 3 clusters Score -1320176 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1320363.875000 Penalty: 3103.270996
	Iteration 5Q: 3 clusters Score -1320364 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1320563.625000 Penalty: 3103.270996
	Iteration 6Q: 3 clusters Score -1320564 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1320738.000000 Penalty: 3103.270996
	Iteration 7Q: 3 clusters Score -1320738 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1320947.625000 Penalty: 3103.270996
	Iteration 8Q: 3 clusters Score -1320948 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1321213.000000 Penalty: 3103.270996
	Iteration 9Q: 3 clusters Score -1321213 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1321592.375000 Penalty: 3103.270996
	Iteration 10Q: 3 clusters Score -1321592 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1322025.750000 Penalty: 3103.270996
	Iteration 11Q: 3 clusters Score -1322026 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1322473.750000 Penalty: 3103.270996
	Iteration 12F: 3 clusters Score -1322474 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1322842.125000 Penalty: 3103.270996
	Iteration 13Q: 3 clusters Score -1322842 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1323063.500000 Penalty: 3103.270996
	Iteration 14Q: 3 clusters Score -1323064 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1323189.250000 Penalty: 3103.270996
	Iteration 15Q: 3 clusters Score -1323189 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1323267.750000 Penalty: 3103.270996
	Iteration 16Q: 3 clusters Score -1323268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1323316.500000 Penalty: 3103.270996
	Iteration 17Q: 3 clusters Score -1323316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1323351.750000 Penalty: 3103.270996
	Iteration 18Q: 3 clusters Score -1323352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1323375.500000 Penalty: 3103.270996
	Iteration 19Q: 3 clusters Score -1323376 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1323410.000000 Penalty: 3103.270996
	Iteration 20F: 3 clusters Score -1323410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1323439.000000 Penalty: 3103.270996
	Iteration 21Q: 3 clusters Score -1323439 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1323463.625000 Penalty: 3103.270996
	Iteration 22Q: 3 clusters Score -1323464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1323494.625000 Penalty: 3103.270996
	Iteration 23Q: 3 clusters Score -1323495 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1323525.000000 Penalty: 3103.270996
	Iteration 24Q: 3 clusters Score -1323525 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1323550.875000 Penalty: 3103.270996
	Iteration 25Q: 3 clusters Score -1323551 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1323576.125000 Penalty: 3103.270996
	Iteration 26Q: 3 clusters Score -1323576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1323607.625000 Penalty: 3103.270996
	Iteration 27Q: 3 clusters Score -1323608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1323638.250000 Penalty: 3103.270996
	Iteration 28Q: 3 clusters Score -1323638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1323666.250000 Penalty: 3103.270996
	Iteration 29Q: 3 clusters Score -1323666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1323687.375000 Penalty: 3103.270996
	Iteration 30Q: 3 clusters Score -1323687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1323702.750000 Penalty: 3103.270996
	Iteration 31Q: 3 clusters Score -1323703 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1323723.750000 Penalty: 3103.270996
	Iteration 32Q: 3 clusters Score -1323724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1323727.250000 Penalty: 3103.270996
	Iteration 33Q: 3 clusters Score -1323727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1323732.500000 Penalty: 3103.270996
	Iteration 34Q: 3 clusters Score -1323732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1323743.750000 Penalty: 3103.270996
	Iteration 35Q: 3 clusters Score -1323744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1323751.750000 Penalty: 3103.270996
	Iteration 36Q: 3 clusters Score -1323752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1323757.125000 Penalty: 3103.270996
	Iteration 37Q: 3 clusters Score -1323757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1323758.250000 Penalty: 3103.270996
	Iteration 38Q: 3 clusters Score -1323758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1323762.375000 Penalty: 3103.270996
	Iteration 39Q: 3 clusters Score -1323762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1323771.250000 Penalty: 3103.270996
	Iteration 40F: 3 clusters Score -1323771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1323779.625000 Penalty: 3103.270996
	Iteration 41Q: 3 clusters Score -1323780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1323783.750000 Penalty: 3103.270996
	Iteration 42Q: 3 clusters Score -1323784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1323789.375000 Penalty: 3103.270996
	Iteration 43Q: 3 clusters Score -1323789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1323789.625000 Penalty: 3103.270996
	Iteration 44Q: 3 clusters Score -1323790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1323797.125000 Penalty: 3103.270996
	Iteration 45Q: 3 clusters Score -1323797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1323801.375000 Penalty: 3103.270996
	Iteration 46Q: 3 clusters Score -1323801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1323813.250000 Penalty: 3103.270996
	Iteration 47Q: 3 clusters Score -1323813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1323821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1323829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1323832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1323836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1323840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1323843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1323840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1323850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1323848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1323848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1323850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1323850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1323853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1323857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1323859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1323863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1323867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1323873 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1323878 nChanged 29
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Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1323881 nChanged 27
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Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1323882 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1323883 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1323884 nChanged 13
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Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1323886 nChanged 14
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Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1323887 nChanged 10
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Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1323889 nChanged 14
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Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1323888 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1323894 nChanged 10
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Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1323896 nChanged 12
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Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1323897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1323897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1323899 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1323901.625000 Penalty: 3103.270996
	Iteration 80F: 3 clusters Score -1323902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1323905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1323910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1323910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1323910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1323904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1323908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1323907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1323906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1323910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1323913.750000 Penalty: 3103.270996
	Iteration 90Q: 3 clusters Score -1323914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1323917.000000 Penalty: 3103.270996
	Iteration 91Q: 3 clusters Score -1323917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1323915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1323918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1323918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1323915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1323917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1323922.500000 Penalty: 3103.270996
	Iteration 97Q: 3 clusters Score -1323922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1323920.625000 Penalty: 3103.270996
	Iteration 98Q: 3 clusters Score -1323921 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1323923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1323921.625000 Penalty: 3103.270996
	Iteration 100F: 3 clusters Score -1323922 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1323924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1323929.500000 Penalty: 3103.270996
	Iteration 102Q: 3 clusters Score -1323930 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1323939 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1323939 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1323942.000000 Penalty: 3103.270996
	Iteration 105Q: 3 clusters Score -1323942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3891 members 
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	Iteration 106Q: 3 clusters Score -1323947 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1323950 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1323957 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1323960 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3781 members 
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	Iteration 110Q: 3 clusters Score -1323967 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1323963 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1323966 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1323967 nChanged 10
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Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1323969 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1323970 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1323975 nChanged 11
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Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1323976 nChanged 12
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Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3674 members 
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	Iteration 118Q: 3 clusters Score -1323976 nChanged 10
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Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3664 members 
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	Iteration 119Q: 3 clusters Score -1323975 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1323978 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1323980 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3609 members 
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	Iteration 122Q: 3 clusters Score -1323986 nChanged 24
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Mstep: Class 1 contains 10439 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1323983 nChanged 31
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Mstep: Class 1 contains 10470 members 
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	Iteration 124Q: 3 clusters Score -1323993 nChanged 29
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	Iteration 125Q: 3 clusters Score -1323990 nChanged 28
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Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1323998 nChanged 17
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	Iteration 127Q: 3 clusters Score -1324003 nChanged 15
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Mstep: Class 1 contains 10559 members 
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	Iteration 128Q: 3 clusters Score -1324008 nChanged 15
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	Iteration 129Q: 3 clusters Score -1324006 nChanged 15
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	Iteration 130Q: 3 clusters Score -1324004 nChanged 17
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1324008 nChanged 19
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Mstep: Class 1 contains 10625 members 
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	Iteration 132Q: 3 clusters Score -1324012 nChanged 21
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Mstep: Class 1 contains 10646 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1324015 nChanged 21
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Mstep: Class 1 contains 10667 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1324016 nChanged 18
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Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1324020 nChanged 18
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Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1324022 nChanged 18
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Mstep: Class 1 contains 10717 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1324020 nChanged 22
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Mstep: Class 1 contains 10739 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1324027 nChanged 28
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Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1324029 nChanged 29
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Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1324038 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1324035 nChanged 24
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Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1324037.875000 Penalty: 3103.270996
	Iteration 142Q: 3 clusters Score -1324038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1324041.125000 Penalty: 3103.270996
	Iteration 143Q: 3 clusters Score -1324041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1324044.375000 Penalty: 3103.270996
	Iteration 144Q: 3 clusters Score -1324044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1324049.250000 Penalty: 3103.270996
	Iteration 145Q: 3 clusters Score -1324049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1324054.250000 Penalty: 3103.270996
	Iteration 146Q: 3 clusters Score -1324054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1324054.750000 Penalty: 3103.270996
	Iteration 147Q: 3 clusters Score -1324055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1324059.500000 Penalty: 3103.270996
	Iteration 148Q: 3 clusters Score -1324060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1324065.875000 Penalty: 3103.270996
	Iteration 149Q: 3 clusters Score -1324066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1324069.125000 Penalty: 3103.270996
	Iteration 150Q: 3 clusters Score -1324069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1324071.125000 Penalty: 3103.270996
	Iteration 151Q: 3 clusters Score -1324071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1324077.750000 Penalty: 3103.270996
	Iteration 152Q: 3 clusters Score -1324078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1324081.250000 Penalty: 3103.270996
	Iteration 153Q: 3 clusters Score -1324081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1324078.500000 Penalty: 3103.270996
	Iteration 154Q: 3 clusters Score -1324078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1324080.625000 Penalty: 3103.270996
	Iteration 155Q: 3 clusters Score -1324081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1324082.875000 Penalty: 3103.270996
	Iteration 156Q: 3 clusters Score -1324083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1324085.375000 Penalty: 3103.270996
	Iteration 157Q: 3 clusters Score -1324085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1324085.875000 Penalty: 3103.270996
	Iteration 158Q: 3 clusters Score -1324086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1324089.125000 Penalty: 3103.270996
	Iteration 159Q: 3 clusters Score -1324089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1324095.000000 Penalty: 3103.270996
	Iteration 160F: 3 clusters Score -1324095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1324101.875000 Penalty: 3103.270996
	Iteration 161Q: 3 clusters Score -1324102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1324111.375000 Penalty: 3103.270996
	Iteration 162Q: 3 clusters Score -1324111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1324117.000000 Penalty: 3103.270996
	Iteration 163Q: 3 clusters Score -1324117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1324128.625000 Penalty: 3103.270996
	Iteration 164Q: 3 clusters Score -1324129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1324136.875000 Penalty: 3103.270996
	Iteration 165Q: 3 clusters Score -1324137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1324150.500000 Penalty: 3103.270996
	Iteration 166Q: 3 clusters Score -1324150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1324159.875000 Penalty: 3103.270996
	Iteration 167Q: 3 clusters Score -1324160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1324175.500000 Penalty: 3103.270996
	Iteration 168Q: 3 clusters Score -1324176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1324189.500000 Penalty: 3103.270996
	Iteration 169Q: 3 clusters Score -1324190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1324196.500000 Penalty: 3103.270996
	Iteration 170Q: 3 clusters Score -1324196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1324208.000000 Penalty: 3103.270996
	Iteration 171Q: 3 clusters Score -1324208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1324222.000000 Penalty: 3103.270996
	Iteration 172Q: 3 clusters Score -1324222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1324234.875000 Penalty: 3103.270996
	Iteration 173Q: 3 clusters Score -1324235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1324242.875000 Penalty: 3103.270996
	Iteration 174Q: 3 clusters Score -1324243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1324251.750000 Penalty: 3103.270996
	Iteration 175Q: 3 clusters Score -1324252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1324265.000000 Penalty: 3103.270996
	Iteration 176Q: 3 clusters Score -1324265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1324281.375000 Penalty: 3103.270996
	Iteration 177Q: 3 clusters Score -1324281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1324295.375000 Penalty: 3103.270996
	Iteration 178Q: 3 clusters Score -1324295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1324309.625000 Penalty: 3103.270996
	Iteration 179Q: 3 clusters Score -1324310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1324321.500000 Penalty: 3103.270996
	Iteration 180F: 3 clusters Score -1324322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1324337.875000 Penalty: 3103.270996
	Iteration 181Q: 3 clusters Score -1324338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1324352.750000 Penalty: 3103.270996
	Iteration 182Q: 3 clusters Score -1324353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1324356.250000 Penalty: 3103.270996
	Iteration 183Q: 3 clusters Score -1324356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1324370.375000 Penalty: 3103.270996
	Iteration 184Q: 3 clusters Score -1324370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1324385.625000 Penalty: 3103.270996
	Iteration 185Q: 3 clusters Score -1324386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1324391.125000 Penalty: 3103.270996
	Iteration 186Q: 3 clusters Score -1324391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1324391.125000 Penalty: 3103.270996
	Iteration 187Q: 3 clusters Score -1324391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1324395.750000 Penalty: 3103.270996
	Iteration 188Q: 3 clusters Score -1324396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1324403.500000 Penalty: 3103.270996
	Iteration 189Q: 3 clusters Score -1324404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1324417.375000 Penalty: 3103.270996
	Iteration 190Q: 3 clusters Score -1324417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1324424.375000 Penalty: 3103.270996
	Iteration 191Q: 3 clusters Score -1324424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1324435.625000 Penalty: 3103.270996
	Iteration 192Q: 3 clusters Score -1324436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1324452.250000 Penalty: 3103.270996
	Iteration 193Q: 3 clusters Score -1324452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1324466.875000 Penalty: 3103.270996
	Iteration 194Q: 3 clusters Score -1324467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1324484.625000 Penalty: 3103.270996
	Iteration 195Q: 3 clusters Score -1324485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1324503.000000 Penalty: 3103.270996
	Iteration 196Q: 3 clusters Score -1324503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1324517.625000 Penalty: 3103.270996
	Iteration 197Q: 3 clusters Score -1324518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1324528.250000 Penalty: 3103.270996
	Iteration 198Q: 3 clusters Score -1324528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1324534.125000 Penalty: 3103.270996
	Iteration 199Q: 3 clusters Score -1324534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1324553.125000 Penalty: 3103.270996
	Iteration 200F: 3 clusters Score -1324553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1324562.375000 Penalty: 3103.270996
	Iteration 201Q: 3 clusters Score -1324562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1324566.625000 Penalty: 3103.270996
	Iteration 202Q: 3 clusters Score -1324567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1324572.125000 Penalty: 3103.270996
	Iteration 203Q: 3 clusters Score -1324572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1324577.875000 Penalty: 3103.270996
	Iteration 204Q: 3 clusters Score -1324578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1324584.750000 Penalty: 3103.270996
	Iteration 205Q: 3 clusters Score -1324585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1324588.500000 Penalty: 3103.270996
	Iteration 206Q: 3 clusters Score -1324588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1324592.125000 Penalty: 3103.270996
	Iteration 207Q: 3 clusters Score -1324592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1324598.125000 Penalty: 3103.270996
	Iteration 208Q: 3 clusters Score -1324598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1324599.125000 Penalty: 3103.270996
	Iteration 209Q: 3 clusters Score -1324599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1324602.750000 Penalty: 3103.270996
	Iteration 210Q: 3 clusters Score -1324603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1324607.625000 Penalty: 3103.270996
	Iteration 211Q: 3 clusters Score -1324608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1324609.875000 Penalty: 3103.270996
	Iteration 212Q: 3 clusters Score -1324610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1324614.625000 Penalty: 3103.270996
	Iteration 213Q: 3 clusters Score -1324615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1324620.125000 Penalty: 3103.270996
	Iteration 214Q: 3 clusters Score -1324620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1324618.750000 Penalty: 3103.270996
	Iteration 215Q: 3 clusters Score -1324619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1324616.750000 Penalty: 3103.270996
	Iteration 216Q: 3 clusters Score -1324617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1324620.000000 Penalty: 3103.270996
	Iteration 217Q: 3 clusters Score -1324620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1324618.375000 Penalty: 3103.270996
	Iteration 218Q: 3 clusters Score -1324618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1324619.250000 Penalty: 3103.270996
	Iteration 219Q: 3 clusters Score -1324619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1324620.500000 Penalty: 3103.270996
	Iteration 220F: 3 clusters Score -1324620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1324621.000000 Penalty: 3103.270996
	Iteration 221Q: 3 clusters Score -1324621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1324621.000000 Penalty: 3103.270996
	Iteration 222F: 3 clusters Score -1324621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Entering Unmasked Estep 
Score: -604380.062500 Penalty: 1429.355957
	Iteration 0F: 2 clusters Score -604380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -599392.687500 Penalty: 2858.711914
	Iteration 0F: 3 clusters Score -599392.7 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -600863.000000 Penalty: 2858.711914
	Iteration 1F: 3 clusters Score -600863 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -601061.812500 Penalty: 2858.711914
	Iteration 2F: 3 clusters Score -601061.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -601191.062500 Penalty: 2858.711914
	Iteration 3Q: 3 clusters Score -601191.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -601297.687500 Penalty: 2858.711914
	Iteration 4Q: 3 clusters Score -601297.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -601418.562500 Penalty: 2858.711914
	Iteration 5Q: 3 clusters Score -601418.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -601549.750000 Penalty: 2858.711914
	Iteration 6Q: 3 clusters Score -601549.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -601677.812500 Penalty: 2858.711914
	Iteration 7Q: 3 clusters Score -601677.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -601820.187500 Penalty: 2858.711914
	Iteration 8Q: 3 clusters Score -601820.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -601977.000000 Penalty: 2858.711914
	Iteration 9Q: 3 clusters Score -601977 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -602121.437500 Penalty: 2858.711914
	Iteration 10Q: 3 clusters Score -602121.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -602254.812500 Penalty: 2858.711914
	Iteration 11Q: 3 clusters Score -602254.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -602383.000000 Penalty: 2858.711914
	Iteration 12Q: 3 clusters Score -602383 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -602510.000000 Penalty: 2858.711914
	Iteration 13Q: 3 clusters Score -602510 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -602622.750000 Penalty: 2858.711914
	Iteration 14Q: 3 clusters Score -602622.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -602702.312500 Penalty: 2858.711914
	Iteration 15Q: 3 clusters Score -602702.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -602775.687500 Penalty: 2858.711914
	Iteration 16Q: 3 clusters Score -602775.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -602838.062500 Penalty: 2858.711914
	Iteration 17Q: 3 clusters Score -602838.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -602885.750000 Penalty: 2858.711914
	Iteration 18Q: 3 clusters Score -602885.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -602926.437500 Penalty: 2858.711914
	Iteration 19Q: 3 clusters Score -602926.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -602952.375000 Penalty: 2858.711914
	Iteration 20F: 3 clusters Score -602952.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -602972.562500 Penalty: 2858.711914
	Iteration 21Q: 3 clusters Score -602972.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -602992.062500 Penalty: 2858.711914
	Iteration 22Q: 3 clusters Score -602992.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -603005.375000 Penalty: 2858.711914
	Iteration 23Q: 3 clusters Score -603005.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -603012.875000 Penalty: 2858.711914
	Iteration 24Q: 3 clusters Score -603012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -603021.000000 Penalty: 2858.711914
	Iteration 25Q: 3 clusters Score -603021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -603026.687500 Penalty: 2858.711914
	Iteration 26Q: 3 clusters Score -603026.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -603031.875000 Penalty: 2858.711914
	Iteration 27Q: 3 clusters Score -603031.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -603044.375000 Penalty: 2858.711914
	Iteration 28Q: 3 clusters Score -603044.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -603053.437500 Penalty: 2858.711914
	Iteration 29Q: 3 clusters Score -603053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -603062.875000 Penalty: 2858.711914
	Iteration 30Q: 3 clusters Score -603062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -603071.625000 Penalty: 2858.711914
	Iteration 31Q: 3 clusters Score -603071.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -603078.312500 Penalty: 2858.711914
	Iteration 32Q: 3 clusters Score -603078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -603080.375000 Penalty: 2858.711914
	Iteration 33Q: 3 clusters Score -603080.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -603085.750000 Penalty: 2858.711914
	Iteration 34Q: 3 clusters Score -603085.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -603090.312500 Penalty: 2858.711914
	Iteration 35Q: 3 clusters Score -603090.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -603103.375000 Penalty: 2858.711914
	Iteration 36Q: 3 clusters Score -603103.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -603112.187500 Penalty: 2858.711914
	Iteration 37Q: 3 clusters Score -603112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -603123.062500 Penalty: 2858.711914
	Iteration 38Q: 3 clusters Score -603123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -603132.875000 Penalty: 2858.711914
	Iteration 39Q: 3 clusters Score -603132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -603140.437500 Penalty: 2858.711914
	Iteration 40F: 3 clusters Score -603140.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -603148.875000 Penalty: 2858.711914
	Iteration 41Q: 3 clusters Score -603148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -603153.062500 Penalty: 2858.711914
	Iteration 42Q: 3 clusters Score -603153.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -603161.312500 Penalty: 2858.711914
	Iteration 43Q: 3 clusters Score -603161.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -603167.187500 Penalty: 2858.711914
	Iteration 44Q: 3 clusters Score -603167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -603169.625000 Penalty: 2858.711914
	Iteration 45Q: 3 clusters Score -603169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -603172.562500 Penalty: 2858.711914
	Iteration 46Q: 3 clusters Score -603172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -603172.375000 Penalty: 2858.711914
	Iteration 47Q: 3 clusters Score -603172.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -603172.375000 Penalty: 2858.711914
	Iteration 48F: 3 clusters Score -603172.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Entering Unmasked Estep 
Score: -2131699.250000 Penalty: 1627.623779
	Iteration 0F: 2 clusters Score -2131699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2116558.250000 Penalty: 3255.247559
	Iteration 0F: 3 clusters Score -2116558 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2121987.500000 Penalty: 3255.247559
	Iteration 1F: 3 clusters Score -2121988 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2122271.000000 Penalty: 3255.247559
	Iteration 2Q: 3 clusters Score -2122271 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2122535.750000 Penalty: 3255.247559
	Iteration 3Q: 3 clusters Score -2122536 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2122752.250000 Penalty: 3255.247559
	Iteration 4Q: 3 clusters Score -2122752 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2123012.250000 Penalty: 3255.247559
	Iteration 5Q: 3 clusters Score -2123012 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2123319.750000 Penalty: 3255.247559
	Iteration 6Q: 3 clusters Score -2123320 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2123675.250000 Penalty: 3255.247559
	Iteration 7Q: 3 clusters Score -2123675 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2124090.500000 Penalty: 3255.247559
	Iteration 8Q: 3 clusters Score -2124090 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2124613.000000 Penalty: 3255.247559
	Iteration 9Q: 3 clusters Score -2124613 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2125219.750000 Penalty: 3255.247559
	Iteration 10Q: 3 clusters Score -2125220 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2125883.500000 Penalty: 3255.247559
	Iteration 11Q: 3 clusters Score -2125884 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2126513.000000 Penalty: 3255.247559
	Iteration 12Q: 3 clusters Score -2126513 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2127042.750000 Penalty: 3255.247559
	Iteration 13Q: 3 clusters Score -2127043 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2127420.500000 Penalty: 3255.247559
	Iteration 14Q: 3 clusters Score -2127420 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2127703.500000 Penalty: 3255.247559
	Iteration 15Q: 3 clusters Score -2127704 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2127917.250000 Penalty: 3255.247559
	Iteration 16Q: 3 clusters Score -2127917 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2128107.750000 Penalty: 3255.247559
	Iteration 17Q: 3 clusters Score -2128108 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2128311.250000 Penalty: 3255.247559
	Iteration 18Q: 3 clusters Score -2128311 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2128487.750000 Penalty: 3255.247559
	Iteration 19Q: 3 clusters Score -2128488 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2128687.750000 Penalty: 3255.247559
	Iteration 20F: 3 clusters Score -2128688 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2128880.000000 Penalty: 3255.247559
	Iteration 21Q: 3 clusters Score -2128880 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2129058.750000 Penalty: 3255.247559
	Iteration 22Q: 3 clusters Score -2129059 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2129239.250000 Penalty: 3255.247559
	Iteration 23Q: 3 clusters Score -2129239 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2129388.250000 Penalty: 3255.247559
	Iteration 24Q: 3 clusters Score -2129388 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2129509.000000 Penalty: 3255.247559
	Iteration 25Q: 3 clusters Score -2129509 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2129610.000000 Penalty: 3255.247559
	Iteration 26Q: 3 clusters Score -2129610 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2129702.250000 Penalty: 3255.247559
	Iteration 27Q: 3 clusters Score -2129702 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2129779.000000 Penalty: 3255.247559
	Iteration 28Q: 3 clusters Score -2129779 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2129846.750000 Penalty: 3255.247559
	Iteration 29Q: 3 clusters Score -2129847 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2129921.250000 Penalty: 3255.247559
	Iteration 30Q: 3 clusters Score -2129921 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2129988.000000 Penalty: 3255.247559
	Iteration 31Q: 3 clusters Score -2129988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2130046.000000 Penalty: 3255.247559
	Iteration 32Q: 3 clusters Score -2130046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2130107.000000 Penalty: 3255.247559
	Iteration 33Q: 3 clusters Score -2130107 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2130146.250000 Penalty: 3255.247559
	Iteration 34Q: 3 clusters Score -2130146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2130178.000000 Penalty: 3255.247559
	Iteration 35Q: 3 clusters Score -2130178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2130212.000000 Penalty: 3255.247559
	Iteration 36Q: 3 clusters Score -2130212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2130234.500000 Penalty: 3255.247559
	Iteration 37Q: 3 clusters Score -2130234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2130253.500000 Penalty: 3255.247559
	Iteration 38Q: 3 clusters Score -2130254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2130261.750000 Penalty: 3255.247559
	Iteration 39Q: 3 clusters Score -2130262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2130265.750000 Penalty: 3255.247559
	Iteration 40F: 3 clusters Score -2130266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2130276.500000 Penalty: 3255.247559
	Iteration 41Q: 3 clusters Score -2130276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2130278.750000 Penalty: 3255.247559
	Iteration 42Q: 3 clusters Score -2130279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2130281.250000 Penalty: 3255.247559
	Iteration 43Q: 3 clusters Score -2130281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2130291.750000 Penalty: 3255.247559
	Iteration 44Q: 3 clusters Score -2130292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -2130295.500000 Penalty: 3255.247559
	Iteration 45Q: 3 clusters Score -2130296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2130298.250000 Penalty: 3255.247559
	Iteration 46Q: 3 clusters Score -2130298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2130296.500000 Penalty: 3255.247559
	Iteration 47Q: 3 clusters Score -2130296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2130298.500000 Penalty: 3255.247559
	Iteration 48Q: 3 clusters Score -2130298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2130297.500000 Penalty: 3255.247559
	Iteration 49Q: 3 clusters Score -2130298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2130297.500000 Penalty: 3255.247559
	Iteration 50F: 3 clusters Score -2130298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -286712.500000 Penalty: 1319.063232
	Iteration 0F: 2 clusters Score -286712.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -283765.187500 Penalty: 2638.126465
	Iteration 0F: 3 clusters Score -283765.2 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -284477.000000 Penalty: 2638.126465
	Iteration 1F: 3 clusters Score -284477 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -284634.500000 Penalty: 2638.126465
	Iteration 2F: 3 clusters Score -284634.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -284761.906250 Penalty: 2638.126465
	Iteration 3F: 3 clusters Score -284761.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -284875.562500 Penalty: 2638.126465
	Iteration 4F: 3 clusters Score -284875.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -284972.687500 Penalty: 2638.126465
	Iteration 5Q: 3 clusters Score -284972.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -285066.906250 Penalty: 2638.126465
	Iteration 6Q: 3 clusters Score -285066.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -285167.843750 Penalty: 2638.126465
	Iteration 7Q: 3 clusters Score -285167.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -285262.906250 Penalty: 2638.126465
	Iteration 8Q: 3 clusters Score -285262.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -285341.843750 Penalty: 2638.126465
	Iteration 9Q: 3 clusters Score -285341.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -285407.781250 Penalty: 2638.126465
	Iteration 10Q: 3 clusters Score -285407.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -285460.187500 Penalty: 2638.126465
	Iteration 11Q: 3 clusters Score -285460.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -285500.531250 Penalty: 2638.126465
	Iteration 12Q: 3 clusters Score -285500.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -285543.156250 Penalty: 2638.126465
	Iteration 13Q: 3 clusters Score -285543.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -285570.062500 Penalty: 2638.126465
	Iteration 14Q: 3 clusters Score -285570.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -285596.937500 Penalty: 2638.126465
	Iteration 15Q: 3 clusters Score -285596.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -285625.562500 Penalty: 2638.126465
	Iteration 16Q: 3 clusters Score -285625.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -285649.375000 Penalty: 2638.126465
	Iteration 17Q: 3 clusters Score -285649.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -285666.000000 Penalty: 2638.126465
	Iteration 18Q: 3 clusters Score -285666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -285679.843750 Penalty: 2638.126465
	Iteration 19Q: 3 clusters Score -285679.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -285707.437500 Penalty: 2638.126465
	Iteration 20F: 3 clusters Score -285707.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -285726.843750 Penalty: 2638.126465
	Iteration 21Q: 3 clusters Score -285726.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -285739.625000 Penalty: 2638.126465
	Iteration 22Q: 3 clusters Score -285739.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -285748.281250 Penalty: 2638.126465
	Iteration 23Q: 3 clusters Score -285748.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -285752.812500 Penalty: 2638.126465
	Iteration 24Q: 3 clusters Score -285752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -285759.468750 Penalty: 2638.126465
	Iteration 25Q: 3 clusters Score -285759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -285763.843750 Penalty: 2638.126465
	Iteration 26Q: 3 clusters Score -285763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -285768.562500 Penalty: 2638.126465
	Iteration 27Q: 3 clusters Score -285768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -285770.750000 Penalty: 2638.126465
	Iteration 28Q: 3 clusters Score -285770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -285773.093750 Penalty: 2638.126465
	Iteration 29Q: 3 clusters Score -285773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -285776.468750 Penalty: 2638.126465
	Iteration 30Q: 3 clusters Score -285776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -285780.406250 Penalty: 2638.126465
	Iteration 31Q: 3 clusters Score -285780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -285784.437500 Penalty: 2638.126465
	Iteration 32Q: 3 clusters Score -285784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -285788.687500 Penalty: 2638.126465
	Iteration 33Q: 3 clusters Score -285788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -285791.343750 Penalty: 2638.126465
	Iteration 34Q: 3 clusters Score -285791.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -285795.187500 Penalty: 2638.126465
	Iteration 35Q: 3 clusters Score -285795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -285796.500000 Penalty: 2638.126465
	Iteration 36Q: 3 clusters Score -285796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -285797.375000 Penalty: 2638.126465
	Iteration 37Q: 3 clusters Score -285797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -285799.437500 Penalty: 2638.126465
	Iteration 38Q: 3 clusters Score -285799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -285802.250000 Penalty: 2638.126465
	Iteration 39Q: 3 clusters Score -285802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -285805.468750 Penalty: 2638.126465
	Iteration 40F: 3 clusters Score -285805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -285807.531250 Penalty: 2638.126465
	Iteration 41Q: 3 clusters Score -285807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -285809.312500 Penalty: 2638.126465
	Iteration 42Q: 3 clusters Score -285809.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -285812.906250 Penalty: 2638.126465
	Iteration 43Q: 3 clusters Score -285812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -285814.093750 Penalty: 2638.126465
	Iteration 44Q: 3 clusters Score -285814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -285814.093750 Penalty: 2638.126465
	Iteration 45F: 3 clusters Score -285814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Entering Unmasked Estep 
Score: -562572.750000 Penalty: 1423.929932
	Iteration 0F: 2 clusters Score -562572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -557774.687500 Penalty: 2847.859863
	Iteration 0F: 3 clusters Score -557774.7 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -559299.937500 Penalty: 2847.859863
	Iteration 1F: 3 clusters Score -559299.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -559772.250000 Penalty: 2847.859863
	Iteration 2F: 3 clusters Score -559772.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -560193.000000 Penalty: 2847.859863
	Iteration 3F: 3 clusters Score -560193 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -560565.187500 Penalty: 2847.859863
	Iteration 4F: 3 clusters Score -560565.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -560831.437500 Penalty: 2847.859863
	Iteration 5F: 3 clusters Score -560831.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -561077.875000 Penalty: 2847.859863
	Iteration 6F: 3 clusters Score -561077.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -561320.750000 Penalty: 2847.859863
	Iteration 7Q: 3 clusters Score -561320.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -561555.937500 Penalty: 2847.859863
	Iteration 8Q: 3 clusters Score -561555.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -561774.000000 Penalty: 2847.859863
	Iteration 9Q: 3 clusters Score -561774 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -561979.562500 Penalty: 2847.859863
	Iteration 10Q: 3 clusters Score -561979.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -562133.875000 Penalty: 2847.859863
	Iteration 11Q: 3 clusters Score -562133.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -562244.812500 Penalty: 2847.859863
	Iteration 12Q: 3 clusters Score -562244.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -562316.812500 Penalty: 2847.859863
	Iteration 13Q: 3 clusters Score -562316.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -562377.125000 Penalty: 2847.859863
	Iteration 14Q: 3 clusters Score -562377.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -562423.625000 Penalty: 2847.859863
	Iteration 15Q: 3 clusters Score -562423.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -562453.000000 Penalty: 2847.859863
	Iteration 16Q: 3 clusters Score -562453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -562471.125000 Penalty: 2847.859863
	Iteration 17Q: 3 clusters Score -562471.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -562480.875000 Penalty: 2847.859863
	Iteration 18Q: 3 clusters Score -562480.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -562485.062500 Penalty: 2847.859863
	Iteration 19Q: 3 clusters Score -562485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -562488.937500 Penalty: 2847.859863
	Iteration 20F: 3 clusters Score -562488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -562490.062500 Penalty: 2847.859863
	Iteration 21Q: 3 clusters Score -562490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -562491.687500 Penalty: 2847.859863
	Iteration 22Q: 3 clusters Score -562491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -562493.250000 Penalty: 2847.859863
	Iteration 23Q: 3 clusters Score -562493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -562493.250000 Penalty: 2847.859863
	Iteration 24F: 3 clusters Score -562493.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -219136.250000 Penalty: 1280.692139
	Iteration 0F: 2 clusters Score -219136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -216648.062500 Penalty: 2561.384277
	Iteration 0F: 3 clusters Score -216648.1 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -217239.187500 Penalty: 2561.384277
	Iteration 1F: 3 clusters Score -217239.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -217391.562500 Penalty: 2561.384277
	Iteration 2F: 3 clusters Score -217391.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -217483.140625 Penalty: 2561.384277
	Iteration 3F: 3 clusters Score -217483.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -217551.406250 Penalty: 2561.384277
	Iteration 4Q: 3 clusters Score -217551.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -217631.468750 Penalty: 2561.384277
	Iteration 5Q: 3 clusters Score -217631.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -217714.250000 Penalty: 2561.384277
	Iteration 6Q: 3 clusters Score -217714.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -217790.828125 Penalty: 2561.384277
	Iteration 7Q: 3 clusters Score -217790.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -217853.484375 Penalty: 2561.384277
	Iteration 8Q: 3 clusters Score -217853.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -217915.437500 Penalty: 2561.384277
	Iteration 9Q: 3 clusters Score -217915.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -217981.656250 Penalty: 2561.384277
	Iteration 10Q: 3 clusters Score -217981.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -218025.859375 Penalty: 2561.384277
	Iteration 11Q: 3 clusters Score -218025.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -218054.875000 Penalty: 2561.384277
	Iteration 12Q: 3 clusters Score -218054.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -218082.015625 Penalty: 2561.384277
	Iteration 13Q: 3 clusters Score -218082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -218104.265625 Penalty: 2561.384277
	Iteration 14Q: 3 clusters Score -218104.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -218133.015625 Penalty: 2561.384277
	Iteration 15Q: 3 clusters Score -218133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -218154.921875 Penalty: 2561.384277
	Iteration 16Q: 3 clusters Score -218154.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -218181.578125 Penalty: 2561.384277
	Iteration 17Q: 3 clusters Score -218181.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -218207.796875 Penalty: 2561.384277
	Iteration 18Q: 3 clusters Score -218207.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -218226.875000 Penalty: 2561.384277
	Iteration 19Q: 3 clusters Score -218226.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -218276.953125 Penalty: 2561.384277
	Iteration 20F: 3 clusters Score -218277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -218367.703125 Penalty: 2561.384277
	Iteration 21Q: 3 clusters Score -218367.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -218431.875000 Penalty: 2561.384277
	Iteration 22Q: 3 clusters Score -218431.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -218464.703125 Penalty: 2561.384277
	Iteration 23Q: 3 clusters Score -218464.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -218479.578125 Penalty: 2561.384277
	Iteration 24Q: 3 clusters Score -218479.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -218490.203125 Penalty: 2561.384277
	Iteration 25Q: 3 clusters Score -218490.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -218500.843750 Penalty: 2561.384277
	Iteration 26Q: 3 clusters Score -218500.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -218512.031250 Penalty: 2561.384277
	Iteration 27Q: 3 clusters Score -218512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -218522.031250 Penalty: 2561.384277
	Iteration 28Q: 3 clusters Score -218522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -218531.828125 Penalty: 2561.384277
	Iteration 29Q: 3 clusters Score -218531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -218539.375000 Penalty: 2561.384277
	Iteration 30Q: 3 clusters Score -218539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -218543.062500 Penalty: 2561.384277
	Iteration 31Q: 3 clusters Score -218543.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -218546.093750 Penalty: 2561.384277
	Iteration 32Q: 3 clusters Score -218546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -218549.359375 Penalty: 2561.384277
	Iteration 33Q: 3 clusters Score -218549.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -218554.593750 Penalty: 2561.384277
	Iteration 34Q: 3 clusters Score -218554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -218559.484375 Penalty: 2561.384277
	Iteration 35Q: 3 clusters Score -218559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -218564.031250 Penalty: 2561.384277
	Iteration 36Q: 3 clusters Score -218564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -218566.093750 Penalty: 2561.384277
	Iteration 37Q: 3 clusters Score -218566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -218568.671875 Penalty: 2561.384277
	Iteration 38Q: 3 clusters Score -218568.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -218571.156250 Penalty: 2561.384277
	Iteration 39Q: 3 clusters Score -218571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -218573.984375 Penalty: 2561.384277
	Iteration 40F: 3 clusters Score -218574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -218575.703125 Penalty: 2561.384277
	Iteration 41Q: 3 clusters Score -218575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -218577.484375 Penalty: 2561.384277
	Iteration 42Q: 3 clusters Score -218577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -218579.140625 Penalty: 2561.384277
	Iteration 43Q: 3 clusters Score -218579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -218582.437500 Penalty: 2561.384277
	Iteration 44Q: 3 clusters Score -218582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -218584.406250 Penalty: 2561.384277
	Iteration 45Q: 3 clusters Score -218584.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -218586.890625 Penalty: 2561.384277
	Iteration 46Q: 3 clusters Score -218586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -218588.796875 Penalty: 2561.384277
	Iteration 47Q: 3 clusters Score -218588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -218591.125000 Penalty: 2561.384277
	Iteration 48Q: 3 clusters Score -218591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -218591.953125 Penalty: 2561.384277
	Iteration 49Q: 3 clusters Score -218592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -218592.125000 Penalty: 2561.384277
	Iteration 50Q: 3 clusters Score -218592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -218592.125000 Penalty: 2561.384277
	Iteration 51F: 3 clusters Score -218592.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (120978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Entering Unmasked Estep 
Score: -11430598.000000 Penalty: 1901.796753
	Iteration 0F: 2 clusters Score -1.14306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -11349603.000000 Penalty: 3803.593506
	Iteration 0F: 3 clusters Score -1.13496e+07 nChanged 58070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -11383279.000000 Penalty: 3803.593506
	Iteration 1F: 3 clusters Score -1.138328e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -11384055.000000 Penalty: 3803.593506
	Iteration 2Q: 3 clusters Score -1.138406e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -11385363.000000 Penalty: 3803.593506
	Iteration 3Q: 3 clusters Score -1.138536e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -11387583.000000 Penalty: 3803.593506
	Iteration 4Q: 3 clusters Score -1.138758e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -11391604.000000 Penalty: 3803.593506
	Iteration 5F: 3 clusters Score -1.13916e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -11398401.000000 Penalty: 3803.593506
	Iteration 6F: 3 clusters Score -1.13984e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -11407851.000000 Penalty: 3803.593506
	Iteration 7F: 3 clusters Score -1.140785e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -11417032.000000 Penalty: 3803.593506
	Iteration 8F: 3 clusters Score -1.141703e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -11423395.000000 Penalty: 3803.593506
	Iteration 9F: 3 clusters Score -1.14234e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -11426348.000000 Penalty: 3803.593506
	Iteration 10Q: 3 clusters Score -1.142635e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -11427778.000000 Penalty: 3803.593506
	Iteration 11Q: 3 clusters Score -1.142778e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119123 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11428326.000000 Penalty: 3803.593506
	Iteration 12Q: 3 clusters Score -1.142833e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119482 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11428602.000000 Penalty: 3803.593506
	Iteration 13Q: 3 clusters Score -1.14286e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119698 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11428752.000000 Penalty: 3803.593506
	Iteration 14Q: 3 clusters Score -1.142875e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11428830.000000 Penalty: 3803.593506
	Iteration 15Q: 3 clusters Score -1.142883e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119929 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11428904.000000 Penalty: 3803.593506
	Iteration 16Q: 3 clusters Score -1.14289e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11428940.000000 Penalty: 3803.593506
	Iteration 17Q: 3 clusters Score -1.142894e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120045 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11428968.000000 Penalty: 3803.593506
	Iteration 18Q: 3 clusters Score -1.142897e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11428996.000000 Penalty: 3803.593506
	Iteration 19Q: 3 clusters Score -1.1429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11429007.000000 Penalty: 3803.593506
	Iteration 20F: 3 clusters Score -1.142901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120138 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11429007.000000 Penalty: 3803.593506
	Iteration 21Q: 3 clusters Score -1.142901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11429009.000000 Penalty: 3803.593506
	Iteration 22Q: 3 clusters Score -1.142901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11429030.000000 Penalty: 3803.593506
	Iteration 23Q: 3 clusters Score -1.142903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120172 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11429024.000000 Penalty: 3803.593506
	Iteration 24Q: 3 clusters Score -1.142902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11429017.000000 Penalty: 3803.593506
	Iteration 25Q: 3 clusters Score -1.142902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120203 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11429012.000000 Penalty: 3803.593506
	Iteration 26Q: 3 clusters Score -1.142901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11429026.000000 Penalty: 3803.593506
	Iteration 27Q: 3 clusters Score -1.142903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120216 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11429025.000000 Penalty: 3803.593506
	Iteration 28Q: 3 clusters Score -1.142902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11429016.000000 Penalty: 3803.593506
	Iteration 29Q: 3 clusters Score -1.142902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11429009.000000 Penalty: 3803.593506
	Iteration 30Q: 3 clusters Score -1.142901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11429015.000000 Penalty: 3803.593506
	Iteration 31Q: 3 clusters Score -1.142902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11429018.000000 Penalty: 3803.593506
	Iteration 32Q: 3 clusters Score -1.142902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11429018.000000 Penalty: 3803.593506
	Iteration 33F: 3 clusters Score -1.142902e+07 nChanged 0
--- Evaluating fit on full set of 1731321 points ---
Entering Unmasked Estep 
Score: -154912288.000000 Penalty: 56021.140625
23->25 Clusters: Score -154912288.000000, best is -154944432.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 577107 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 25257 members 
Mstep: Class 4 contains 25159 members 
Mstep: Class 5 contains 25078 members 
Mstep: Class 6 contains 25091 members 
Mstep: Class 7 contains 25141 members 
Mstep: Class 8 contains 25146 members 
Mstep: Class 9 contains 25140 members 
Mstep: Class 10 contains 24740 members 
Mstep: Class 11 contains 24942 members 
Mstep: Class 12 contains 25099 members 
Mstep: Class 13 contains 24927 members 
Mstep: Class 14 contains 25382 members 
Mstep: Class 15 contains 25048 members 
Mstep: Class 16 contains 24946 members 
Mstep: Class 17 contains 24926 members 
Mstep: Class 18 contains 25036 members 
Mstep: Class 19 contains 25057 members 
Mstep: Class 20 contains 24930 members 
Mstep: Class 21 contains 24942 members 
Mstep: Class 22 contains 25401 members 
Mstep: Class 23 contains 25314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 758.661255 but Gain 2155.687500
Score: -48486320.000000 Penalty: 47425.175781
Iteration 0F: 23 clusters Score -4.848632e+07 nChanged 547718
Entering Unmasked Mstep 
Mstep: Class 0 contains 536 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 25222 members 
Mstep: Class 3 contains 21625 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 5 contains 19982 members 
Mstep: Class 6 contains 18906 members 
Mstep: Class 7 contains 24740 members 
Mstep: Class 8 contains 41573 members 
Mstep: Class 9 contains 28815 members 
Mstep: Class 10 contains 20789 members 
Mstep: Class 11 contains 15769 members 
Mstep: Class 12 contains 47617 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 24660 members 
Mstep: Class 15 contains 16959 members 
Mstep: Class 16 contains 31425 members 
Mstep: Class 17 contains 24137 members 
Mstep: Class 18 contains 23815 members 
Mstep: Class 20 contains 34015 members 
Mstep: Class 21 contains 24836 members 
Mstep: Class 22 contains 17731 members 
Mstep: Class 23 contains 27334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50189876.000000 Penalty: 47425.175781
Iteration 1F: 23 clusters Score -5.018988e+07 nChanged 214779
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 19335 members 
Mstep: Class 3 contains 18919 members 
Mstep: Class 4 contains 49107 members 
Mstep: Class 5 contains 19209 members 
Mstep: Class 6 contains 15358 members 
Mstep: Class 7 contains 24023 members 
Mstep: Class 8 contains 49344 members 
Mstep: Class 9 contains 23255 members 
Mstep: Class 10 contains 20900 members 
Mstep: Class 11 contains 11352 members 
Mstep: Class 12 contains 77330 members 
Mstep: Class 13 contains 13798 members 
Mstep: Class 14 contains 19171 members 
Mstep: Class 15 contains 10381 members 
Mstep: Class 16 contains 38674 members 
Mstep: Class 17 contains 14559 members 
Mstep: Class 18 contains 21823 members 
Mstep: Class 20 contains 33537 members 
Mstep: Class 21 contains 21606 members 
Mstep: Class 22 contains 23125 members 
Mstep: Class 23 contains 27954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50659344.000000 Penalty: 47425.175781
Iteration 2F: 23 clusters Score -5.065934e+07 nChanged 165738
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 15910 members 
Mstep: Class 4 contains 41396 members 
Mstep: Class 5 contains 26818 members 
Mstep: Class 6 contains 16650 members 
Mstep: Class 7 contains 27364 members 
Mstep: Class 8 contains 41158 members 
Mstep: Class 9 contains 20195 members 
Mstep: Class 10 contains 22991 members 
Mstep: Class 11 contains 9563 members 
Mstep: Class 12 contains 98665 members 
Mstep: Class 13 contains 10558 members 
Mstep: Class 14 contains 17838 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 39942 members 
Mstep: Class 17 contains 10152 members 
Mstep: Class 18 contains 31229 members 
Mstep: Class 20 contains 29171 members 
Mstep: Class 21 contains 22886 members 
Mstep: Class 22 contains 26940 members 
Mstep: Class 23 contains 28303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50924756.000000 Penalty: 47425.175781
Iteration 3F: 23 clusters Score -5.092476e+07 nChanged 135281
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 8653 members 
Mstep: Class 3 contains 15591 members 
Mstep: Class 4 contains 30242 members 
Mstep: Class 5 contains 33719 members 
Mstep: Class 6 contains 21013 members 
Mstep: Class 7 contains 33707 members 
Mstep: Class 8 contains 28812 members 
Mstep: Class 9 contains 20471 members 
Mstep: Class 10 contains 22265 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 120310 members 
Mstep: Class 13 contains 6635 members 
Mstep: Class 14 contains 16462 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 37104 members 
Mstep: Class 17 contains 7471 members 
Mstep: Class 18 contains 46567 members 
Mstep: Class 20 contains 22462 members 
Mstep: Class 21 contains 22727 members 
Mstep: Class 22 contains 26383 members 
Mstep: Class 23 contains 29196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2011.481445 but Gain 2155.691406
Score: -51106528.000000 Penalty: 45269.484375
Iteration 4F: 22 clusters Score -5.110653e+07 nChanged 109342
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 18298 members 
Mstep: Class 4 contains 20804 members 
Mstep: Class 5 contains 35429 members 
Mstep: Class 6 contains 23235 members 
Mstep: Class 7 contains 39313 members 
Mstep: Class 8 contains 18404 members 
Mstep: Class 9 contains 21527 members 
Mstep: Class 10 contains 20659 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 143726 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 15330 members 
Mstep: Class 16 contains 30802 members 
Mstep: Class 17 contains 6392 members 
Mstep: Class 18 contains 63015 members 
Mstep: Class 20 contains 16211 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 25613 members 
Mstep: Class 23 contains 30493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51242472.000000 Penalty: 45269.484375
Iteration 5F: 22 clusters Score -5.124247e+07 nChanged 82296
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 23920 members 
Mstep: Class 4 contains 14059 members 
Mstep: Class 5 contains 33547 members 
Mstep: Class 6 contains 21988 members 
Mstep: Class 7 contains 43231 members 
Mstep: Class 8 contains 11195 members 
Mstep: Class 9 contains 21800 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 163562 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 14297 members 
Mstep: Class 16 contains 24680 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 78766 members 
Mstep: Class 20 contains 11206 members 
Mstep: Class 21 contains 14043 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 30608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51338256.000000 Penalty: 45269.484375
Iteration 6F: 22 clusters Score -5.133826e+07 nChanged 62609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 29405 members 
Mstep: Class 4 contains 9009 members 
Mstep: Class 5 contains 29561 members 
Mstep: Class 6 contains 18094 members 
Mstep: Class 7 contains 46066 members 
Mstep: Class 8 contains 7241 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 18416 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 176223 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 13545 members 
Mstep: Class 16 contains 21551 members 
Mstep: Class 17 contains 5795 members 
Mstep: Class 18 contains 96455 members 
Mstep: Class 20 contains 7486 members 
Mstep: Class 21 contains 8746 members 
Mstep: Class 22 contains 23009 members 
Mstep: Class 23 contains 29742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51398544.000000 Penalty: 45269.484375
Iteration 7F: 22 clusters Score -5.139854e+07 nChanged 45750
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 33233 members 
Mstep: Class 4 contains 5400 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 14118 members 
Mstep: Class 7 contains 48433 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 20175 members 
Mstep: Class 10 contains 16862 members 
Mstep: Class 11 contains 3066 members 
Mstep: Class 12 contains 183551 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 14 contains 12759 members 
Mstep: Class 16 contains 20053 members 
Mstep: Class 17 contains 5818 members 
Mstep: Class 18 contains 112869 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 21498 members 
Mstep: Class 23 contains 28245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51440188.000000 Penalty: 45269.484375
Iteration 8F: 22 clusters Score -5.144019e+07 nChanged 34264
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 35750 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 19636 members 
Mstep: Class 6 contains 11345 members 
Mstep: Class 7 contains 50405 members 
Mstep: Class 8 contains 5206 members 
Mstep: Class 9 contains 18906 members 
Mstep: Class 10 contains 15366 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 188052 members 
Mstep: Class 13 contains 4612 members 
Mstep: Class 14 contains 11987 members 
Mstep: Class 16 contains 18831 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 126555 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 19860 members 
Mstep: Class 23 contains 26727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1771.086914 but Gain 2155.687500
Score: -51467516.000000 Penalty: 43113.796875
Iteration 9F: 21 clusters Score -5.146752e+07 nChanged 27291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 37433 members 
Mstep: Class 5 contains 15398 members 
Mstep: Class 6 contains 9880 members 
Mstep: Class 7 contains 51883 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 17600 members 
Mstep: Class 10 contains 13935 members 
Mstep: Class 11 contains 1881 members 
Mstep: Class 12 contains 191761 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 16 contains 17791 members 
Mstep: Class 17 contains 5868 members 
Mstep: Class 18 contains 138175 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 18320 members 
Mstep: Class 23 contains 25548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51487640.000000 Penalty: 43113.796875
Iteration 10Q: 21 clusters Score -5.148764e+07 nChanged 18779
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 38558 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 9175 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 16517 members 
Mstep: Class 10 contains 12337 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 193443 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 10613 members 
Mstep: Class 16 contains 16894 members 
Mstep: Class 17 contains 5864 members 
Mstep: Class 18 contains 146243 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 16964 members 
Mstep: Class 23 contains 24719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51500296.000000 Penalty: 43113.796875
Iteration 11Q: 21 clusters Score -5.15003e+07 nChanged 15035
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 39355 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 52872 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 15886 members 
Mstep: Class 10 contains 10531 members 
Mstep: Class 11 contains 1717 members 
Mstep: Class 12 contains 194582 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 10045 members 
Mstep: Class 16 contains 16193 members 
Mstep: Class 17 contains 5859 members 
Mstep: Class 18 contains 152528 members 
Mstep: Class 20 contains 2049 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 15685 members 
Mstep: Class 23 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51509976.000000 Penalty: 43113.796875
Iteration 12Q: 21 clusters Score -5.150998e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 39874 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 9113 members 
Mstep: Class 7 contains 52864 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 15670 members 
Mstep: Class 10 contains 8574 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 195358 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 9635 members 
Mstep: Class 16 contains 15659 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 157370 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 14575 members 
Mstep: Class 23 contains 23723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51518952.000000 Penalty: 43113.796875
Iteration 13Q: 21 clusters Score -5.151895e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 40228 members 
Mstep: Class 5 contains 6043 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 52712 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 15629 members 
Mstep: Class 10 contains 6684 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 195910 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 16 contains 15261 members 
Mstep: Class 17 contains 5787 members 
Mstep: Class 18 contains 160923 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 13713 members 
Mstep: Class 23 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51526156.000000 Penalty: 43113.796875
Iteration 14Q: 21 clusters Score -5.152616e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 40446 members 
Mstep: Class 5 contains 5154 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 52402 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 15503 members 
Mstep: Class 10 contains 5227 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 196376 members 
Mstep: Class 13 contains 6920 members 
Mstep: Class 14 contains 9130 members 
Mstep: Class 16 contains 14949 members 
Mstep: Class 17 contains 5689 members 
Mstep: Class 18 contains 163599 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 947 members 
Mstep: Class 22 contains 13014 members 
Mstep: Class 23 contains 23206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51532476.000000 Penalty: 43113.796875
Iteration 15Q: 21 clusters Score -5.153248e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 40608 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 10258 members 
Mstep: Class 7 contains 52045 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 15336 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 196751 members 
Mstep: Class 13 contains 7092 members 
Mstep: Class 14 contains 8963 members 
Mstep: Class 16 contains 14696 members 
Mstep: Class 17 contains 5551 members 
Mstep: Class 18 contains 165496 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 12507 members 
Mstep: Class 23 contains 22981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51537428.000000 Penalty: 43113.796875
Iteration 16Q: 21 clusters Score -5.153743e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 40724 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 10539 members 
Mstep: Class 7 contains 51668 members 
Mstep: Class 8 contains 6215 members 
Mstep: Class 9 contains 15079 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 197044 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 16 contains 14456 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 166765 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 12095 members 
Mstep: Class 23 contains 22821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51540736.000000 Penalty: 43113.796875
Iteration 17Q: 21 clusters Score -5.154074e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 40817 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 10835 members 
Mstep: Class 7 contains 51372 members 
Mstep: Class 8 contains 6341 members 
Mstep: Class 9 contains 14758 members 
Mstep: Class 10 contains 3698 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 197328 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 16 contains 14210 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 18 contains 167638 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 849 members 
Mstep: Class 22 contains 11782 members 
Mstep: Class 23 contains 22675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51542992.000000 Penalty: 43113.796875
Iteration 18Q: 21 clusters Score -5.154299e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2834 members 
Mstep: Class 3 contains 40882 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 11156 members 
Mstep: Class 7 contains 51163 members 
Mstep: Class 8 contains 6456 members 
Mstep: Class 9 contains 14394 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 197589 members 
Mstep: Class 13 contains 7321 members 
Mstep: Class 14 contains 8780 members 
Mstep: Class 16 contains 13989 members 
Mstep: Class 17 contains 5267 members 
Mstep: Class 18 contains 168246 members 
Mstep: Class 20 contains 1761 members 
Mstep: Class 21 contains 836 members 
Mstep: Class 22 contains 11561 members 
Mstep: Class 23 contains 22529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51544300.000000 Penalty: 43113.796875
Iteration 19Q: 21 clusters Score -5.15443e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 40933 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 51031 members 
Mstep: Class 8 contains 6538 members 
Mstep: Class 9 contains 13994 members 
Mstep: Class 10 contains 3487 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 197799 members 
Mstep: Class 13 contains 7359 members 
Mstep: Class 14 contains 8787 members 
Mstep: Class 16 contains 13810 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 168686 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 820 members 
Mstep: Class 22 contains 11386 members 
Mstep: Class 23 contains 22422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51547240.000000 Penalty: 43113.796875
Iteration 20F: 21 clusters Score -5.154724e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 40975 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 12227 members 
Mstep: Class 7 contains 50905 members 
Mstep: Class 8 contains 6741 members 
Mstep: Class 9 contains 13605 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 197979 members 
Mstep: Class 13 contains 7296 members 
Mstep: Class 14 contains 8800 members 
Mstep: Class 16 contains 13575 members 
Mstep: Class 17 contains 5046 members 
Mstep: Class 18 contains 168992 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 824 members 
Mstep: Class 22 contains 11149 members 
Mstep: Class 23 contains 22305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51549324.000000 Penalty: 43113.796875
Iteration 21Q: 21 clusters Score -5.154932e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 41010 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 12759 members 
Mstep: Class 7 contains 50771 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 13209 members 
Mstep: Class 10 contains 2734 members 
Mstep: Class 11 contains 2541 members 
Mstep: Class 12 contains 198146 members 
Mstep: Class 13 contains 7251 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 16 contains 13343 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 169245 members 
Mstep: Class 20 contains 1778 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 10961 members 
Mstep: Class 23 contains 22245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51550768.000000 Penalty: 43113.796875
Iteration 22Q: 21 clusters Score -5.155077e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3450 members 
Mstep: Class 3 contains 41029 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 13230 members 
Mstep: Class 7 contains 50652 members 
Mstep: Class 8 contains 7025 members 
Mstep: Class 9 contains 12771 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 2574 members 
Mstep: Class 12 contains 198303 members 
Mstep: Class 13 contains 7188 members 
Mstep: Class 14 contains 8895 members 
Mstep: Class 16 contains 13142 members 
Mstep: Class 17 contains 4726 members 
Mstep: Class 18 contains 169473 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 10812 members 
Mstep: Class 23 contains 22203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51551888.000000 Penalty: 43113.796875
Iteration 23Q: 21 clusters Score -5.155189e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 41042 members 
Mstep: Class 5 contains 4374 members 
Mstep: Class 6 contains 13641 members 
Mstep: Class 7 contains 50552 members 
Mstep: Class 8 contains 7080 members 
Mstep: Class 9 contains 12390 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 12 contains 198441 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 8950 members 
Mstep: Class 16 contains 12978 members 
Mstep: Class 17 contains 4585 members 
Mstep: Class 18 contains 169619 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 10705 members 
Mstep: Class 23 contains 22155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51552596.000000 Penalty: 43113.796875
Iteration 24Q: 21 clusters Score -5.15526e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3815 members 
Mstep: Class 3 contains 41054 members 
Mstep: Class 5 contains 4458 members 
Mstep: Class 6 contains 13982 members 
Mstep: Class 7 contains 50457 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 11999 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 198532 members 
Mstep: Class 13 contains 7078 members 
Mstep: Class 14 contains 8999 members 
Mstep: Class 16 contains 12855 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 836 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 23 contains 22103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51553032.000000 Penalty: 43113.796875
Iteration 25Q: 21 clusters Score -5.155303e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 41063 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 14296 members 
Mstep: Class 7 contains 50396 members 
Mstep: Class 8 contains 7184 members 
Mstep: Class 9 contains 11607 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 198603 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 9048 members 
Mstep: Class 16 contains 12759 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 169934 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 10529 members 
Mstep: Class 23 contains 22064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51553412.000000 Penalty: 43113.796875
Iteration 26Q: 21 clusters Score -5.155341e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 41067 members 
Mstep: Class 5 contains 4628 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 50330 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 198661 members 
Mstep: Class 13 contains 6942 members 
Mstep: Class 14 contains 9097 members 
Mstep: Class 16 contains 12682 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 170017 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 839 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 22033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51553780.000000 Penalty: 43113.796875
Iteration 27Q: 21 clusters Score -5.155378e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 41070 members 
Mstep: Class 5 contains 4719 members 
Mstep: Class 6 contains 14886 members 
Mstep: Class 7 contains 50267 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 198688 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 9138 members 
Mstep: Class 16 contains 12631 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 170118 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 860 members 
Mstep: Class 22 contains 10368 members 
Mstep: Class 23 contains 22005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554020.000000 Penalty: 43113.796875
Iteration 28Q: 21 clusters Score -5.155402e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 41078 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 50238 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 198704 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 9151 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 170202 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 881 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 21978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554340.000000 Penalty: 43113.796875
Iteration 29Q: 21 clusters Score -5.155434e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 41080 members 
Mstep: Class 5 contains 4903 members 
Mstep: Class 6 contains 15379 members 
Mstep: Class 7 contains 50198 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 198712 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 9152 members 
Mstep: Class 16 contains 12568 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 170304 members 
Mstep: Class 20 contains 1578 members 
Mstep: Class 21 contains 902 members 
Mstep: Class 22 contains 10251 members 
Mstep: Class 23 contains 21959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554544.000000 Penalty: 43113.796875
Iteration 30Q: 21 clusters Score -5.155454e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4870 members 
Mstep: Class 3 contains 41089 members 
Mstep: Class 5 contains 4991 members 
Mstep: Class 6 contains 15574 members 
Mstep: Class 7 contains 50166 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 3017 members 
Mstep: Class 12 contains 198710 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 9161 members 
Mstep: Class 16 contains 12555 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 170360 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 21940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554728.000000 Penalty: 43113.796875
Iteration 31Q: 21 clusters Score -5.155473e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 41099 members 
Mstep: Class 5 contains 5077 members 
Mstep: Class 6 contains 15732 members 
Mstep: Class 7 contains 50128 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 9564 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 3067 members 
Mstep: Class 12 contains 198715 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 9182 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 170426 members 
Mstep: Class 20 contains 1544 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 10165 members 
Mstep: Class 23 contains 21931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554768.000000 Penalty: 43113.796875
Iteration 32Q: 21 clusters Score -5.155477e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 41104 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 6 contains 15852 members 
Mstep: Class 7 contains 50101 members 
Mstep: Class 8 contains 7278 members 
Mstep: Class 9 contains 9356 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 3118 members 
Mstep: Class 12 contains 198720 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 9199 members 
Mstep: Class 16 contains 12538 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 170466 members 
Mstep: Class 20 contains 1544 members 
Mstep: Class 21 contains 933 members 
Mstep: Class 22 contains 10118 members 
Mstep: Class 23 contains 21919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554932.000000 Penalty: 43113.796875
Iteration 33Q: 21 clusters Score -5.155493e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 41114 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 50088 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 3160 members 
Mstep: Class 12 contains 198717 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 9208 members 
Mstep: Class 16 contains 12540 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 170524 members 
Mstep: Class 20 contains 1540 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 10081 members 
Mstep: Class 23 contains 21913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51554944.000000 Penalty: 43113.796875
Iteration 34Q: 21 clusters Score -5.155494e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 41117 members 
Mstep: Class 5 contains 5235 members 
Mstep: Class 6 contains 16090 members 
Mstep: Class 7 contains 50080 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 8959 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 3190 members 
Mstep: Class 12 contains 198717 members 
Mstep: Class 13 contains 6315 members 
Mstep: Class 14 contains 9214 members 
Mstep: Class 16 contains 12537 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 170582 members 
Mstep: Class 20 contains 1538 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 10047 members 
Mstep: Class 23 contains 21911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51555044.000000 Penalty: 43113.796875
Iteration 35Q: 21 clusters Score -5.155504e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 41117 members 
Mstep: Class 5 contains 5262 members 
Mstep: Class 6 contains 16201 members 
Mstep: Class 7 contains 50056 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 8774 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 198721 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 9223 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 170630 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 21908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51555292.000000 Penalty: 43113.796875
Iteration 36Q: 21 clusters Score -5.155529e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 41121 members 
Mstep: Class 5 contains 5288 members 
Mstep: Class 6 contains 16281 members 
Mstep: Class 7 contains 50037 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 8586 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 198719 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 9235 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 3594 members 
Mstep: Class 18 contains 170692 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 21904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51555344.000000 Penalty: 43113.796875
Iteration 37Q: 21 clusters Score -5.155534e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5590 members 
Mstep: Class 3 contains 41120 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 50009 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 8420 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 198716 members 
Mstep: Class 13 contains 6165 members 
Mstep: Class 14 contains 9253 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 170745 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 9972 members 
Mstep: Class 23 contains 21900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51555244.000000 Penalty: 43113.796875
Iteration 38Q: 21 clusters Score -5.155524e+07 nChanged 521
Entering ConstructFrom: 
Score: -51555244.000000 Penalty: 43113.796875
Entering ConstructFrom: 
Trying to split cluster 1 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -168996.484375 Penalty: 1219.015625
	Iteration 0F: 2 clusters Score -168996.5 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 907 members 
Entering Unmasked Estep 
Score: -167032.265625 Penalty: 2438.031250
	Iteration 0F: 3 clusters Score -167032.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -167393.093750 Penalty: 2438.031250
	Iteration 1F: 3 clusters Score -167393.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -167483.406250 Penalty: 2438.031250
	Iteration 2F: 3 clusters Score -167483.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -167547.828125 Penalty: 2438.031250
	Iteration 3F: 3 clusters Score -167547.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -167588.765625 Penalty: 2438.031250
	Iteration 4Q: 3 clusters Score -167588.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167626.046875 Penalty: 2438.031250
	Iteration 5Q: 3 clusters Score -167626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -167642.484375 Penalty: 2438.031250
	Iteration 6Q: 3 clusters Score -167642.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -167649.000000 Penalty: 2438.031250
	Iteration 7Q: 3 clusters Score -167649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -167652.093750 Penalty: 2438.031250
	Iteration 8Q: 3 clusters Score -167652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -167660.453125 Penalty: 2438.031250
	Iteration 9Q: 3 clusters Score -167660.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -167667.093750 Penalty: 2438.031250
	Iteration 10Q: 3 clusters Score -167667.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -167675.578125 Penalty: 2438.031250
	Iteration 11Q: 3 clusters Score -167675.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -167687.359375 Penalty: 2438.031250
	Iteration 12Q: 3 clusters Score -167687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167701.234375 Penalty: 2438.031250
	Iteration 13Q: 3 clusters Score -167701.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -167709.359375 Penalty: 2438.031250
	Iteration 14Q: 3 clusters Score -167709.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -167715.125000 Penalty: 2438.031250
	Iteration 15Q: 3 clusters Score -167715.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -167724.109375 Penalty: 2438.031250
	Iteration 16Q: 3 clusters Score -167724.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -167732.265625 Penalty: 2438.031250
	Iteration 17Q: 3 clusters Score -167732.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -167739.484375 Penalty: 2438.031250
	Iteration 18Q: 3 clusters Score -167739.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -167745.906250 Penalty: 2438.031250
	Iteration 19Q: 3 clusters Score -167745.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -167754.046875 Penalty: 2438.031250
	Iteration 20F: 3 clusters Score -167754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -167760.937500 Penalty: 2438.031250
	Iteration 21Q: 3 clusters Score -167760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -167768.218750 Penalty: 2438.031250
	Iteration 22Q: 3 clusters Score -167768.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -167779.453125 Penalty: 2438.031250
	Iteration 23Q: 3 clusters Score -167779.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -167792.359375 Penalty: 2438.031250
	Iteration 24Q: 3 clusters Score -167792.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -167803.609375 Penalty: 2438.031250
	Iteration 25Q: 3 clusters Score -167803.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -167816.421875 Penalty: 2438.031250
	Iteration 26Q: 3 clusters Score -167816.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -167833.078125 Penalty: 2438.031250
	Iteration 27Q: 3 clusters Score -167833.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -167850.203125 Penalty: 2438.031250
	Iteration 28Q: 3 clusters Score -167850.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -167865.328125 Penalty: 2438.031250
	Iteration 29Q: 3 clusters Score -167865.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -167870.375000 Penalty: 2438.031250
	Iteration 30Q: 3 clusters Score -167870.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -167881.656250 Penalty: 2438.031250
	Iteration 31Q: 3 clusters Score -167881.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -167894.640625 Penalty: 2438.031250
	Iteration 32Q: 3 clusters Score -167894.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -167906.531250 Penalty: 2438.031250
	Iteration 33Q: 3 clusters Score -167906.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -167915.625000 Penalty: 2438.031250
	Iteration 34Q: 3 clusters Score -167915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -167923.468750 Penalty: 2438.031250
	Iteration 35Q: 3 clusters Score -167923.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -167933.640625 Penalty: 2438.031250
	Iteration 36Q: 3 clusters Score -167933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -167938.453125 Penalty: 2438.031250
	Iteration 37Q: 3 clusters Score -167938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -167942.890625 Penalty: 2438.031250
	Iteration 38Q: 3 clusters Score -167942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -167945.062500 Penalty: 2438.031250
	Iteration 39Q: 3 clusters Score -167945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -167948.218750 Penalty: 2438.031250
	Iteration 40F: 3 clusters Score -167948.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -167951.406250 Penalty: 2438.031250
	Iteration 41Q: 3 clusters Score -167951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -167954.828125 Penalty: 2438.031250
	Iteration 42Q: 3 clusters Score -167954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -167957.343750 Penalty: 2438.031250
	Iteration 43Q: 3 clusters Score -167957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -167959.078125 Penalty: 2438.031250
	Iteration 44Q: 3 clusters Score -167959.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -167963.000000 Penalty: 2438.031250
	Iteration 45Q: 3 clusters Score -167963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -167964.546875 Penalty: 2438.031250
	Iteration 46Q: 3 clusters Score -167964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -167965.875000 Penalty: 2438.031250
	Iteration 47Q: 3 clusters Score -167965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -167967.078125 Penalty: 2438.031250
	Iteration 48Q: 3 clusters Score -167967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -167969.093750 Penalty: 2438.031250
	Iteration 49Q: 3 clusters Score -167969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -167973.078125 Penalty: 2438.031250
	Iteration 50Q: 3 clusters Score -167973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -167974.265625 Penalty: 2438.031250
	Iteration 51Q: 3 clusters Score -167974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -167975.218750 Penalty: 2438.031250
	Iteration 52Q: 3 clusters Score -167975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -167975.218750 Penalty: 2438.031250
	Iteration 53F: 3 clusters Score -167975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -516739.125000 Penalty: 1404.993530
	Iteration 0F: 2 clusters Score -516739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -512297.781250 Penalty: 2809.987061
	Iteration 0F: 3 clusters Score -512297.8 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -513539.281250 Penalty: 2809.987061
	Iteration 1F: 3 clusters Score -513539.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -513704.781250 Penalty: 2809.987061
	Iteration 2F: 3 clusters Score -513704.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -513834.937500 Penalty: 2809.987061
	Iteration 3Q: 3 clusters Score -513834.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -513929.343750 Penalty: 2809.987061
	Iteration 4Q: 3 clusters Score -513929.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -513998.250000 Penalty: 2809.987061
	Iteration 5Q: 3 clusters Score -513998.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -514063.250000 Penalty: 2809.987061
	Iteration 6Q: 3 clusters Score -514063.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -514122.750000 Penalty: 2809.987061
	Iteration 7Q: 3 clusters Score -514122.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -514180.062500 Penalty: 2809.987061
	Iteration 8Q: 3 clusters Score -514180.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -514230.687500 Penalty: 2809.987061
	Iteration 9Q: 3 clusters Score -514230.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -514276.312500 Penalty: 2809.987061
	Iteration 10Q: 3 clusters Score -514276.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -514332.343750 Penalty: 2809.987061
	Iteration 11Q: 3 clusters Score -514332.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -514382.531250 Penalty: 2809.987061
	Iteration 12Q: 3 clusters Score -514382.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -514434.656250 Penalty: 2809.987061
	Iteration 13Q: 3 clusters Score -514434.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -514485.468750 Penalty: 2809.987061
	Iteration 14Q: 3 clusters Score -514485.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -514560.218750 Penalty: 2809.987061
	Iteration 15Q: 3 clusters Score -514560.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -514651.906250 Penalty: 2809.987061
	Iteration 16Q: 3 clusters Score -514651.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -514742.500000 Penalty: 2809.987061
	Iteration 17Q: 3 clusters Score -514742.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -514818.562500 Penalty: 2809.987061
	Iteration 18Q: 3 clusters Score -514818.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -514911.562500 Penalty: 2809.987061
	Iteration 19Q: 3 clusters Score -514911.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -515014.375000 Penalty: 2809.987061
	Iteration 20F: 3 clusters Score -515014.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -515132.375000 Penalty: 2809.987061
	Iteration 21Q: 3 clusters Score -515132.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -515224.375000 Penalty: 2809.987061
	Iteration 22Q: 3 clusters Score -515224.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -515297.843750 Penalty: 2809.987061
	Iteration 23Q: 3 clusters Score -515297.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -515351.375000 Penalty: 2809.987061
	Iteration 24Q: 3 clusters Score -515351.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -515399.031250 Penalty: 2809.987061
	Iteration 25Q: 3 clusters Score -515399 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -515451.406250 Penalty: 2809.987061
	Iteration 26Q: 3 clusters Score -515451.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -515517.562500 Penalty: 2809.987061
	Iteration 27Q: 3 clusters Score -515517.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -515577.281250 Penalty: 2809.987061
	Iteration 28Q: 3 clusters Score -515577.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -515666.406250 Penalty: 2809.987061
	Iteration 29Q: 3 clusters Score -515666.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -515781.250000 Penalty: 2809.987061
	Iteration 30Q: 3 clusters Score -515781.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -515869.312500 Penalty: 2809.987061
	Iteration 31Q: 3 clusters Score -515869.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -515933.875000 Penalty: 2809.987061
	Iteration 32Q: 3 clusters Score -515933.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -515972.593750 Penalty: 2809.987061
	Iteration 33Q: 3 clusters Score -515972.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -515990.062500 Penalty: 2809.987061
	Iteration 34Q: 3 clusters Score -515990.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -515996.656250 Penalty: 2809.987061
	Iteration 35Q: 3 clusters Score -515996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -515999.562500 Penalty: 2809.987061
	Iteration 36Q: 3 clusters Score -515999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -516000.593750 Penalty: 2809.987061
	Iteration 37Q: 3 clusters Score -516000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -515999.468750 Penalty: 2809.987061
	Iteration 38Q: 3 clusters Score -515999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -516000.062500 Penalty: 2809.987061
	Iteration 39Q: 3 clusters Score -516000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -516000.843750 Penalty: 2809.987061
	Iteration 40F: 3 clusters Score -516000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -516001.187500 Penalty: 2809.987061
	Iteration 41Q: 3 clusters Score -516001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -516001.500000 Penalty: 2809.987061
	Iteration 42Q: 3 clusters Score -516001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -516002.187500 Penalty: 2809.987061
	Iteration 43Q: 3 clusters Score -516002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -516001.593750 Penalty: 2809.987061
	Iteration 44Q: 3 clusters Score -516001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -516001.593750 Penalty: 2809.987061
	Iteration 45F: 3 clusters Score -516001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Entering Unmasked Estep 
Score: -3731942.000000 Penalty: 1726.432617
	Iteration 0F: 2 clusters Score -3731942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3704598.000000 Penalty: 3452.865234
	Iteration 0F: 3 clusters Score -3704598 nChanged 19083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3714950.750000 Penalty: 3452.865234
	Iteration 1F: 3 clusters Score -3714951 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3715553.250000 Penalty: 3452.865234
	Iteration 2Q: 3 clusters Score -3715553 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3716438.750000 Penalty: 3452.865234
	Iteration 3Q: 3 clusters Score -3716439 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3717836.500000 Penalty: 3452.865234
	Iteration 4F: 3 clusters Score -3717836 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3719769.250000 Penalty: 3452.865234
	Iteration 5F: 3 clusters Score -3719769 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3722001.250000 Penalty: 3452.865234
	Iteration 6F: 3 clusters Score -3722001 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3724124.250000 Penalty: 3452.865234
	Iteration 7F: 3 clusters Score -3724124 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3725779.500000 Penalty: 3452.865234
	Iteration 8F: 3 clusters Score -3725780 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3727039.500000 Penalty: 3452.865234
	Iteration 9Q: 3 clusters Score -3727040 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3728049.500000 Penalty: 3452.865234
	Iteration 10Q: 3 clusters Score -3728050 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3728877.000000 Penalty: 3452.865234
	Iteration 11Q: 3 clusters Score -3728877 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3729464.250000 Penalty: 3452.865234
	Iteration 12Q: 3 clusters Score -3729464 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3729882.750000 Penalty: 3452.865234
	Iteration 13Q: 3 clusters Score -3729883 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3730126.500000 Penalty: 3452.865234
	Iteration 14Q: 3 clusters Score -3730126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3730255.750000 Penalty: 3452.865234
	Iteration 15Q: 3 clusters Score -3730256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3730359.250000 Penalty: 3452.865234
	Iteration 16Q: 3 clusters Score -3730359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3730420.750000 Penalty: 3452.865234
	Iteration 17Q: 3 clusters Score -3730421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3730448.750000 Penalty: 3452.865234
	Iteration 18Q: 3 clusters Score -3730449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3730477.250000 Penalty: 3452.865234
	Iteration 19Q: 3 clusters Score -3730477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3730490.000000 Penalty: 3452.865234
	Iteration 20F: 3 clusters Score -3730490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3730500.250000 Penalty: 3452.865234
	Iteration 21Q: 3 clusters Score -3730500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3730513.750000 Penalty: 3452.865234
	Iteration 22Q: 3 clusters Score -3730514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3730518.750000 Penalty: 3452.865234
	Iteration 23Q: 3 clusters Score -3730519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3730527.250000 Penalty: 3452.865234
	Iteration 24Q: 3 clusters Score -3730527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3730535.750000 Penalty: 3452.865234
	Iteration 25Q: 3 clusters Score -3730536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3730538.250000 Penalty: 3452.865234
	Iteration 26Q: 3 clusters Score -3730538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3730538.000000 Penalty: 3452.865234
	Iteration 27Q: 3 clusters Score -3730538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3730534.750000 Penalty: 3452.865234
	Iteration 28Q: 3 clusters Score -3730535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3730538.250000 Penalty: 3452.865234
	Iteration 29Q: 3 clusters Score -3730538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3730538.750000 Penalty: 3452.865234
	Iteration 30Q: 3 clusters Score -3730539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3730538.750000 Penalty: 3452.865234
	Iteration 31F: 3 clusters Score -3730539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -475456.250000 Penalty: 1395.068848
	Iteration 0F: 2 clusters Score -475456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -471262.625000 Penalty: 2790.137695
	Iteration 0F: 3 clusters Score -471262.6 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -472417.875000 Penalty: 2790.137695
	Iteration 1F: 3 clusters Score -472417.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -472601.843750 Penalty: 2790.137695
	Iteration 2F: 3 clusters Score -472601.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -472745.031250 Penalty: 2790.137695
	Iteration 3F: 3 clusters Score -472745 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -472867.281250 Penalty: 2790.137695
	Iteration 4Q: 3 clusters Score -472867.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -472954.656250 Penalty: 2790.137695
	Iteration 5Q: 3 clusters Score -472954.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -473042.218750 Penalty: 2790.137695
	Iteration 6Q: 3 clusters Score -473042.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -473140.250000 Penalty: 2790.137695
	Iteration 7Q: 3 clusters Score -473140.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -473239.156250 Penalty: 2790.137695
	Iteration 8Q: 3 clusters Score -473239.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -473324.437500 Penalty: 2790.137695
	Iteration 9Q: 3 clusters Score -473324.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -473392.187500 Penalty: 2790.137695
	Iteration 10Q: 3 clusters Score -473392.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -473456.062500 Penalty: 2790.137695
	Iteration 11Q: 3 clusters Score -473456.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -473517.875000 Penalty: 2790.137695
	Iteration 12Q: 3 clusters Score -473517.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -473588.687500 Penalty: 2790.137695
	Iteration 13Q: 3 clusters Score -473588.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -473643.593750 Penalty: 2790.137695
	Iteration 14Q: 3 clusters Score -473643.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -473693.406250 Penalty: 2790.137695
	Iteration 15Q: 3 clusters Score -473693.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -473734.437500 Penalty: 2790.137695
	Iteration 16Q: 3 clusters Score -473734.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -473777.031250 Penalty: 2790.137695
	Iteration 17Q: 3 clusters Score -473777 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -473824.937500 Penalty: 2790.137695
	Iteration 18Q: 3 clusters Score -473824.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -473863.312500 Penalty: 2790.137695
	Iteration 19Q: 3 clusters Score -473863.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -473896.437500 Penalty: 2790.137695
	Iteration 20F: 3 clusters Score -473896.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -473929.750000 Penalty: 2790.137695
	Iteration 21Q: 3 clusters Score -473929.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -473959.875000 Penalty: 2790.137695
	Iteration 22Q: 3 clusters Score -473959.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -473981.437500 Penalty: 2790.137695
	Iteration 23Q: 3 clusters Score -473981.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -474002.593750 Penalty: 2790.137695
	Iteration 24Q: 3 clusters Score -474002.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -474021.781250 Penalty: 2790.137695
	Iteration 25Q: 3 clusters Score -474021.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -474039.406250 Penalty: 2790.137695
	Iteration 26Q: 3 clusters Score -474039.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -474059.937500 Penalty: 2790.137695
	Iteration 27Q: 3 clusters Score -474059.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -474084.250000 Penalty: 2790.137695
	Iteration 28Q: 3 clusters Score -474084.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -474107.343750 Penalty: 2790.137695
	Iteration 29Q: 3 clusters Score -474107.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -474131.093750 Penalty: 2790.137695
	Iteration 30Q: 3 clusters Score -474131.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -474149.937500 Penalty: 2790.137695
	Iteration 31Q: 3 clusters Score -474149.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -474164.625000 Penalty: 2790.137695
	Iteration 32Q: 3 clusters Score -474164.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -474182.843750 Penalty: 2790.137695
	Iteration 33Q: 3 clusters Score -474182.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -474196.187500 Penalty: 2790.137695
	Iteration 34Q: 3 clusters Score -474196.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -474206.656250 Penalty: 2790.137695
	Iteration 35Q: 3 clusters Score -474206.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -474217.937500 Penalty: 2790.137695
	Iteration 36Q: 3 clusters Score -474217.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -474227.718750 Penalty: 2790.137695
	Iteration 37Q: 3 clusters Score -474227.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -474238.406250 Penalty: 2790.137695
	Iteration 38Q: 3 clusters Score -474238.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -474246.468750 Penalty: 2790.137695
	Iteration 39Q: 3 clusters Score -474246.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -474250.125000 Penalty: 2790.137695
	Iteration 40F: 3 clusters Score -474250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -474253.875000 Penalty: 2790.137695
	Iteration 41Q: 3 clusters Score -474253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -474254.781250 Penalty: 2790.137695
	Iteration 42Q: 3 clusters Score -474254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -474255.343750 Penalty: 2790.137695
	Iteration 43Q: 3 clusters Score -474255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -474256.062500 Penalty: 2790.137695
	Iteration 44Q: 3 clusters Score -474256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -474255.281250 Penalty: 2790.137695
	Iteration 45Q: 3 clusters Score -474255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -474255.906250 Penalty: 2790.137695
	Iteration 46Q: 3 clusters Score -474255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -474256.843750 Penalty: 2790.137695
	Iteration 47Q: 3 clusters Score -474256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -474257.875000 Penalty: 2790.137695
	Iteration 48Q: 3 clusters Score -474257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -474257.812500 Penalty: 2790.137695
	Iteration 49Q: 3 clusters Score -474257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -474257.812500 Penalty: 2790.137695
	Iteration 50F: 3 clusters Score -474257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Entering Unmasked Estep 
Score: -1453894.500000 Penalty: 1576.959473
	Iteration 0F: 2 clusters Score -1453894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1442656.750000 Penalty: 3153.918945
	Iteration 0F: 3 clusters Score -1442657 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1447253.375000 Penalty: 3153.918945
	Iteration 1F: 3 clusters Score -1447253 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1448046.625000 Penalty: 3153.918945
	Iteration 2F: 3 clusters Score -1448047 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1448903.625000 Penalty: 3153.918945
	Iteration 3F: 3 clusters Score -1448904 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1449757.625000 Penalty: 3153.918945
	Iteration 4F: 3 clusters Score -1449758 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1450439.000000 Penalty: 3153.918945
	Iteration 5F: 3 clusters Score -1450439 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1450973.750000 Penalty: 3153.918945
	Iteration 6F: 3 clusters Score -1450974 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1451330.375000 Penalty: 3153.918945
	Iteration 7Q: 3 clusters Score -1451330 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1451591.125000 Penalty: 3153.918945
	Iteration 8Q: 3 clusters Score -1451591 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1451786.875000 Penalty: 3153.918945
	Iteration 9Q: 3 clusters Score -1451787 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1451922.625000 Penalty: 3153.918945
	Iteration 10Q: 3 clusters Score -1451923 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1452065.250000 Penalty: 3153.918945
	Iteration 11Q: 3 clusters Score -1452065 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1452176.625000 Penalty: 3153.918945
	Iteration 12Q: 3 clusters Score -1452177 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1452270.875000 Penalty: 3153.918945
	Iteration 13Q: 3 clusters Score -1452271 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1452342.250000 Penalty: 3153.918945
	Iteration 14Q: 3 clusters Score -1452342 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1452420.625000 Penalty: 3153.918945
	Iteration 15Q: 3 clusters Score -1452421 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1452491.125000 Penalty: 3153.918945
	Iteration 16Q: 3 clusters Score -1452491 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1452574.250000 Penalty: 3153.918945
	Iteration 17Q: 3 clusters Score -1452574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1452632.000000 Penalty: 3153.918945
	Iteration 18Q: 3 clusters Score -1452632 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1452687.875000 Penalty: 3153.918945
	Iteration 19Q: 3 clusters Score -1452688 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1452741.000000 Penalty: 3153.918945
	Iteration 20F: 3 clusters Score -1452741 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1452795.875000 Penalty: 3153.918945
	Iteration 21Q: 3 clusters Score -1452796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1452836.875000 Penalty: 3153.918945
	Iteration 22Q: 3 clusters Score -1452837 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1452877.250000 Penalty: 3153.918945
	Iteration 23Q: 3 clusters Score -1452877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1452906.000000 Penalty: 3153.918945
	Iteration 24Q: 3 clusters Score -1452906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1452927.250000 Penalty: 3153.918945
	Iteration 25Q: 3 clusters Score -1452927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1452935.125000 Penalty: 3153.918945
	Iteration 26Q: 3 clusters Score -1452935 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1452955.625000 Penalty: 3153.918945
	Iteration 27Q: 3 clusters Score -1452956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1452972.750000 Penalty: 3153.918945
	Iteration 28Q: 3 clusters Score -1452973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1452987.000000 Penalty: 3153.918945
	Iteration 29Q: 3 clusters Score -1452987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1453003.250000 Penalty: 3153.918945
	Iteration 30Q: 3 clusters Score -1453003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1453017.625000 Penalty: 3153.918945
	Iteration 31Q: 3 clusters Score -1453018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1453023.125000 Penalty: 3153.918945
	Iteration 32Q: 3 clusters Score -1453023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1453034.250000 Penalty: 3153.918945
	Iteration 33Q: 3 clusters Score -1453034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1453045.000000 Penalty: 3153.918945
	Iteration 34Q: 3 clusters Score -1453045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1453051.875000 Penalty: 3153.918945
	Iteration 35Q: 3 clusters Score -1453052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1453057.875000 Penalty: 3153.918945
	Iteration 36Q: 3 clusters Score -1453058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1453062.125000 Penalty: 3153.918945
	Iteration 37Q: 3 clusters Score -1453062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1453066.125000 Penalty: 3153.918945
	Iteration 38Q: 3 clusters Score -1453066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1453072.250000 Penalty: 3153.918945
	Iteration 39Q: 3 clusters Score -1453072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1453077.000000 Penalty: 3153.918945
	Iteration 40F: 3 clusters Score -1453077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1453079.875000 Penalty: 3153.918945
	Iteration 41Q: 3 clusters Score -1453080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1453084.875000 Penalty: 3153.918945
	Iteration 42Q: 3 clusters Score -1453085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1453085.000000 Penalty: 3153.918945
	Iteration 43Q: 3 clusters Score -1453085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1453090.625000 Penalty: 3153.918945
	Iteration 44Q: 3 clusters Score -1453091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1453098.000000 Penalty: 3153.918945
	Iteration 45Q: 3 clusters Score -1453098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1453097.500000 Penalty: 3153.918945
	Iteration 46Q: 3 clusters Score -1453098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1453098.750000 Penalty: 3153.918945
	Iteration 47Q: 3 clusters Score -1453099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1453100.500000 Penalty: 3153.918945
	Iteration 48Q: 3 clusters Score -1453100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1453102.250000 Penalty: 3153.918945
	Iteration 49Q: 3 clusters Score -1453102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1453104.875000 Penalty: 3153.918945
	Iteration 50Q: 3 clusters Score -1453105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1453104.875000 Penalty: 3153.918945
	Iteration 51Q: 3 clusters Score -1453105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1453105.875000 Penalty: 3153.918945
	Iteration 52Q: 3 clusters Score -1453106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1453106.500000 Penalty: 3153.918945
	Iteration 53Q: 3 clusters Score -1453106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1453109.000000 Penalty: 3153.918945
	Iteration 54Q: 3 clusters Score -1453109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1453108.500000 Penalty: 3153.918945
	Iteration 55Q: 3 clusters Score -1453108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1453112.500000 Penalty: 3153.918945
	Iteration 56Q: 3 clusters Score -1453112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1453114.250000 Penalty: 3153.918945
	Iteration 57Q: 3 clusters Score -1453114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1453112.000000 Penalty: 3153.918945
	Iteration 58Q: 3 clusters Score -1453112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1453111.625000 Penalty: 3153.918945
	Iteration 59Q: 3 clusters Score -1453112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1453111.625000 Penalty: 3153.918945
	Iteration 60F: 3 clusters Score -1453112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Entering Unmasked Estep 
Score: -4644018.500000 Penalty: 1758.200928
	Iteration 0F: 2 clusters Score -4644018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4610719.000000 Penalty: 3516.401855
	Iteration 0F: 3 clusters Score -4610719 nChanged 23350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4624078.500000 Penalty: 3516.401855
	Iteration 1F: 3 clusters Score -4624078 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4624621.000000 Penalty: 3516.401855
	Iteration 2Q: 3 clusters Score -4624621 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4625238.500000 Penalty: 3516.401855
	Iteration 3Q: 3 clusters Score -4625238 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -4625921.000000 Penalty: 3516.401855
	Iteration 4Q: 3 clusters Score -4625921 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4626921.500000 Penalty: 3516.401855
	Iteration 5Q: 3 clusters Score -4626922 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4628322.500000 Penalty: 3516.401855
	Iteration 6F: 3 clusters Score -4628322 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4630379.000000 Penalty: 3516.401855
	Iteration 7F: 3 clusters Score -4630379 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4632845.500000 Penalty: 3516.401855
	Iteration 8F: 3 clusters Score -4632846 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -4635588.000000 Penalty: 3516.401855
	Iteration 9F: 3 clusters Score -4635588 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -4637893.500000 Penalty: 3516.401855
	Iteration 10F: 3 clusters Score -4637894 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -4639571.000000 Penalty: 3516.401855
	Iteration 11Q: 3 clusters Score -4639571 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -4640699.000000 Penalty: 3516.401855
	Iteration 12Q: 3 clusters Score -4640699 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -4641394.000000 Penalty: 3516.401855
	Iteration 13Q: 3 clusters Score -4641394 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -4641891.500000 Penalty: 3516.401855
	Iteration 14Q: 3 clusters Score -4641892 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -4642174.000000 Penalty: 3516.401855
	Iteration 15Q: 3 clusters Score -4642174 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -4642349.000000 Penalty: 3516.401855
	Iteration 16Q: 3 clusters Score -4642349 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -4642447.500000 Penalty: 3516.401855
	Iteration 17Q: 3 clusters Score -4642448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -4642511.500000 Penalty: 3516.401855
	Iteration 18Q: 3 clusters Score -4642512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -4642559.000000 Penalty: 3516.401855
	Iteration 19Q: 3 clusters Score -4642559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -4642597.000000 Penalty: 3516.401855
	Iteration 20F: 3 clusters Score -4642597 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -4642634.000000 Penalty: 3516.401855
	Iteration 21Q: 3 clusters Score -4642634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -4642652.500000 Penalty: 3516.401855
	Iteration 22Q: 3 clusters Score -4642652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -4642656.500000 Penalty: 3516.401855
	Iteration 23Q: 3 clusters Score -4642656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -4642666.500000 Penalty: 3516.401855
	Iteration 24Q: 3 clusters Score -4642666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -4642676.000000 Penalty: 3516.401855
	Iteration 25Q: 3 clusters Score -4642676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -4642682.500000 Penalty: 3516.401855
	Iteration 26Q: 3 clusters Score -4642682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -4642688.500000 Penalty: 3516.401855
	Iteration 27Q: 3 clusters Score -4642688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -4642687.500000 Penalty: 3516.401855
	Iteration 28Q: 3 clusters Score -4642688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -4642688.500000 Penalty: 3516.401855
	Iteration 29Q: 3 clusters Score -4642688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -4642690.500000 Penalty: 3516.401855
	Iteration 30Q: 3 clusters Score -4642690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -4642691.000000 Penalty: 3516.401855
	Iteration 31Q: 3 clusters Score -4642691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -4642696.000000 Penalty: 3516.401855
	Iteration 32Q: 3 clusters Score -4642696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -4642696.500000 Penalty: 3516.401855
	Iteration 33Q: 3 clusters Score -4642696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -4642698.500000 Penalty: 3516.401855
	Iteration 34Q: 3 clusters Score -4642698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -4642698.500000 Penalty: 3516.401855
	Iteration 35F: 3 clusters Score -4642698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Entering Unmasked Estep 
Score: -638335.000000 Penalty: 1445.027100
	Iteration 0F: 2 clusters Score -638335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -632917.187500 Penalty: 2890.054199
	Iteration 0F: 3 clusters Score -632917.2 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -634705.500000 Penalty: 2890.054199
	Iteration 1F: 3 clusters Score -634705.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -635099.125000 Penalty: 2890.054199
	Iteration 2F: 3 clusters Score -635099.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -635473.750000 Penalty: 2890.054199
	Iteration 3F: 3 clusters Score -635473.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -635817.937500 Penalty: 2890.054199
	Iteration 4F: 3 clusters Score -635817.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -636182.937500 Penalty: 2890.054199
	Iteration 5F: 3 clusters Score -636182.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -636586.000000 Penalty: 2890.054199
	Iteration 6F: 3 clusters Score -636586 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -636988.750000 Penalty: 2890.054199
	Iteration 7F: 3 clusters Score -636988.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -637344.000000 Penalty: 2890.054199
	Iteration 8Q: 3 clusters Score -637344 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -637639.062500 Penalty: 2890.054199
	Iteration 9Q: 3 clusters Score -637639.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -637910.812500 Penalty: 2890.054199
	Iteration 10Q: 3 clusters Score -637910.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -638151.062500 Penalty: 2890.054199
	Iteration 11Q: 3 clusters Score -638151.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -638372.062500 Penalty: 2890.054199
	Iteration 12Q: 3 clusters Score -638372.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -638578.687500 Penalty: 2890.054199
	Iteration 13Q: 3 clusters Score -638578.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -638753.250000 Penalty: 2890.054199
	Iteration 14Q: 3 clusters Score -638753.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -638880.375000 Penalty: 2890.054199
	Iteration 15Q: 3 clusters Score -638880.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -638932.250000 Penalty: 2890.054199
	Iteration 16Q: 3 clusters Score -638932.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -638970.187500 Penalty: 2890.054199
	Iteration 17Q: 3 clusters Score -638970.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -638985.750000 Penalty: 2890.054199
	Iteration 18Q: 3 clusters Score -638985.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -638996.500000 Penalty: 2890.054199
	Iteration 19Q: 3 clusters Score -638996.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -638999.750000 Penalty: 2890.054199
	Iteration 20F: 3 clusters Score -638999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -639002.625000 Penalty: 2890.054199
	Iteration 21Q: 3 clusters Score -639002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -639005.062500 Penalty: 2890.054199
	Iteration 22Q: 3 clusters Score -639005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -639005.937500 Penalty: 2890.054199
	Iteration 23Q: 3 clusters Score -639005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -639007.687500 Penalty: 2890.054199
	Iteration 24Q: 3 clusters Score -639007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -639007.687500 Penalty: 2890.054199
	Iteration 25F: 3 clusters Score -639007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 49996 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 198713 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 9269 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 170795 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 21896 members 
Entering Unmasked Estep 
Score: -51555272.000000 Penalty: 45269.484375
Splitting cluster 8 changes total score from -51555244.000000 to -51555272.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (8259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Entering Unmasked Estep 
Score: -745994.062500 Penalty: 1465.597168
	Iteration 0F: 2 clusters Score -745994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -739974.687500 Penalty: 2931.194336
	Iteration 0F: 3 clusters Score -739974.7 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -741817.125000 Penalty: 2931.194336
	Iteration 1F: 3 clusters Score -741817.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -742025.812500 Penalty: 2931.194336
	Iteration 2F: 3 clusters Score -742025.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -742212.875000 Penalty: 2931.194336
	Iteration 3Q: 3 clusters Score -742212.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -742383.375000 Penalty: 2931.194336
	Iteration 4Q: 3 clusters Score -742383.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -742526.687500 Penalty: 2931.194336
	Iteration 5Q: 3 clusters Score -742526.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -742660.437500 Penalty: 2931.194336
	Iteration 6Q: 3 clusters Score -742660.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -742799.250000 Penalty: 2931.194336
	Iteration 7Q: 3 clusters Score -742799.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -742949.312500 Penalty: 2931.194336
	Iteration 8Q: 3 clusters Score -742949.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -743113.187500 Penalty: 2931.194336
	Iteration 9Q: 3 clusters Score -743113.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -743298.562500 Penalty: 2931.194336
	Iteration 10Q: 3 clusters Score -743298.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -743486.687500 Penalty: 2931.194336
	Iteration 11Q: 3 clusters Score -743486.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -743674.312500 Penalty: 2931.194336
	Iteration 12Q: 3 clusters Score -743674.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -743823.875000 Penalty: 2931.194336
	Iteration 13Q: 3 clusters Score -743823.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -743949.312500 Penalty: 2931.194336
	Iteration 14Q: 3 clusters Score -743949.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -744067.125000 Penalty: 2931.194336
	Iteration 15Q: 3 clusters Score -744067.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -744190.750000 Penalty: 2931.194336
	Iteration 16Q: 3 clusters Score -744190.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -744350.687500 Penalty: 2931.194336
	Iteration 17Q: 3 clusters Score -744350.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -744541.187500 Penalty: 2931.194336
	Iteration 18Q: 3 clusters Score -744541.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -744715.562500 Penalty: 2931.194336
	Iteration 19Q: 3 clusters Score -744715.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -744895.562500 Penalty: 2931.194336
	Iteration 20F: 3 clusters Score -744895.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -745040.937500 Penalty: 2931.194336
	Iteration 21Q: 3 clusters Score -745040.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -745145.625000 Penalty: 2931.194336
	Iteration 22Q: 3 clusters Score -745145.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -745231.250000 Penalty: 2931.194336
	Iteration 23Q: 3 clusters Score -745231.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -745298.000000 Penalty: 2931.194336
	Iteration 24Q: 3 clusters Score -745298 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -745348.937500 Penalty: 2931.194336
	Iteration 25Q: 3 clusters Score -745348.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -745381.500000 Penalty: 2931.194336
	Iteration 26Q: 3 clusters Score -745381.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -745402.312500 Penalty: 2931.194336
	Iteration 27Q: 3 clusters Score -745402.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -745414.250000 Penalty: 2931.194336
	Iteration 28Q: 3 clusters Score -745414.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -745422.687500 Penalty: 2931.194336
	Iteration 29Q: 3 clusters Score -745422.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -745425.937500 Penalty: 2931.194336
	Iteration 30Q: 3 clusters Score -745425.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -745427.875000 Penalty: 2931.194336
	Iteration 31Q: 3 clusters Score -745427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -745428.750000 Penalty: 2931.194336
	Iteration 32Q: 3 clusters Score -745428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -745429.062500 Penalty: 2931.194336
	Iteration 33Q: 3 clusters Score -745429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -745428.687500 Penalty: 2931.194336
	Iteration 34Q: 3 clusters Score -745428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -745430.062500 Penalty: 2931.194336
	Iteration 35Q: 3 clusters Score -745430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -745429.437500 Penalty: 2931.194336
	Iteration 36Q: 3 clusters Score -745429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -745433.125000 Penalty: 2931.194336
	Iteration 37Q: 3 clusters Score -745433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -745431.500000 Penalty: 2931.194336
	Iteration 38Q: 3 clusters Score -745431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -745431.625000 Penalty: 2931.194336
	Iteration 39Q: 3 clusters Score -745431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -745433.750000 Penalty: 2931.194336
	Iteration 40F: 3 clusters Score -745433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -745433.312500 Penalty: 2931.194336
	Iteration 41Q: 3 clusters Score -745433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -745434.187500 Penalty: 2931.194336
	Iteration 42Q: 3 clusters Score -745434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -745435.562500 Penalty: 2931.194336
	Iteration 43Q: 3 clusters Score -745435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -745436.812500 Penalty: 2931.194336
	Iteration 44Q: 3 clusters Score -745436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -745435.937500 Penalty: 2931.194336
	Iteration 45Q: 3 clusters Score -745435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -745436.625000 Penalty: 2931.194336
	Iteration 46Q: 3 clusters Score -745436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -745436.750000 Penalty: 2931.194336
	Iteration 47Q: 3 clusters Score -745436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -745436.750000 Penalty: 2931.194336
	Iteration 48F: 3 clusters Score -745436.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -201997.296875 Penalty: 1273.986938
	Iteration 0F: 2 clusters Score -201997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -199665.468750 Penalty: 2547.973877
	Iteration 0F: 3 clusters Score -199665.5 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -200472.859375 Penalty: 2547.973877
	Iteration 1F: 3 clusters Score -200472.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -200883.406250 Penalty: 2547.973877
	Iteration 2F: 3 clusters Score -200883.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -201471.421875 Penalty: 2547.973877
	Iteration 3F: 3 clusters Score -201471.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -202142.375000 Penalty: 2547.973877
	Iteration 4F: 3 clusters Score -202142.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -202429.125000 Penalty: 2547.973877
	Iteration 5F: 3 clusters Score -202429.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -202549.078125 Penalty: 2547.973877
	Iteration 6Q: 3 clusters Score -202549.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -202592.890625 Penalty: 2547.973877
	Iteration 7Q: 3 clusters Score -202592.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -202611.468750 Penalty: 2547.973877
	Iteration 8Q: 3 clusters Score -202611.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -202625.187500 Penalty: 2547.973877
	Iteration 9Q: 3 clusters Score -202625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -202635.468750 Penalty: 2547.973877
	Iteration 10Q: 3 clusters Score -202635.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -202640.593750 Penalty: 2547.973877
	Iteration 11Q: 3 clusters Score -202640.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -202642.656250 Penalty: 2547.973877
	Iteration 12Q: 3 clusters Score -202642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -202645.828125 Penalty: 2547.973877
	Iteration 13Q: 3 clusters Score -202645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -202648.078125 Penalty: 2547.973877
	Iteration 14Q: 3 clusters Score -202648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -202652.609375 Penalty: 2547.973877
	Iteration 15Q: 3 clusters Score -202652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -202654.453125 Penalty: 2547.973877
	Iteration 16Q: 3 clusters Score -202654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -202656.750000 Penalty: 2547.973877
	Iteration 17Q: 3 clusters Score -202656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -202658.000000 Penalty: 2547.973877
	Iteration 18Q: 3 clusters Score -202658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -202664.609375 Penalty: 2547.973877
	Iteration 19Q: 3 clusters Score -202664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -202671.109375 Penalty: 2547.973877
	Iteration 20F: 3 clusters Score -202671.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -202688.609375 Penalty: 2547.973877
	Iteration 21Q: 3 clusters Score -202688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -202698.921875 Penalty: 2547.973877
	Iteration 22Q: 3 clusters Score -202698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -202740.046875 Penalty: 2547.973877
	Iteration 23Q: 3 clusters Score -202740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -202750.062500 Penalty: 2547.973877
	Iteration 24Q: 3 clusters Score -202750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -202754.828125 Penalty: 2547.973877
	Iteration 25Q: 3 clusters Score -202754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -202757.359375 Penalty: 2547.973877
	Iteration 26Q: 3 clusters Score -202757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -202759.953125 Penalty: 2547.973877
	Iteration 27Q: 3 clusters Score -202760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -202761.296875 Penalty: 2547.973877
	Iteration 28Q: 3 clusters Score -202761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -202765.546875 Penalty: 2547.973877
	Iteration 29F: 3 clusters Score -202765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -202772.562500 Penalty: 2547.973877
	Iteration 30Q: 3 clusters Score -202772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -202774.046875 Penalty: 2547.973877
	Iteration 31Q: 3 clusters Score -202774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -202776.359375 Penalty: 2547.973877
	Iteration 32Q: 3 clusters Score -202776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -202777.609375 Penalty: 2547.973877
	Iteration 33Q: 3 clusters Score -202777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -202778.437500 Penalty: 2547.973877
	Iteration 34Q: 3 clusters Score -202778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -202778.343750 Penalty: 2547.973877
	Iteration 35Q: 3 clusters Score -202778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -202778.343750 Penalty: 2547.973877
	Iteration 36F: 3 clusters Score -202778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 49996 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 198713 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 9269 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 170795 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 21896 members 
Entering Unmasked Estep 
Score: -51555188.000000 Penalty: 47425.175781
Splitting cluster 10 changes total score from -51555244.000000 to -51555188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -313974.500000 Penalty: 1316.571899
	Iteration 0F: 2 clusters Score -313974.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -311084.843750 Penalty: 2633.143799
	Iteration 0F: 3 clusters Score -311084.8 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -311765.062500 Penalty: 2633.143799
	Iteration 1F: 3 clusters Score -311765.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -311879.906250 Penalty: 2633.143799
	Iteration 2F: 3 clusters Score -311879.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -311958.750000 Penalty: 2633.143799
	Iteration 3F: 3 clusters Score -311958.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -312011.656250 Penalty: 2633.143799
	Iteration 4Q: 3 clusters Score -312011.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -312056.125000 Penalty: 2633.143799
	Iteration 5Q: 3 clusters Score -312056.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -312086.000000 Penalty: 2633.143799
	Iteration 6Q: 3 clusters Score -312086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -312107.187500 Penalty: 2633.143799
	Iteration 7Q: 3 clusters Score -312107.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -312125.000000 Penalty: 2633.143799
	Iteration 8Q: 3 clusters Score -312125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -312135.875000 Penalty: 2633.143799
	Iteration 9Q: 3 clusters Score -312135.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -312147.375000 Penalty: 2633.143799
	Iteration 10Q: 3 clusters Score -312147.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -312157.625000 Penalty: 2633.143799
	Iteration 11Q: 3 clusters Score -312157.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -312162.656250 Penalty: 2633.143799
	Iteration 12Q: 3 clusters Score -312162.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -312169.718750 Penalty: 2633.143799
	Iteration 13Q: 3 clusters Score -312169.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -312176.656250 Penalty: 2633.143799
	Iteration 14Q: 3 clusters Score -312176.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -312183.562500 Penalty: 2633.143799
	Iteration 15Q: 3 clusters Score -312183.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -312187.718750 Penalty: 2633.143799
	Iteration 16Q: 3 clusters Score -312187.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -312190.718750 Penalty: 2633.143799
	Iteration 17Q: 3 clusters Score -312190.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -312193.437500 Penalty: 2633.143799
	Iteration 18Q: 3 clusters Score -312193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -312194.468750 Penalty: 2633.143799
	Iteration 19Q: 3 clusters Score -312194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -312195.500000 Penalty: 2633.143799
	Iteration 20F: 3 clusters Score -312195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -312196.593750 Penalty: 2633.143799
	Iteration 21Q: 3 clusters Score -312196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -312197.781250 Penalty: 2633.143799
	Iteration 22Q: 3 clusters Score -312197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -312199.031250 Penalty: 2633.143799
	Iteration 23Q: 3 clusters Score -312199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -312199.843750 Penalty: 2633.143799
	Iteration 24Q: 3 clusters Score -312199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -312200.687500 Penalty: 2633.143799
	Iteration 25Q: 3 clusters Score -312200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -312201.875000 Penalty: 2633.143799
	Iteration 26Q: 3 clusters Score -312201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -312202.093750 Penalty: 2633.143799
	Iteration 27Q: 3 clusters Score -312202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -312202.343750 Penalty: 2633.143799
	Iteration 28Q: 3 clusters Score -312202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -312202.562500 Penalty: 2633.143799
	Iteration 29Q: 3 clusters Score -312202.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -312202.562500 Penalty: 2633.143799
	Iteration 30F: 3 clusters Score -312202.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (198713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198713 members 
Entering Unmasked Estep 
Score: -18605844.000000 Penalty: 1982.437622
	Iteration 0F: 2 clusters Score -1.860584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -18473188.000000 Penalty: 3964.875244
	Iteration 0F: 3 clusters Score -1.847319e+07 nChanged 96310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 110079 members 
Entering Unmasked Estep 
Score: -18531612.000000 Penalty: 3964.875244
	Iteration 1F: 3 clusters Score -1.853161e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -18534676.000000 Penalty: 3964.875244
	Iteration 2Q: 3 clusters Score -1.853468e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 125070 members 
Entering Unmasked Estep 
Score: -18539694.000000 Penalty: 3964.875244
	Iteration 3F: 3 clusters Score -1.853969e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 137354 members 
Entering Unmasked Estep 
Score: -18548546.000000 Penalty: 3964.875244
	Iteration 4F: 3 clusters Score -1.854855e+07 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -18561752.000000 Penalty: 3964.875244
	Iteration 5F: 3 clusters Score -1.856175e+07 nChanged 16654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 168755 members 
Entering Unmasked Estep 
Score: -18576910.000000 Penalty: 3964.875244
	Iteration 6F: 3 clusters Score -1.857691e+07 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 182019 members 
Entering Unmasked Estep 
Score: -18589694.000000 Penalty: 3964.875244
	Iteration 7F: 3 clusters Score -1.858969e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 190464 members 
Entering Unmasked Estep 
Score: -18597256.000000 Penalty: 3964.875244
	Iteration 8Q: 3 clusters Score -1.859726e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 195049 members 
Entering Unmasked Estep 
Score: -18601364.000000 Penalty: 3964.875244
	Iteration 9Q: 3 clusters Score -1.860136e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 197102 members 
Entering Unmasked Estep 
Score: -18603150.000000 Penalty: 3964.875244
	Iteration 10Q: 3 clusters Score -1.860315e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 197861 members 
Entering Unmasked Estep 
Score: -18603824.000000 Penalty: 3964.875244
	Iteration 11Q: 3 clusters Score -1.860382e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 198123 members 
Entering Unmasked Estep 
Score: -18604122.000000 Penalty: 3964.875244
	Iteration 12Q: 3 clusters Score -1.860412e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 198199 members 
Entering Unmasked Estep 
Score: -18604250.000000 Penalty: 3964.875244
	Iteration 13Q: 3 clusters Score -1.860425e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 198220 members 
Entering Unmasked Estep 
Score: -18604350.000000 Penalty: 3964.875244
	Iteration 14Q: 3 clusters Score -1.860435e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 198240 members 
Entering Unmasked Estep 
Score: -18604394.000000 Penalty: 3964.875244
	Iteration 15Q: 3 clusters Score -1.860439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 198248 members 
Entering Unmasked Estep 
Score: -18604418.000000 Penalty: 3964.875244
	Iteration 16Q: 3 clusters Score -1.860442e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 198236 members 
Entering Unmasked Estep 
Score: -18604448.000000 Penalty: 3964.875244
	Iteration 17Q: 3 clusters Score -1.860445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 198238 members 
Entering Unmasked Estep 
Score: -18604498.000000 Penalty: 3964.875244
	Iteration 18Q: 3 clusters Score -1.86045e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 198236 members 
Entering Unmasked Estep 
Score: -18604516.000000 Penalty: 3964.875244
	Iteration 19Q: 3 clusters Score -1.860452e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 198223 members 
Entering Unmasked Estep 
Score: -18604556.000000 Penalty: 3964.875244
	Iteration 20F: 3 clusters Score -1.860456e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 198221 members 
Entering Unmasked Estep 
Score: -18604572.000000 Penalty: 3964.875244
	Iteration 21Q: 3 clusters Score -1.860457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 198212 members 
Entering Unmasked Estep 
Score: -18604602.000000 Penalty: 3964.875244
	Iteration 22Q: 3 clusters Score -1.86046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 198207 members 
Entering Unmasked Estep 
Score: -18604612.000000 Penalty: 3964.875244
	Iteration 23Q: 3 clusters Score -1.860461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 198196 members 
Entering Unmasked Estep 
Score: -18604628.000000 Penalty: 3964.875244
	Iteration 24Q: 3 clusters Score -1.860463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 198185 members 
Entering Unmasked Estep 
Score: -18604640.000000 Penalty: 3964.875244
	Iteration 25Q: 3 clusters Score -1.860464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 198181 members 
Entering Unmasked Estep 
Score: -18604664.000000 Penalty: 3964.875244
	Iteration 26Q: 3 clusters Score -1.860466e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 198184 members 
Entering Unmasked Estep 
Score: -18604696.000000 Penalty: 3964.875244
	Iteration 27Q: 3 clusters Score -1.86047e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 198183 members 
Entering Unmasked Estep 
Score: -18604784.000000 Penalty: 3964.875244
	Iteration 28Q: 3 clusters Score -1.860478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 198160 members 
Entering Unmasked Estep 
Score: -18604812.000000 Penalty: 3964.875244
	Iteration 29Q: 3 clusters Score -1.860481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 198139 members 
Entering Unmasked Estep 
Score: -18604856.000000 Penalty: 3964.875244
	Iteration 30Q: 3 clusters Score -1.860486e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 198108 members 
Entering Unmasked Estep 
Score: -18604886.000000 Penalty: 3964.875244
	Iteration 31Q: 3 clusters Score -1.860489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 198086 members 
Entering Unmasked Estep 
Score: -18604904.000000 Penalty: 3964.875244
	Iteration 32Q: 3 clusters Score -1.86049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 198064 members 
Entering Unmasked Estep 
Score: -18604908.000000 Penalty: 3964.875244
	Iteration 33Q: 3 clusters Score -1.860491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 198042 members 
Entering Unmasked Estep 
Score: -18604944.000000 Penalty: 3964.875244
	Iteration 34Q: 3 clusters Score -1.860494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 198018 members 
Entering Unmasked Estep 
Score: -18604986.000000 Penalty: 3964.875244
	Iteration 35Q: 3 clusters Score -1.860499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 197981 members 
Entering Unmasked Estep 
Score: -18604994.000000 Penalty: 3964.875244
	Iteration 36Q: 3 clusters Score -1.860499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 197949 members 
Entering Unmasked Estep 
Score: -18605020.000000 Penalty: 3964.875244
	Iteration 37Q: 3 clusters Score -1.860502e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 197925 members 
Entering Unmasked Estep 
Score: -18605034.000000 Penalty: 3964.875244
	Iteration 38Q: 3 clusters Score -1.860503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 197895 members 
Entering Unmasked Estep 
Score: -18605048.000000 Penalty: 3964.875244
	Iteration 39Q: 3 clusters Score -1.860505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 197867 members 
Entering Unmasked Estep 
Score: -18605094.000000 Penalty: 3964.875244
	Iteration 40F: 3 clusters Score -1.860509e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 197836 members 
Entering Unmasked Estep 
Score: -18605084.000000 Penalty: 3964.875244
	Iteration 41Q: 3 clusters Score -1.860508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 197805 members 
Entering Unmasked Estep 
Score: -18605134.000000 Penalty: 3964.875244
	Iteration 42Q: 3 clusters Score -1.860513e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 197763 members 
Entering Unmasked Estep 
Score: -18605160.000000 Penalty: 3964.875244
	Iteration 43Q: 3 clusters Score -1.860516e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 197721 members 
Entering Unmasked Estep 
Score: -18605190.000000 Penalty: 3964.875244
	Iteration 44Q: 3 clusters Score -1.860519e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 197670 members 
Entering Unmasked Estep 
Score: -18605210.000000 Penalty: 3964.875244
	Iteration 45Q: 3 clusters Score -1.860521e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 197606 members 
Entering Unmasked Estep 
Score: -18605252.000000 Penalty: 3964.875244
	Iteration 46Q: 3 clusters Score -1.860525e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 197542 members 
Entering Unmasked Estep 
Score: -18605292.000000 Penalty: 3964.875244
	Iteration 47Q: 3 clusters Score -1.860529e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 197471 members 
Entering Unmasked Estep 
Score: -18605362.000000 Penalty: 3964.875244
	Iteration 48Q: 3 clusters Score -1.860536e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 197401 members 
Entering Unmasked Estep 
Score: -18605400.000000 Penalty: 3964.875244
	Iteration 49Q: 3 clusters Score -1.86054e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 197330 members 
Entering Unmasked Estep 
Score: -18605454.000000 Penalty: 3964.875244
	Iteration 50Q: 3 clusters Score -1.860545e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 197253 members 
Entering Unmasked Estep 
Score: -18605494.000000 Penalty: 3964.875244
	Iteration 51Q: 3 clusters Score -1.860549e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 197165 members 
Entering Unmasked Estep 
Score: -18605566.000000 Penalty: 3964.875244
	Iteration 52Q: 3 clusters Score -1.860557e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 197091 members 
Entering Unmasked Estep 
Score: -18605598.000000 Penalty: 3964.875244
	Iteration 53Q: 3 clusters Score -1.86056e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 197016 members 
Entering Unmasked Estep 
Score: -18605602.000000 Penalty: 3964.875244
	Iteration 54Q: 3 clusters Score -1.86056e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 196947 members 
Entering Unmasked Estep 
Score: -18605616.000000 Penalty: 3964.875244
	Iteration 55Q: 3 clusters Score -1.860562e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 196899 members 
Entering Unmasked Estep 
Score: -18605648.000000 Penalty: 3964.875244
	Iteration 56Q: 3 clusters Score -1.860565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 196851 members 
Entering Unmasked Estep 
Score: -18605640.000000 Penalty: 3964.875244
	Iteration 57Q: 3 clusters Score -1.860564e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 196786 members 
Entering Unmasked Estep 
Score: -18605666.000000 Penalty: 3964.875244
	Iteration 58Q: 3 clusters Score -1.860567e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 196729 members 
Entering Unmasked Estep 
Score: -18605682.000000 Penalty: 3964.875244
	Iteration 59Q: 3 clusters Score -1.860568e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 196669 members 
Entering Unmasked Estep 
Score: -18605764.000000 Penalty: 3964.875244
	Iteration 60F: 3 clusters Score -1.860576e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 196554 members 
Entering Unmasked Estep 
Score: -18605778.000000 Penalty: 3964.875244
	Iteration 61Q: 3 clusters Score -1.860578e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 196431 members 
Entering Unmasked Estep 
Score: -18605848.000000 Penalty: 3964.875244
	Iteration 62Q: 3 clusters Score -1.860585e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 196290 members 
Entering Unmasked Estep 
Score: -18605842.000000 Penalty: 3964.875244
	Iteration 63Q: 3 clusters Score -1.860584e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 196142 members 
Entering Unmasked Estep 
Score: -18605914.000000 Penalty: 3964.875244
	Iteration 64Q: 3 clusters Score -1.860591e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 195970 members 
Entering Unmasked Estep 
Score: -18605962.000000 Penalty: 3964.875244
	Iteration 65Q: 3 clusters Score -1.860596e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 195785 members 
Entering Unmasked Estep 
Score: -18606048.000000 Penalty: 3964.875244
	Iteration 66Q: 3 clusters Score -1.860605e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 195581 members 
Entering Unmasked Estep 
Score: -18606134.000000 Penalty: 3964.875244
	Iteration 67Q: 3 clusters Score -1.860613e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 195408 members 
Entering Unmasked Estep 
Score: -18606196.000000 Penalty: 3964.875244
	Iteration 68Q: 3 clusters Score -1.86062e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 195217 members 
Entering Unmasked Estep 
Score: -18606256.000000 Penalty: 3964.875244
	Iteration 69Q: 3 clusters Score -1.860626e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 195028 members 
Entering Unmasked Estep 
Score: -18606340.000000 Penalty: 3964.875244
	Iteration 70Q: 3 clusters Score -1.860634e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 194840 members 
Entering Unmasked Estep 
Score: -18606384.000000 Penalty: 3964.875244
	Iteration 71Q: 3 clusters Score -1.860638e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 194673 members 
Entering Unmasked Estep 
Score: -18606508.000000 Penalty: 3964.875244
	Iteration 72Q: 3 clusters Score -1.860651e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 194508 members 
Entering Unmasked Estep 
Score: -18606512.000000 Penalty: 3964.875244
	Iteration 73Q: 3 clusters Score -1.860651e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 194394 members 
Entering Unmasked Estep 
Score: -18606502.000000 Penalty: 3964.875244
	Iteration 74Q: 3 clusters Score -1.86065e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 194294 members 
Entering Unmasked Estep 
Score: -18606502.000000 Penalty: 3964.875244
	Iteration 75Q: 3 clusters Score -1.86065e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 194206 members 
Entering Unmasked Estep 
Score: -18606520.000000 Penalty: 3964.875244
	Iteration 76Q: 3 clusters Score -1.860652e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 194125 members 
Entering Unmasked Estep 
Score: -18606542.000000 Penalty: 3964.875244
	Iteration 77Q: 3 clusters Score -1.860654e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 194045 members 
Entering Unmasked Estep 
Score: -18606534.000000 Penalty: 3964.875244
	Iteration 78Q: 3 clusters Score -1.860653e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 193974 members 
Entering Unmasked Estep 
Score: -18606528.000000 Penalty: 3964.875244
	Iteration 79Q: 3 clusters Score -1.860653e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 193913 members 
Entering Unmasked Estep 
Score: -18606620.000000 Penalty: 3964.875244
	Iteration 80F: 3 clusters Score -1.860662e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 193786 members 
Entering Unmasked Estep 
Score: -18606642.000000 Penalty: 3964.875244
	Iteration 81Q: 3 clusters Score -1.860664e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 193656 members 
Entering Unmasked Estep 
Score: -18606662.000000 Penalty: 3964.875244
	Iteration 82Q: 3 clusters Score -1.860666e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 193526 members 
Entering Unmasked Estep 
Score: -18606716.000000 Penalty: 3964.875244
	Iteration 83Q: 3 clusters Score -1.860672e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 193396 members 
Entering Unmasked Estep 
Score: -18606740.000000 Penalty: 3964.875244
	Iteration 84Q: 3 clusters Score -1.860674e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 193295 members 
Entering Unmasked Estep 
Score: -18606766.000000 Penalty: 3964.875244
	Iteration 85Q: 3 clusters Score -1.860677e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 193203 members 
Entering Unmasked Estep 
Score: -18606806.000000 Penalty: 3964.875244
	Iteration 86Q: 3 clusters Score -1.860681e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 193105 members 
Entering Unmasked Estep 
Score: -18606804.000000 Penalty: 3964.875244
	Iteration 87Q: 3 clusters Score -1.86068e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 193024 members 
Entering Unmasked Estep 
Score: -18606814.000000 Penalty: 3964.875244
	Iteration 88Q: 3 clusters Score -1.860681e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 192941 members 
Entering Unmasked Estep 
Score: -18606814.000000 Penalty: 3964.875244
	Iteration 89Q: 3 clusters Score -1.860681e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 192866 members 
Entering Unmasked Estep 
Score: -18606806.000000 Penalty: 3964.875244
	Iteration 90Q: 3 clusters Score -1.860681e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 192814 members 
Entering Unmasked Estep 
Score: -18606806.000000 Penalty: 3964.875244
	Iteration 91Q: 3 clusters Score -1.860681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 192771 members 
Entering Unmasked Estep 
Score: -18606818.000000 Penalty: 3964.875244
	Iteration 92Q: 3 clusters Score -1.860682e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -18606822.000000 Penalty: 3964.875244
	Iteration 93Q: 3 clusters Score -1.860682e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 192691 members 
Entering Unmasked Estep 
Score: -18606824.000000 Penalty: 3964.875244
	Iteration 94Q: 3 clusters Score -1.860682e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 192639 members 
Entering Unmasked Estep 
Score: -18606834.000000 Penalty: 3964.875244
	Iteration 95Q: 3 clusters Score -1.860683e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 192601 members 
Entering Unmasked Estep 
Score: -18606816.000000 Penalty: 3964.875244
	Iteration 96Q: 3 clusters Score -1.860682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 192574 members 
Entering Unmasked Estep 
Score: -18606818.000000 Penalty: 3964.875244
	Iteration 97Q: 3 clusters Score -1.860682e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 192549 members 
Entering Unmasked Estep 
Score: -18606838.000000 Penalty: 3964.875244
	Iteration 98Q: 3 clusters Score -1.860684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 192530 members 
Entering Unmasked Estep 
Score: -18606816.000000 Penalty: 3964.875244
	Iteration 99Q: 3 clusters Score -1.860682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 192504 members 
Entering Unmasked Estep 
Score: -18606806.000000 Penalty: 3964.875244
	Iteration 100F: 3 clusters Score -1.860681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 192476 members 
Entering Unmasked Estep 
Score: -18606806.000000 Penalty: 3964.875244
	Iteration 101Q: 3 clusters Score -1.860681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 192459 members 
Entering Unmasked Estep 
Score: -18606802.000000 Penalty: 3964.875244
	Iteration 102Q: 3 clusters Score -1.86068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 192436 members 
Entering Unmasked Estep 
Score: -18606816.000000 Penalty: 3964.875244
	Iteration 103Q: 3 clusters Score -1.860682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 192414 members 
Entering Unmasked Estep 
Score: -18606812.000000 Penalty: 3964.875244
	Iteration 104Q: 3 clusters Score -1.860681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 192394 members 
Entering Unmasked Estep 
Score: -18606824.000000 Penalty: 3964.875244
	Iteration 105Q: 3 clusters Score -1.860682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 192382 members 
Entering Unmasked Estep 
Score: -18606818.000000 Penalty: 3964.875244
	Iteration 106Q: 3 clusters Score -1.860682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 192371 members 
Entering Unmasked Estep 
Score: -18606826.000000 Penalty: 3964.875244
	Iteration 107Q: 3 clusters Score -1.860683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 192361 members 
Entering Unmasked Estep 
Score: -18606848.000000 Penalty: 3964.875244
	Iteration 108Q: 3 clusters Score -1.860685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 192344 members 
Entering Unmasked Estep 
Score: -18606848.000000 Penalty: 3964.875244
	Iteration 109Q: 3 clusters Score -1.860685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 192332 members 
Entering Unmasked Estep 
Score: -18606846.000000 Penalty: 3964.875244
	Iteration 110Q: 3 clusters Score -1.860685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 192324 members 
Entering Unmasked Estep 
Score: -18606838.000000 Penalty: 3964.875244
	Iteration 111Q: 3 clusters Score -1.860684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 192319 members 
Entering Unmasked Estep 
Score: -18606840.000000 Penalty: 3964.875244
	Iteration 112Q: 3 clusters Score -1.860684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 192313 members 
Entering Unmasked Estep 
Score: -18606830.000000 Penalty: 3964.875244
	Iteration 113Q: 3 clusters Score -1.860683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 192310 members 
Entering Unmasked Estep 
Score: -18606830.000000 Penalty: 3964.875244
	Iteration 114Q: 3 clusters Score -1.860683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 192308 members 
Entering Unmasked Estep 
Score: -18606822.000000 Penalty: 3964.875244
	Iteration 115Q: 3 clusters Score -1.860682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 192304 members 
Entering Unmasked Estep 
Score: -18606830.000000 Penalty: 3964.875244
	Iteration 116Q: 3 clusters Score -1.860683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 192300 members 
Entering Unmasked Estep 
Score: -18606838.000000 Penalty: 3964.875244
	Iteration 117Q: 3 clusters Score -1.860684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 192295 members 
Entering Unmasked Estep 
Score: -18606842.000000 Penalty: 3964.875244
	Iteration 118Q: 3 clusters Score -1.860684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 192293 members 
Entering Unmasked Estep 
Score: -18606832.000000 Penalty: 3964.875244
	Iteration 119Q: 3 clusters Score -1.860683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 192291 members 
Entering Unmasked Estep 
Score: -18606834.000000 Penalty: 3964.875244
	Iteration 120F: 3 clusters Score -1.860683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 192290 members 
Entering Unmasked Estep 
Score: -18606838.000000 Penalty: 3964.875244
	Iteration 121Q: 3 clusters Score -1.860684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 192288 members 
Entering Unmasked Estep 
Score: -18606826.000000 Penalty: 3964.875244
	Iteration 122Q: 3 clusters Score -1.860683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 192285 members 
Entering Unmasked Estep 
Score: -18606834.000000 Penalty: 3964.875244
	Iteration 123Q: 3 clusters Score -1.860683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 192283 members 
Entering Unmasked Estep 
Score: -18606834.000000 Penalty: 3964.875244
	Iteration 124Q: 3 clusters Score -1.860683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 192282 members 
Entering Unmasked Estep 
Score: -18606838.000000 Penalty: 3964.875244
	Iteration 125Q: 3 clusters Score -1.860684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 192281 members 
Entering Unmasked Estep 
Score: -18606836.000000 Penalty: 3964.875244
	Iteration 126Q: 3 clusters Score -1.860684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 192279 members 
Entering Unmasked Estep 
Score: -18606848.000000 Penalty: 3964.875244
	Iteration 127Q: 3 clusters Score -1.860685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 192278 members 
Entering Unmasked Estep 
Score: -18606848.000000 Penalty: 3964.875244
	Iteration 128Q: 3 clusters Score -1.860685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 192277 members 
Entering Unmasked Estep 
Score: -18606844.000000 Penalty: 3964.875244
	Iteration 129Q: 3 clusters Score -1.860684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 192277 members 
Entering Unmasked Estep 
Score: -18606844.000000 Penalty: 3964.875244
	Iteration 130F: 3 clusters Score -1.860684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 49996 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 6436 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 9269 members 
Mstep: Class 15 contains 192277 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 170795 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 21896 members 
Entering Unmasked Estep 
Score: -51555836.000000 Penalty: 47425.175781
Splitting cluster 12 changes total score from -51555244.000000 to -51555836.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 13 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -537784.937500 Penalty: 1416.915527
	Iteration 0F: 2 clusters Score -537784.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -533059.812500 Penalty: 2833.831055
	Iteration 0F: 3 clusters Score -533059.8 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -534428.437500 Penalty: 2833.831055
	Iteration 1F: 3 clusters Score -534428.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -534654.687500 Penalty: 2833.831055
	Iteration 2F: 3 clusters Score -534654.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -534864.437500 Penalty: 2833.831055
	Iteration 3F: 3 clusters Score -534864.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -535035.187500 Penalty: 2833.831055
	Iteration 4Q: 3 clusters Score -535035.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -535221.687500 Penalty: 2833.831055
	Iteration 5Q: 3 clusters Score -535221.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -535412.000000 Penalty: 2833.831055
	Iteration 6Q: 3 clusters Score -535412 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -535570.375000 Penalty: 2833.831055
	Iteration 7Q: 3 clusters Score -535570.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -535711.437500 Penalty: 2833.831055
	Iteration 8Q: 3 clusters Score -535711.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -535826.062500 Penalty: 2833.831055
	Iteration 9Q: 3 clusters Score -535826.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -535948.687500 Penalty: 2833.831055
	Iteration 10Q: 3 clusters Score -535948.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -536073.187500 Penalty: 2833.831055
	Iteration 11Q: 3 clusters Score -536073.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -536183.625000 Penalty: 2833.831055
	Iteration 12Q: 3 clusters Score -536183.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -536274.062500 Penalty: 2833.831055
	Iteration 13Q: 3 clusters Score -536274.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -536349.312500 Penalty: 2833.831055
	Iteration 14Q: 3 clusters Score -536349.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -536409.500000 Penalty: 2833.831055
	Iteration 15Q: 3 clusters Score -536409.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -536457.250000 Penalty: 2833.831055
	Iteration 16Q: 3 clusters Score -536457.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -536505.250000 Penalty: 2833.831055
	Iteration 17Q: 3 clusters Score -536505.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -536541.500000 Penalty: 2833.831055
	Iteration 18Q: 3 clusters Score -536541.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -536567.500000 Penalty: 2833.831055
	Iteration 19Q: 3 clusters Score -536567.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -536591.750000 Penalty: 2833.831055
	Iteration 20F: 3 clusters Score -536591.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -536620.500000 Penalty: 2833.831055
	Iteration 21Q: 3 clusters Score -536620.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -536639.562500 Penalty: 2833.831055
	Iteration 22Q: 3 clusters Score -536639.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -536650.500000 Penalty: 2833.831055
	Iteration 23Q: 3 clusters Score -536650.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -536662.500000 Penalty: 2833.831055
	Iteration 24Q: 3 clusters Score -536662.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -536671.562500 Penalty: 2833.831055
	Iteration 25Q: 3 clusters Score -536671.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -536682.125000 Penalty: 2833.831055
	Iteration 26Q: 3 clusters Score -536682.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -536691.812500 Penalty: 2833.831055
	Iteration 27Q: 3 clusters Score -536691.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -536698.625000 Penalty: 2833.831055
	Iteration 28Q: 3 clusters Score -536698.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -536708.500000 Penalty: 2833.831055
	Iteration 29Q: 3 clusters Score -536708.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -536717.000000 Penalty: 2833.831055
	Iteration 30Q: 3 clusters Score -536717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -536724.937500 Penalty: 2833.831055
	Iteration 31Q: 3 clusters Score -536724.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -536731.937500 Penalty: 2833.831055
	Iteration 32Q: 3 clusters Score -536731.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -536740.500000 Penalty: 2833.831055
	Iteration 33Q: 3 clusters Score -536740.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -536748.750000 Penalty: 2833.831055
	Iteration 34Q: 3 clusters Score -536748.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -536756.750000 Penalty: 2833.831055
	Iteration 35Q: 3 clusters Score -536756.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -536765.500000 Penalty: 2833.831055
	Iteration 36Q: 3 clusters Score -536765.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -536771.125000 Penalty: 2833.831055
	Iteration 37Q: 3 clusters Score -536771.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -536778.000000 Penalty: 2833.831055
	Iteration 38Q: 3 clusters Score -536778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -536783.875000 Penalty: 2833.831055
	Iteration 39Q: 3 clusters Score -536783.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -536789.125000 Penalty: 2833.831055
	Iteration 40F: 3 clusters Score -536789.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -536798.125000 Penalty: 2833.831055
	Iteration 41Q: 3 clusters Score -536798.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -536809.625000 Penalty: 2833.831055
	Iteration 42Q: 3 clusters Score -536809.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -536817.687500 Penalty: 2833.831055
	Iteration 43Q: 3 clusters Score -536817.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -536823.750000 Penalty: 2833.831055
	Iteration 44Q: 3 clusters Score -536823.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -536830.562500 Penalty: 2833.831055
	Iteration 45Q: 3 clusters Score -536830.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -536841.437500 Penalty: 2833.831055
	Iteration 46Q: 3 clusters Score -536841.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -536854.000000 Penalty: 2833.831055
	Iteration 47Q: 3 clusters Score -536854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -536866.562500 Penalty: 2833.831055
	Iteration 48Q: 3 clusters Score -536866.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -536878.687500 Penalty: 2833.831055
	Iteration 49Q: 3 clusters Score -536878.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -536889.500000 Penalty: 2833.831055
	Iteration 50Q: 3 clusters Score -536889.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -536901.062500 Penalty: 2833.831055
	Iteration 51Q: 3 clusters Score -536901.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -536907.375000 Penalty: 2833.831055
	Iteration 52Q: 3 clusters Score -536907.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -536915.062500 Penalty: 2833.831055
	Iteration 53Q: 3 clusters Score -536915.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -536923.437500 Penalty: 2833.831055
	Iteration 54Q: 3 clusters Score -536923.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -536935.250000 Penalty: 2833.831055
	Iteration 55Q: 3 clusters Score -536935.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -536946.000000 Penalty: 2833.831055
	Iteration 56Q: 3 clusters Score -536946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -536954.375000 Penalty: 2833.831055
	Iteration 57Q: 3 clusters Score -536954.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -536962.875000 Penalty: 2833.831055
	Iteration 58Q: 3 clusters Score -536962.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -536978.000000 Penalty: 2833.831055
	Iteration 59Q: 3 clusters Score -536978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -536997.000000 Penalty: 2833.831055
	Iteration 60F: 3 clusters Score -536997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -537020.687500 Penalty: 2833.831055
	Iteration 61Q: 3 clusters Score -537020.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -537045.187500 Penalty: 2833.831055
	Iteration 62Q: 3 clusters Score -537045.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -537070.625000 Penalty: 2833.831055
	Iteration 63Q: 3 clusters Score -537070.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -537085.187500 Penalty: 2833.831055
	Iteration 64Q: 3 clusters Score -537085.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -537102.750000 Penalty: 2833.831055
	Iteration 65Q: 3 clusters Score -537102.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -537120.062500 Penalty: 2833.831055
	Iteration 66Q: 3 clusters Score -537120.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -537138.250000 Penalty: 2833.831055
	Iteration 67Q: 3 clusters Score -537138.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -537151.187500 Penalty: 2833.831055
	Iteration 68Q: 3 clusters Score -537151.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -537165.562500 Penalty: 2833.831055
	Iteration 69Q: 3 clusters Score -537165.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -537181.812500 Penalty: 2833.831055
	Iteration 70Q: 3 clusters Score -537181.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -537195.312500 Penalty: 2833.831055
	Iteration 71Q: 3 clusters Score -537195.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -537214.625000 Penalty: 2833.831055
	Iteration 72Q: 3 clusters Score -537214.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -537238.812500 Penalty: 2833.831055
	Iteration 73Q: 3 clusters Score -537238.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -537262.437500 Penalty: 2833.831055
	Iteration 74Q: 3 clusters Score -537262.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -537284.437500 Penalty: 2833.831055
	Iteration 75Q: 3 clusters Score -537284.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -537304.062500 Penalty: 2833.831055
	Iteration 76Q: 3 clusters Score -537304.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -537320.562500 Penalty: 2833.831055
	Iteration 77Q: 3 clusters Score -537320.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -537338.875000 Penalty: 2833.831055
	Iteration 78Q: 3 clusters Score -537338.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -537360.812500 Penalty: 2833.831055
	Iteration 79Q: 3 clusters Score -537360.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -537375.125000 Penalty: 2833.831055
	Iteration 80F: 3 clusters Score -537375.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -537386.437500 Penalty: 2833.831055
	Iteration 81Q: 3 clusters Score -537386.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -537395.000000 Penalty: 2833.831055
	Iteration 82Q: 3 clusters Score -537395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -537403.500000 Penalty: 2833.831055
	Iteration 83Q: 3 clusters Score -537403.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -537407.625000 Penalty: 2833.831055
	Iteration 84Q: 3 clusters Score -537407.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -537410.875000 Penalty: 2833.831055
	Iteration 85Q: 3 clusters Score -537410.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -537412.437500 Penalty: 2833.831055
	Iteration 86Q: 3 clusters Score -537412.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -537414.250000 Penalty: 2833.831055
	Iteration 87Q: 3 clusters Score -537414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -537414.062500 Penalty: 2833.831055
	Iteration 88Q: 3 clusters Score -537414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -537415.000000 Penalty: 2833.831055
	Iteration 89Q: 3 clusters Score -537415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -537416.812500 Penalty: 2833.831055
	Iteration 90Q: 3 clusters Score -537416.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -537420.062500 Penalty: 2833.831055
	Iteration 91Q: 3 clusters Score -537420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -537419.437500 Penalty: 2833.831055
	Iteration 92Q: 3 clusters Score -537419.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -537421.625000 Penalty: 2833.831055
	Iteration 93Q: 3 clusters Score -537421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -537423.625000 Penalty: 2833.831055
	Iteration 94Q: 3 clusters Score -537423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -537425.062500 Penalty: 2833.831055
	Iteration 95Q: 3 clusters Score -537425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -537426.000000 Penalty: 2833.831055
	Iteration 96Q: 3 clusters Score -537426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -537426.000000 Penalty: 2833.831055
	Iteration 97Q: 3 clusters Score -537426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -537425.312500 Penalty: 2833.831055
	Iteration 98Q: 3 clusters Score -537425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -537426.687500 Penalty: 2833.831055
	Iteration 99Q: 3 clusters Score -537426.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -537427.750000 Penalty: 2833.831055
	Iteration 100F: 3 clusters Score -537427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -537428.625000 Penalty: 2833.831055
	Iteration 101Q: 3 clusters Score -537428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -537428.500000 Penalty: 2833.831055
	Iteration 102Q: 3 clusters Score -537428.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -537430.687500 Penalty: 2833.831055
	Iteration 103Q: 3 clusters Score -537430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -537432.375000 Penalty: 2833.831055
	Iteration 104Q: 3 clusters Score -537432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -537433.500000 Penalty: 2833.831055
	Iteration 105Q: 3 clusters Score -537433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -537433.687500 Penalty: 2833.831055
	Iteration 106Q: 3 clusters Score -537433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -537433.687500 Penalty: 2833.831055
	Iteration 107F: 3 clusters Score -537433.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Entering Unmasked Estep 
Score: -811034.125000 Penalty: 1484.344971
	Iteration 0F: 2 clusters Score -811034.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -804364.750000 Penalty: 2968.689941
	Iteration 0F: 3 clusters Score -804364.8 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -806658.312500 Penalty: 2968.689941
	Iteration 1F: 3 clusters Score -806658.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -807021.875000 Penalty: 2968.689941
	Iteration 2F: 3 clusters Score -807021.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -807328.437500 Penalty: 2968.689941
	Iteration 3F: 3 clusters Score -807328.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -807598.125000 Penalty: 2968.689941
	Iteration 4F: 3 clusters Score -807598.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -807853.125000 Penalty: 2968.689941
	Iteration 5Q: 3 clusters Score -807853.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -808108.062500 Penalty: 2968.689941
	Iteration 6Q: 3 clusters Score -808108.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -808389.562500 Penalty: 2968.689941
	Iteration 7Q: 3 clusters Score -808389.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -808701.750000 Penalty: 2968.689941
	Iteration 8Q: 3 clusters Score -808701.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -809066.687500 Penalty: 2968.689941
	Iteration 9Q: 3 clusters Score -809066.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -809506.187500 Penalty: 2968.689941
	Iteration 10Q: 3 clusters Score -809506.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -810094.500000 Penalty: 2968.689941
	Iteration 11Q: 3 clusters Score -810094.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -810638.875000 Penalty: 2968.689941
	Iteration 12Q: 3 clusters Score -810638.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -810971.187500 Penalty: 2968.689941
	Iteration 13Q: 3 clusters Score -810971.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -811166.125000 Penalty: 2968.689941
	Iteration 14Q: 3 clusters Score -811166.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -811342.062500 Penalty: 2968.689941
	Iteration 15Q: 3 clusters Score -811342.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -811503.375000 Penalty: 2968.689941
	Iteration 16Q: 3 clusters Score -811503.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -811621.500000 Penalty: 2968.689941
	Iteration 17Q: 3 clusters Score -811621.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -811707.500000 Penalty: 2968.689941
	Iteration 18Q: 3 clusters Score -811707.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -811765.750000 Penalty: 2968.689941
	Iteration 19Q: 3 clusters Score -811765.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -811825.875000 Penalty: 2968.689941
	Iteration 20F: 3 clusters Score -811825.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -811868.875000 Penalty: 2968.689941
	Iteration 21Q: 3 clusters Score -811868.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -811902.000000 Penalty: 2968.689941
	Iteration 22Q: 3 clusters Score -811902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -811930.812500 Penalty: 2968.689941
	Iteration 23Q: 3 clusters Score -811930.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -811947.312500 Penalty: 2968.689941
	Iteration 24Q: 3 clusters Score -811947.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -811958.812500 Penalty: 2968.689941
	Iteration 25Q: 3 clusters Score -811958.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -811970.375000 Penalty: 2968.689941
	Iteration 26Q: 3 clusters Score -811970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -811975.187500 Penalty: 2968.689941
	Iteration 27Q: 3 clusters Score -811975.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -811978.062500 Penalty: 2968.689941
	Iteration 28Q: 3 clusters Score -811978.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -811980.937500 Penalty: 2968.689941
	Iteration 29Q: 3 clusters Score -811980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -811981.687500 Penalty: 2968.689941
	Iteration 30Q: 3 clusters Score -811981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -811982.312500 Penalty: 2968.689941
	Iteration 31Q: 3 clusters Score -811982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -811982.312500 Penalty: 2968.689941
	Iteration 32Q: 3 clusters Score -811982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -811982.312500 Penalty: 2968.689941
	Iteration 33Q: 3 clusters Score -811982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -811981.437500 Penalty: 2968.689941
	Iteration 34Q: 3 clusters Score -811981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -811982.562500 Penalty: 2968.689941
	Iteration 35Q: 3 clusters Score -811982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -811982.562500 Penalty: 2968.689941
	Iteration 36F: 3 clusters Score -811982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 49996 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 6436 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 15 contains 192277 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 170795 members 
Mstep: Class 19 contains 5069 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 21896 members 
Entering Unmasked Estep 
Score: -51556084.000000 Penalty: 49580.863281
Splitting cluster 14 changes total score from -51555244.000000 to -51556084.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 16 (12536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Entering Unmasked Estep 
Score: -1183097.750000 Penalty: 1533.408447
	Iteration 0F: 2 clusters Score -1183098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1174264.625000 Penalty: 3066.816895
	Iteration 0F: 3 clusters Score -1174265 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1177261.125000 Penalty: 3066.816895
	Iteration 1F: 3 clusters Score -1177261 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1177527.750000 Penalty: 3066.816895
	Iteration 2F: 3 clusters Score -1177528 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1177716.000000 Penalty: 3066.816895
	Iteration 3Q: 3 clusters Score -1177716 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1177911.500000 Penalty: 3066.816895
	Iteration 4Q: 3 clusters Score -1177912 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1178117.500000 Penalty: 3066.816895
	Iteration 5Q: 3 clusters Score -1178118 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1178351.375000 Penalty: 3066.816895
	Iteration 6Q: 3 clusters Score -1178351 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1178621.000000 Penalty: 3066.816895
	Iteration 7Q: 3 clusters Score -1178621 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1178887.000000 Penalty: 3066.816895
	Iteration 8Q: 3 clusters Score -1178887 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1179206.625000 Penalty: 3066.816895
	Iteration 9Q: 3 clusters Score -1179207 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1179593.875000 Penalty: 3066.816895
	Iteration 10Q: 3 clusters Score -1179594 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1180019.000000 Penalty: 3066.816895
	Iteration 11Q: 3 clusters Score -1180019 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1180414.875000 Penalty: 3066.816895
	Iteration 12Q: 3 clusters Score -1180415 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1180659.250000 Penalty: 3066.816895
	Iteration 13Q: 3 clusters Score -1180659 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1180792.250000 Penalty: 3066.816895
	Iteration 14Q: 3 clusters Score -1180792 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1180881.625000 Penalty: 3066.816895
	Iteration 15Q: 3 clusters Score -1180882 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1180957.000000 Penalty: 3066.816895
	Iteration 16Q: 3 clusters Score -1180957 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1181008.125000 Penalty: 3066.816895
	Iteration 17Q: 3 clusters Score -1181008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1181066.500000 Penalty: 3066.816895
	Iteration 18Q: 3 clusters Score -1181066 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1181112.250000 Penalty: 3066.816895
	Iteration 19Q: 3 clusters Score -1181112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1181143.250000 Penalty: 3066.816895
	Iteration 20F: 3 clusters Score -1181143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1181176.875000 Penalty: 3066.816895
	Iteration 21Q: 3 clusters Score -1181177 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1181204.000000 Penalty: 3066.816895
	Iteration 22Q: 3 clusters Score -1181204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1181223.375000 Penalty: 3066.816895
	Iteration 23Q: 3 clusters Score -1181223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1181242.500000 Penalty: 3066.816895
	Iteration 24Q: 3 clusters Score -1181242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1181268.000000 Penalty: 3066.816895
	Iteration 25Q: 3 clusters Score -1181268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1181290.250000 Penalty: 3066.816895
	Iteration 26Q: 3 clusters Score -1181290 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1181312.875000 Penalty: 3066.816895
	Iteration 27Q: 3 clusters Score -1181313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1181328.625000 Penalty: 3066.816895
	Iteration 28Q: 3 clusters Score -1181329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1181345.000000 Penalty: 3066.816895
	Iteration 29Q: 3 clusters Score -1181345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1181367.500000 Penalty: 3066.816895
	Iteration 30Q: 3 clusters Score -1181368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1181383.625000 Penalty: 3066.816895
	Iteration 31Q: 3 clusters Score -1181384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1181399.250000 Penalty: 3066.816895
	Iteration 32Q: 3 clusters Score -1181399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1181414.750000 Penalty: 3066.816895
	Iteration 33Q: 3 clusters Score -1181415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1181425.000000 Penalty: 3066.816895
	Iteration 34Q: 3 clusters Score -1181425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1181434.500000 Penalty: 3066.816895
	Iteration 35Q: 3 clusters Score -1181434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1181441.500000 Penalty: 3066.816895
	Iteration 36Q: 3 clusters Score -1181442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1181442.125000 Penalty: 3066.816895
	Iteration 37Q: 3 clusters Score -1181442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1181446.000000 Penalty: 3066.816895
	Iteration 38Q: 3 clusters Score -1181446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1181450.750000 Penalty: 3066.816895
	Iteration 39Q: 3 clusters Score -1181451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1181453.875000 Penalty: 3066.816895
	Iteration 40F: 3 clusters Score -1181454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1181463.000000 Penalty: 3066.816895
	Iteration 41Q: 3 clusters Score -1181463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1181467.250000 Penalty: 3066.816895
	Iteration 42Q: 3 clusters Score -1181467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1181470.250000 Penalty: 3066.816895
	Iteration 43Q: 3 clusters Score -1181470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1181477.625000 Penalty: 3066.816895
	Iteration 44Q: 3 clusters Score -1181478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1181482.250000 Penalty: 3066.816895
	Iteration 45Q: 3 clusters Score -1181482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1181487.750000 Penalty: 3066.816895
	Iteration 46Q: 3 clusters Score -1181488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1181490.625000 Penalty: 3066.816895
	Iteration 47Q: 3 clusters Score -1181491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1181496.250000 Penalty: 3066.816895
	Iteration 48Q: 3 clusters Score -1181496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1181496.750000 Penalty: 3066.816895
	Iteration 49Q: 3 clusters Score -1181497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1181496.250000 Penalty: 3066.816895
	Iteration 50Q: 3 clusters Score -1181496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1181499.750000 Penalty: 3066.816895
	Iteration 51Q: 3 clusters Score -1181500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1181501.875000 Penalty: 3066.816895
	Iteration 52Q: 3 clusters Score -1181502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1181504.000000 Penalty: 3066.816895
	Iteration 53Q: 3 clusters Score -1181504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1181507.125000 Penalty: 3066.816895
	Iteration 54Q: 3 clusters Score -1181507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1181507.000000 Penalty: 3066.816895
	Iteration 55Q: 3 clusters Score -1181507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1181507.375000 Penalty: 3066.816895
	Iteration 56Q: 3 clusters Score -1181507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1181506.250000 Penalty: 3066.816895
	Iteration 57Q: 3 clusters Score -1181506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1181507.500000 Penalty: 3066.816895
	Iteration 58Q: 3 clusters Score -1181508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1181510.000000 Penalty: 3066.816895
	Iteration 59Q: 3 clusters Score -1181510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1181508.250000 Penalty: 3066.816895
	Iteration 60F: 3 clusters Score -1181508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1181510.250000 Penalty: 3066.816895
	Iteration 61Q: 3 clusters Score -1181510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1181511.375000 Penalty: 3066.816895
	Iteration 62Q: 3 clusters Score -1181511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1181513.500000 Penalty: 3066.816895
	Iteration 63Q: 3 clusters Score -1181514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1181511.500000 Penalty: 3066.816895
	Iteration 64Q: 3 clusters Score -1181512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1181511.375000 Penalty: 3066.816895
	Iteration 65Q: 3 clusters Score -1181511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1181511.375000 Penalty: 3066.816895
	Iteration 66Q: 3 clusters Score -1181511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1181513.000000 Penalty: 3066.816895
	Iteration 67Q: 3 clusters Score -1181513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1181519.250000 Penalty: 3066.816895
	Iteration 68Q: 3 clusters Score -1181519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1181518.750000 Penalty: 3066.816895
	Iteration 69Q: 3 clusters Score -1181519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1181518.250000 Penalty: 3066.816895
	Iteration 70Q: 3 clusters Score -1181518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1181517.875000 Penalty: 3066.816895
	Iteration 71Q: 3 clusters Score -1181518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1181519.750000 Penalty: 3066.816895
	Iteration 72Q: 3 clusters Score -1181520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1181517.500000 Penalty: 3066.816895
	Iteration 73Q: 3 clusters Score -1181518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1181518.875000 Penalty: 3066.816895
	Iteration 74Q: 3 clusters Score -1181519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1181519.375000 Penalty: 3066.816895
	Iteration 75Q: 3 clusters Score -1181519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1181521.625000 Penalty: 3066.816895
	Iteration 76Q: 3 clusters Score -1181522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1181524.625000 Penalty: 3066.816895
	Iteration 77Q: 3 clusters Score -1181525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1181524.375000 Penalty: 3066.816895
	Iteration 78Q: 3 clusters Score -1181524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1181527.375000 Penalty: 3066.816895
	Iteration 79Q: 3 clusters Score -1181527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1181525.250000 Penalty: 3066.816895
	Iteration 80F: 3 clusters Score -1181525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1181530.000000 Penalty: 3066.816895
	Iteration 81Q: 3 clusters Score -1181530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1181534.750000 Penalty: 3066.816895
	Iteration 82Q: 3 clusters Score -1181535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1181538.375000 Penalty: 3066.816895
	Iteration 83Q: 3 clusters Score -1181538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1181544.000000 Penalty: 3066.816895
	Iteration 84Q: 3 clusters Score -1181544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1181546.375000 Penalty: 3066.816895
	Iteration 85Q: 3 clusters Score -1181546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1181551.500000 Penalty: 3066.816895
	Iteration 86Q: 3 clusters Score -1181552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1181551.875000 Penalty: 3066.816895
	Iteration 87Q: 3 clusters Score -1181552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1181554.250000 Penalty: 3066.816895
	Iteration 88Q: 3 clusters Score -1181554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1181556.375000 Penalty: 3066.816895
	Iteration 89Q: 3 clusters Score -1181556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1181557.875000 Penalty: 3066.816895
	Iteration 90Q: 3 clusters Score -1181558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1181562.750000 Penalty: 3066.816895
	Iteration 91Q: 3 clusters Score -1181563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1181562.625000 Penalty: 3066.816895
	Iteration 92Q: 3 clusters Score -1181563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1181564.375000 Penalty: 3066.816895
	Iteration 93Q: 3 clusters Score -1181564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1181565.125000 Penalty: 3066.816895
	Iteration 94Q: 3 clusters Score -1181565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1181571.250000 Penalty: 3066.816895
	Iteration 95Q: 3 clusters Score -1181571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1181575.125000 Penalty: 3066.816895
	Iteration 96Q: 3 clusters Score -1181575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1181579.375000 Penalty: 3066.816895
	Iteration 97Q: 3 clusters Score -1181579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1181583.375000 Penalty: 3066.816895
	Iteration 98Q: 3 clusters Score -1181583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1181589.625000 Penalty: 3066.816895
	Iteration 99Q: 3 clusters Score -1181590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1181592.250000 Penalty: 3066.816895
	Iteration 100F: 3 clusters Score -1181592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1181591.125000 Penalty: 3066.816895
	Iteration 101Q: 3 clusters Score -1181591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1181593.750000 Penalty: 3066.816895
	Iteration 102Q: 3 clusters Score -1181594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1181597.750000 Penalty: 3066.816895
	Iteration 103Q: 3 clusters Score -1181598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1181599.375000 Penalty: 3066.816895
	Iteration 104Q: 3 clusters Score -1181599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1181600.250000 Penalty: 3066.816895
	Iteration 105Q: 3 clusters Score -1181600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1181604.500000 Penalty: 3066.816895
	Iteration 106Q: 3 clusters Score -1181604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1181608.125000 Penalty: 3066.816895
	Iteration 107Q: 3 clusters Score -1181608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1181613.250000 Penalty: 3066.816895
	Iteration 108Q: 3 clusters Score -1181613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1181612.375000 Penalty: 3066.816895
	Iteration 109Q: 3 clusters Score -1181612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1181616.125000 Penalty: 3066.816895
	Iteration 110Q: 3 clusters Score -1181616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1181619.250000 Penalty: 3066.816895
	Iteration 111Q: 3 clusters Score -1181619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1181620.625000 Penalty: 3066.816895
	Iteration 112Q: 3 clusters Score -1181621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1181623.625000 Penalty: 3066.816895
	Iteration 113Q: 3 clusters Score -1181624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1181628.375000 Penalty: 3066.816895
	Iteration 114Q: 3 clusters Score -1181628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1181629.250000 Penalty: 3066.816895
	Iteration 115Q: 3 clusters Score -1181629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1181633.250000 Penalty: 3066.816895
	Iteration 116Q: 3 clusters Score -1181633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1181637.000000 Penalty: 3066.816895
	Iteration 117Q: 3 clusters Score -1181637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1181641.750000 Penalty: 3066.816895
	Iteration 118Q: 3 clusters Score -1181642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1181645.000000 Penalty: 3066.816895
	Iteration 119Q: 3 clusters Score -1181645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1181645.375000 Penalty: 3066.816895
	Iteration 120F: 3 clusters Score -1181645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1181649.875000 Penalty: 3066.816895
	Iteration 121Q: 3 clusters Score -1181650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1181650.625000 Penalty: 3066.816895
	Iteration 122Q: 3 clusters Score -1181651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1181654.625000 Penalty: 3066.816895
	Iteration 123Q: 3 clusters Score -1181655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1181657.625000 Penalty: 3066.816895
	Iteration 124Q: 3 clusters Score -1181658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1181659.625000 Penalty: 3066.816895
	Iteration 125Q: 3 clusters Score -1181660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1181659.750000 Penalty: 3066.816895
	Iteration 126Q: 3 clusters Score -1181660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1181664.000000 Penalty: 3066.816895
	Iteration 127Q: 3 clusters Score -1181664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1181665.875000 Penalty: 3066.816895
	Iteration 128Q: 3 clusters Score -1181666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1181668.000000 Penalty: 3066.816895
	Iteration 129Q: 3 clusters Score -1181668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1181670.375000 Penalty: 3066.816895
	Iteration 130Q: 3 clusters Score -1181670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1181674.500000 Penalty: 3066.816895
	Iteration 131Q: 3 clusters Score -1181674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1181676.000000 Penalty: 3066.816895
	Iteration 132Q: 3 clusters Score -1181676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1181676.500000 Penalty: 3066.816895
	Iteration 133Q: 3 clusters Score -1181676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1181676.500000 Penalty: 3066.816895
	Iteration 134Q: 3 clusters Score -1181676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1181675.250000 Penalty: 3066.816895
	Iteration 135Q: 3 clusters Score -1181675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1181678.000000 Penalty: 3066.816895
	Iteration 136Q: 3 clusters Score -1181678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1181679.375000 Penalty: 3066.816895
	Iteration 137Q: 3 clusters Score -1181679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1181680.000000 Penalty: 3066.816895
	Iteration 138Q: 3 clusters Score -1181680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1181685.375000 Penalty: 3066.816895
	Iteration 139Q: 3 clusters Score -1181685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1181690.750000 Penalty: 3066.816895
	Iteration 140F: 3 clusters Score -1181691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1181691.875000 Penalty: 3066.816895
	Iteration 141Q: 3 clusters Score -1181692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1181693.875000 Penalty: 3066.816895
	Iteration 142Q: 3 clusters Score -1181694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1181700.000000 Penalty: 3066.816895
	Iteration 143Q: 3 clusters Score -1181700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1181706.000000 Penalty: 3066.816895
	Iteration 144Q: 3 clusters Score -1181706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1181708.000000 Penalty: 3066.816895
	Iteration 145Q: 3 clusters Score -1181708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1181709.375000 Penalty: 3066.816895
	Iteration 146Q: 3 clusters Score -1181709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1181711.375000 Penalty: 3066.816895
	Iteration 147Q: 3 clusters Score -1181711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1181715.250000 Penalty: 3066.816895
	Iteration 148Q: 3 clusters Score -1181715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1181716.375000 Penalty: 3066.816895
	Iteration 149Q: 3 clusters Score -1181716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1181716.250000 Penalty: 3066.816895
	Iteration 150Q: 3 clusters Score -1181716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1181721.375000 Penalty: 3066.816895
	Iteration 151Q: 3 clusters Score -1181721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1181724.625000 Penalty: 3066.816895
	Iteration 152Q: 3 clusters Score -1181725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1181728.500000 Penalty: 3066.816895
	Iteration 153Q: 3 clusters Score -1181728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1181728.500000 Penalty: 3066.816895
	Iteration 154Q: 3 clusters Score -1181728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1181728.750000 Penalty: 3066.816895
	Iteration 155Q: 3 clusters Score -1181729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1181729.500000 Penalty: 3066.816895
	Iteration 156Q: 3 clusters Score -1181730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1181731.250000 Penalty: 3066.816895
	Iteration 157Q: 3 clusters Score -1181731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1181730.125000 Penalty: 3066.816895
	Iteration 158Q: 3 clusters Score -1181730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1181730.875000 Penalty: 3066.816895
	Iteration 159Q: 3 clusters Score -1181731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1181730.875000 Penalty: 3066.816895
	Iteration 160F: 3 clusters Score -1181731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -294661.406250 Penalty: 1328.755127
	Iteration 0F: 2 clusters Score -294661.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -291592.125000 Penalty: 2657.510254
	Iteration 0F: 3 clusters Score -291592.1 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -292446.187500 Penalty: 2657.510254
	Iteration 1F: 3 clusters Score -292446.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -292666.468750 Penalty: 2657.510254
	Iteration 2F: 3 clusters Score -292666.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -292899.625000 Penalty: 2657.510254
	Iteration 3F: 3 clusters Score -292899.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -293119.406250 Penalty: 2657.510254
	Iteration 4F: 3 clusters Score -293119.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -293385.531250 Penalty: 2657.510254
	Iteration 5F: 3 clusters Score -293385.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -293626.687500 Penalty: 2657.510254
	Iteration 6F: 3 clusters Score -293626.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -293768.687500 Penalty: 2657.510254
	Iteration 7Q: 3 clusters Score -293768.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -293861.656250 Penalty: 2657.510254
	Iteration 8Q: 3 clusters Score -293861.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -293926.312500 Penalty: 2657.510254
	Iteration 9Q: 3 clusters Score -293926.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -293963.718750 Penalty: 2657.510254
	Iteration 10Q: 3 clusters Score -293963.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -293997.656250 Penalty: 2657.510254
	Iteration 11Q: 3 clusters Score -293997.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -294026.781250 Penalty: 2657.510254
	Iteration 12Q: 3 clusters Score -294026.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -294048.218750 Penalty: 2657.510254
	Iteration 13Q: 3 clusters Score -294048.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -294065.281250 Penalty: 2657.510254
	Iteration 14Q: 3 clusters Score -294065.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -294079.000000 Penalty: 2657.510254
	Iteration 15Q: 3 clusters Score -294079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -294089.375000 Penalty: 2657.510254
	Iteration 16Q: 3 clusters Score -294089.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -294096.093750 Penalty: 2657.510254
	Iteration 17Q: 3 clusters Score -294096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -294100.312500 Penalty: 2657.510254
	Iteration 18Q: 3 clusters Score -294100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -294103.468750 Penalty: 2657.510254
	Iteration 19Q: 3 clusters Score -294103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -294105.218750 Penalty: 2657.510254
	Iteration 20F: 3 clusters Score -294105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -294105.781250 Penalty: 2657.510254
	Iteration 21Q: 3 clusters Score -294105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -294105.781250 Penalty: 2657.510254
	Iteration 22F: 3 clusters Score -294105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170795 members 
Entering Unmasked Estep 
Score: -15262407.000000 Penalty: 1957.835693
	Iteration 0F: 2 clusters Score -1.526241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -15147978.000000 Penalty: 3915.671387
	Iteration 0F: 3 clusters Score -1.514798e+07 nChanged 82599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -15198137.000000 Penalty: 3915.671387
	Iteration 1F: 3 clusters Score -1.519814e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -15200127.000000 Penalty: 3915.671387
	Iteration 2Q: 3 clusters Score -1.520013e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -15203411.000000 Penalty: 3915.671387
	Iteration 3Q: 3 clusters Score -1.520341e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -15208392.000000 Penalty: 3915.671387
	Iteration 4F: 3 clusters Score -1.520839e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -15216148.000000 Penalty: 3915.671387
	Iteration 5F: 3 clusters Score -1.521615e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 116581 members 
Entering Unmasked Estep 
Score: -15226127.000000 Penalty: 3915.671387
	Iteration 6F: 3 clusters Score -1.522613e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 123178 members 
Entering Unmasked Estep 
Score: -15235278.000000 Penalty: 3915.671387
	Iteration 7F: 3 clusters Score -1.523528e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -15240762.000000 Penalty: 3915.671387
	Iteration 8Q: 3 clusters Score -1.524076e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 130559 members 
Entering Unmasked Estep 
Score: -15243362.000000 Penalty: 3915.671387
	Iteration 9Q: 3 clusters Score -1.524336e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -15244591.000000 Penalty: 3915.671387
	Iteration 10Q: 3 clusters Score -1.524459e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 135762 members 
Entering Unmasked Estep 
Score: -15245629.000000 Penalty: 3915.671387
	Iteration 11Q: 3 clusters Score -1.524563e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 138297 members 
Entering Unmasked Estep 
Score: -15246546.000000 Penalty: 3915.671387
	Iteration 12Q: 3 clusters Score -1.524655e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 140766 members 
Entering Unmasked Estep 
Score: -15247589.000000 Penalty: 3915.671387
	Iteration 13Q: 3 clusters Score -1.524759e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 143238 members 
Entering Unmasked Estep 
Score: -15248719.000000 Penalty: 3915.671387
	Iteration 14Q: 3 clusters Score -1.524872e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 145680 members 
Entering Unmasked Estep 
Score: -15249697.000000 Penalty: 3915.671387
	Iteration 15Q: 3 clusters Score -1.52497e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -15250638.000000 Penalty: 3915.671387
	Iteration 16Q: 3 clusters Score -1.525064e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -15251578.000000 Penalty: 3915.671387
	Iteration 17Q: 3 clusters Score -1.525158e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 152680 members 
Entering Unmasked Estep 
Score: -15252708.000000 Penalty: 3915.671387
	Iteration 18Q: 3 clusters Score -1.525271e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -15253779.000000 Penalty: 3915.671387
	Iteration 19Q: 3 clusters Score -1.525378e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 156833 members 
Entering Unmasked Estep 
Score: -15254707.000000 Penalty: 3915.671387
	Iteration 20F: 3 clusters Score -1.525471e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 158632 members 
Entering Unmasked Estep 
Score: -15255534.000000 Penalty: 3915.671387
	Iteration 21Q: 3 clusters Score -1.525553e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 160235 members 
Entering Unmasked Estep 
Score: -15256296.000000 Penalty: 3915.671387
	Iteration 22Q: 3 clusters Score -1.52563e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -15257007.000000 Penalty: 3915.671387
	Iteration 23Q: 3 clusters Score -1.525701e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -15257727.000000 Penalty: 3915.671387
	Iteration 24Q: 3 clusters Score -1.525773e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 164232 members 
Entering Unmasked Estep 
Score: -15258267.000000 Penalty: 3915.671387
	Iteration 25Q: 3 clusters Score -1.525827e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -15258767.000000 Penalty: 3915.671387
	Iteration 26Q: 3 clusters Score -1.525877e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 166052 members 
Entering Unmasked Estep 
Score: -15259172.000000 Penalty: 3915.671387
	Iteration 27Q: 3 clusters Score -1.525917e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -15259524.000000 Penalty: 3915.671387
	Iteration 28Q: 3 clusters Score -1.525952e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 167383 members 
Entering Unmasked Estep 
Score: -15259819.000000 Penalty: 3915.671387
	Iteration 29Q: 3 clusters Score -1.525982e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 167875 members 
Entering Unmasked Estep 
Score: -15260011.000000 Penalty: 3915.671387
	Iteration 30Q: 3 clusters Score -1.526001e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 168263 members 
Entering Unmasked Estep 
Score: -15260187.000000 Penalty: 3915.671387
	Iteration 31Q: 3 clusters Score -1.526019e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 168564 members 
Entering Unmasked Estep 
Score: -15260370.000000 Penalty: 3915.671387
	Iteration 32Q: 3 clusters Score -1.526037e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 168801 members 
Entering Unmasked Estep 
Score: -15260478.000000 Penalty: 3915.671387
	Iteration 33Q: 3 clusters Score -1.526048e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -15260568.000000 Penalty: 3915.671387
	Iteration 34Q: 3 clusters Score -1.526057e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 169107 members 
Entering Unmasked Estep 
Score: -15260687.000000 Penalty: 3915.671387
	Iteration 35Q: 3 clusters Score -1.526069e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 169234 members 
Entering Unmasked Estep 
Score: -15260748.000000 Penalty: 3915.671387
	Iteration 36Q: 3 clusters Score -1.526075e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 169330 members 
Entering Unmasked Estep 
Score: -15260777.000000 Penalty: 3915.671387
	Iteration 37Q: 3 clusters Score -1.526078e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -15260831.000000 Penalty: 3915.671387
	Iteration 38Q: 3 clusters Score -1.526083e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 169478 members 
Entering Unmasked Estep 
Score: -15260853.000000 Penalty: 3915.671387
	Iteration 39Q: 3 clusters Score -1.526085e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -15260886.000000 Penalty: 3915.671387
	Iteration 40F: 3 clusters Score -1.526089e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 169530 members 
Entering Unmasked Estep 
Score: -15260905.000000 Penalty: 3915.671387
	Iteration 41Q: 3 clusters Score -1.52609e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 169558 members 
Entering Unmasked Estep 
Score: -15260910.000000 Penalty: 3915.671387
	Iteration 42Q: 3 clusters Score -1.526091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 169583 members 
Entering Unmasked Estep 
Score: -15260909.000000 Penalty: 3915.671387
	Iteration 43Q: 3 clusters Score -1.526091e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -15260907.000000 Penalty: 3915.671387
	Iteration 44Q: 3 clusters Score -1.526091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 169621 members 
Entering Unmasked Estep 
Score: -15260916.000000 Penalty: 3915.671387
	Iteration 45Q: 3 clusters Score -1.526092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 169636 members 
Entering Unmasked Estep 
Score: -15260935.000000 Penalty: 3915.671387
	Iteration 46Q: 3 clusters Score -1.526094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 169652 members 
Entering Unmasked Estep 
Score: -15260951.000000 Penalty: 3915.671387
	Iteration 47Q: 3 clusters Score -1.526095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 169658 members 
Entering Unmasked Estep 
Score: -15260967.000000 Penalty: 3915.671387
	Iteration 48Q: 3 clusters Score -1.526097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 169665 members 
Entering Unmasked Estep 
Score: -15260977.000000 Penalty: 3915.671387
	Iteration 49Q: 3 clusters Score -1.526098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 169666 members 
Entering Unmasked Estep 
Score: -15260972.000000 Penalty: 3915.671387
	Iteration 50Q: 3 clusters Score -1.526097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -15260972.000000 Penalty: 3915.671387
	Iteration 51Q: 3 clusters Score -1.526097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 169670 members 
Entering Unmasked Estep 
Score: -15260987.000000 Penalty: 3915.671387
	Iteration 52Q: 3 clusters Score -1.526099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -15260976.000000 Penalty: 3915.671387
	Iteration 53Q: 3 clusters Score -1.526098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -15260977.000000 Penalty: 3915.671387
	Iteration 54Q: 3 clusters Score -1.526098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 169688 members 
Entering Unmasked Estep 
Score: -15260987.000000 Penalty: 3915.671387
	Iteration 55Q: 3 clusters Score -1.526099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 169691 members 
Entering Unmasked Estep 
Score: -15260992.000000 Penalty: 3915.671387
	Iteration 56Q: 3 clusters Score -1.526099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -15260986.000000 Penalty: 3915.671387
	Iteration 57Q: 3 clusters Score -1.526099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -15260984.000000 Penalty: 3915.671387
	Iteration 58Q: 3 clusters Score -1.526098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -15260984.000000 Penalty: 3915.671387
	Iteration 59F: 3 clusters Score -1.526098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -122016.070312 Penalty: 1192.358032
	Iteration 0F: 2 clusters Score -122016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -120231.843750 Penalty: 2384.716064
	Iteration 0F: 3 clusters Score -120231.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -120769.132812 Penalty: 2384.716064
	Iteration 1F: 3 clusters Score -120769.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -121041.429688 Penalty: 2384.716064
	Iteration 2F: 3 clusters Score -121041.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -121223.578125 Penalty: 2384.716064
	Iteration 3F: 3 clusters Score -121223.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -121337.609375 Penalty: 2384.716064
	Iteration 4F: 3 clusters Score -121337.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -121411.867188 Penalty: 2384.716064
	Iteration 5Q: 3 clusters Score -121411.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -121471.148438 Penalty: 2384.716064
	Iteration 6Q: 3 clusters Score -121471.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -121532.554688 Penalty: 2384.716064
	Iteration 7Q: 3 clusters Score -121532.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -121584.695312 Penalty: 2384.716064
	Iteration 8Q: 3 clusters Score -121584.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -121654.140625 Penalty: 2384.716064
	Iteration 9Q: 3 clusters Score -121654.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -121696.578125 Penalty: 2384.716064
	Iteration 10Q: 3 clusters Score -121696.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -121720.531250 Penalty: 2384.716064
	Iteration 11Q: 3 clusters Score -121720.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -121753.742188 Penalty: 2384.716064
	Iteration 12Q: 3 clusters Score -121753.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -121781.515625 Penalty: 2384.716064
	Iteration 13Q: 3 clusters Score -121781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -121792.171875 Penalty: 2384.716064
	Iteration 14Q: 3 clusters Score -121792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -121800.796875 Penalty: 2384.716064
	Iteration 15Q: 3 clusters Score -121800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -121805.703125 Penalty: 2384.716064
	Iteration 16Q: 3 clusters Score -121805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -121808.242188 Penalty: 2384.716064
	Iteration 17Q: 3 clusters Score -121808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -121819.523438 Penalty: 2384.716064
	Iteration 18Q: 3 clusters Score -121819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -121824.093750 Penalty: 2384.716064
	Iteration 19Q: 3 clusters Score -121824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -121828.281250 Penalty: 2384.716064
	Iteration 20F: 3 clusters Score -121828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -121837.945312 Penalty: 2384.716064
	Iteration 21Q: 3 clusters Score -121837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -121842.531250 Penalty: 2384.716064
	Iteration 22Q: 3 clusters Score -121842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -121843.117188 Penalty: 2384.716064
	Iteration 23Q: 3 clusters Score -121843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -121848.250000 Penalty: 2384.716064
	Iteration 24Q: 3 clusters Score -121848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -121850.914062 Penalty: 2384.716064
	Iteration 25Q: 3 clusters Score -121850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -121853.546875 Penalty: 2384.716064
	Iteration 26Q: 3 clusters Score -121853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -121855.554688 Penalty: 2384.716064
	Iteration 27Q: 3 clusters Score -121855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -121856.242188 Penalty: 2384.716064
	Iteration 28Q: 3 clusters Score -121856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -121856.875000 Penalty: 2384.716064
	Iteration 29Q: 3 clusters Score -121856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -121856.875000 Penalty: 2384.716064
	Iteration 30F: 3 clusters Score -121856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -82500.382812 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -82500.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81057.648438 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -81057.65 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81307.867188 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -81307.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81383.343750 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -81383.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81407.757812 Penalty: 2243.064697
	Iteration 3Q: 3 clusters Score -81407.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -81421.273438 Penalty: 2243.064697
	Iteration 4Q: 3 clusters Score -81421.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -81428.992188 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -81428.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81434.843750 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -81434.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81437.570312 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -81437.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81439.078125 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -81439.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81440.984375 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -81440.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81441.101562 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -81441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81441.273438 Penalty: 2243.064697
	Iteration 11Q: 3 clusters Score -81441.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81441.273438 Penalty: 2243.064697
	Iteration 12F: 3 clusters Score -81441.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Entering Unmasked Estep 
Score: -818492.625000 Penalty: 1495.784180
	Iteration 0F: 2 clusters Score -818492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -811397.812500 Penalty: 2991.568359
	Iteration 0F: 3 clusters Score -811397.8 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -813750.937500 Penalty: 2991.568359
	Iteration 1F: 3 clusters Score -813750.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -814138.500000 Penalty: 2991.568359
	Iteration 2F: 3 clusters Score -814138.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -814528.812500 Penalty: 2991.568359
	Iteration 3F: 3 clusters Score -814528.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -814798.375000 Penalty: 2991.568359
	Iteration 4F: 3 clusters Score -814798.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -815057.500000 Penalty: 2991.568359
	Iteration 5Q: 3 clusters Score -815057.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -815393.812500 Penalty: 2991.568359
	Iteration 6F: 3 clusters Score -815393.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -815794.125000 Penalty: 2991.568359
	Iteration 7F: 3 clusters Score -815794.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -816229.375000 Penalty: 2991.568359
	Iteration 8F: 3 clusters Score -816229.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -816591.125000 Penalty: 2991.568359
	Iteration 9F: 3 clusters Score -816591.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -816877.187500 Penalty: 2991.568359
	Iteration 10Q: 3 clusters Score -816877.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -817095.500000 Penalty: 2991.568359
	Iteration 11Q: 3 clusters Score -817095.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -817256.312500 Penalty: 2991.568359
	Iteration 12Q: 3 clusters Score -817256.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -817392.000000 Penalty: 2991.568359
	Iteration 13Q: 3 clusters Score -817392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -817510.125000 Penalty: 2991.568359
	Iteration 14Q: 3 clusters Score -817510.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -817629.500000 Penalty: 2991.568359
	Iteration 15Q: 3 clusters Score -817629.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -817724.437500 Penalty: 2991.568359
	Iteration 16Q: 3 clusters Score -817724.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -817821.937500 Penalty: 2991.568359
	Iteration 17Q: 3 clusters Score -817821.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -817924.125000 Penalty: 2991.568359
	Iteration 18Q: 3 clusters Score -817924.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -818029.000000 Penalty: 2991.568359
	Iteration 19Q: 3 clusters Score -818029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -818116.312500 Penalty: 2991.568359
	Iteration 20F: 3 clusters Score -818116.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -818190.687500 Penalty: 2991.568359
	Iteration 21Q: 3 clusters Score -818190.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -818234.187500 Penalty: 2991.568359
	Iteration 22Q: 3 clusters Score -818234.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -818271.625000 Penalty: 2991.568359
	Iteration 23Q: 3 clusters Score -818271.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -818314.000000 Penalty: 2991.568359
	Iteration 24Q: 3 clusters Score -818314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -818340.312500 Penalty: 2991.568359
	Iteration 25Q: 3 clusters Score -818340.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -818352.375000 Penalty: 2991.568359
	Iteration 26Q: 3 clusters Score -818352.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -818355.062500 Penalty: 2991.568359
	Iteration 27Q: 3 clusters Score -818355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -818357.812500 Penalty: 2991.568359
	Iteration 28Q: 3 clusters Score -818357.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -818357.812500 Penalty: 2991.568359
	Iteration 29F: 3 clusters Score -818357.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Entering Unmasked Estep 
Score: -2088593.000000 Penalty: 1624.034668
	Iteration 0F: 2 clusters Score -2088593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2073771.625000 Penalty: 3248.069336
	Iteration 0F: 3 clusters Score -2073772 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2079556.250000 Penalty: 3248.069336
	Iteration 1F: 3 clusters Score -2079556 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2080112.125000 Penalty: 3248.069336
	Iteration 2F: 3 clusters Score -2080112 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2080762.875000 Penalty: 3248.069336
	Iteration 3F: 3 clusters Score -2080763 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2081537.375000 Penalty: 3248.069336
	Iteration 4F: 3 clusters Score -2081537 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2082428.625000 Penalty: 3248.069336
	Iteration 5F: 3 clusters Score -2082429 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2083426.000000 Penalty: 3248.069336
	Iteration 6F: 3 clusters Score -2083426 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2084394.750000 Penalty: 3248.069336
	Iteration 7F: 3 clusters Score -2084395 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2085283.125000 Penalty: 3248.069336
	Iteration 8Q: 3 clusters Score -2085283 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2085952.625000 Penalty: 3248.069336
	Iteration 9Q: 3 clusters Score -2085953 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2086369.000000 Penalty: 3248.069336
	Iteration 10Q: 3 clusters Score -2086369 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2086637.625000 Penalty: 3248.069336
	Iteration 11Q: 3 clusters Score -2086638 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2086821.125000 Penalty: 3248.069336
	Iteration 12Q: 3 clusters Score -2086821 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2086992.250000 Penalty: 3248.069336
	Iteration 13Q: 3 clusters Score -2086992 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2087097.500000 Penalty: 3248.069336
	Iteration 14Q: 3 clusters Score -2087098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2087182.125000 Penalty: 3248.069336
	Iteration 15Q: 3 clusters Score -2087182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2087236.750000 Penalty: 3248.069336
	Iteration 16Q: 3 clusters Score -2087237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2087280.875000 Penalty: 3248.069336
	Iteration 17Q: 3 clusters Score -2087281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2087307.625000 Penalty: 3248.069336
	Iteration 18Q: 3 clusters Score -2087308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2087331.500000 Penalty: 3248.069336
	Iteration 19Q: 3 clusters Score -2087332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2087352.750000 Penalty: 3248.069336
	Iteration 20F: 3 clusters Score -2087353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2087359.875000 Penalty: 3248.069336
	Iteration 21Q: 3 clusters Score -2087360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2087362.000000 Penalty: 3248.069336
	Iteration 22Q: 3 clusters Score -2087362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2087367.125000 Penalty: 3248.069336
	Iteration 23Q: 3 clusters Score -2087367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2087371.250000 Penalty: 3248.069336
	Iteration 24Q: 3 clusters Score -2087371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2087374.875000 Penalty: 3248.069336
	Iteration 25Q: 3 clusters Score -2087375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2087374.375000 Penalty: 3248.069336
	Iteration 26Q: 3 clusters Score -2087374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2087374.875000 Penalty: 3248.069336
	Iteration 27Q: 3 clusters Score -2087375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2087374.375000 Penalty: 3248.069336
	Iteration 28Q: 3 clusters Score -2087374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2087373.625000 Penalty: 3248.069336
	Iteration 29Q: 3 clusters Score -2087374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2087375.000000 Penalty: 3248.069336
	Iteration 30Q: 3 clusters Score -2087375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2087378.000000 Penalty: 3248.069336
	Iteration 31Q: 3 clusters Score -2087378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2087377.375000 Penalty: 3248.069336
	Iteration 32Q: 3 clusters Score -2087377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2087377.375000 Penalty: 3248.069336
	Iteration 33F: 3 clusters Score -2087377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 49996 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 6436 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 170795 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 21896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51557336.000000 Penalty: 49580.863281
Iteration 39Q: 24 clusters Score -5.155734e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5780 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 5378 members 
Mstep: Class 6 contains 16375 members 
Mstep: Class 7 contains 50011 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 8134 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 6085 members 
Mstep: Class 14 contains 4413 members 
Mstep: Class 15 contains 191900 members 
Mstep: Class 16 contains 12542 members 
Mstep: Class 17 contains 3551 members 
Mstep: Class 18 contains 170740 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 22 contains 10037 members 
Mstep: Class 23 contains 21933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558088.000000 Penalty: 49580.863281
Iteration 40F: 24 clusters Score -5.155809e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 41111 members 
Mstep: Class 4 contains 5878 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 16393 members 
Mstep: Class 7 contains 49997 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 6002 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 191858 members 
Mstep: Class 16 contains 12475 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 18 contains 170673 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 10073 members 
Mstep: Class 23 contains 21907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558656.000000 Penalty: 49580.863281
Iteration 41Q: 24 clusters Score -5.155866e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 41122 members 
Mstep: Class 4 contains 5894 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 16386 members 
Mstep: Class 7 contains 49982 members 
Mstep: Class 8 contains 1611 members 
Mstep: Class 9 contains 7840 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 12 contains 6722 members 
Mstep: Class 13 contains 5912 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 191785 members 
Mstep: Class 16 contains 12437 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 170661 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 10079 members 
Mstep: Class 23 contains 21894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51558872.000000 Penalty: 49580.863281
Iteration 42Q: 24 clusters Score -5.155887e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 41126 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 16371 members 
Mstep: Class 7 contains 49962 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 7689 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 3395 members 
Mstep: Class 12 contains 6803 members 
Mstep: Class 13 contains 5838 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 191694 members 
Mstep: Class 16 contains 12419 members 
Mstep: Class 17 contains 3436 members 
Mstep: Class 18 contains 170667 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 10107 members 
Mstep: Class 23 contains 21886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559076.000000 Penalty: 49580.863281
Iteration 43Q: 24 clusters Score -5.155908e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6229 members 
Mstep: Class 3 contains 41132 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 16398 members 
Mstep: Class 7 contains 49926 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 7541 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 3405 members 
Mstep: Class 12 contains 6886 members 
Mstep: Class 13 contains 5771 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 191598 members 
Mstep: Class 16 contains 12405 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 170702 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 10107 members 
Mstep: Class 23 contains 21880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559200.000000 Penalty: 49580.863281
Iteration 44Q: 24 clusters Score -5.15592e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6320 members 
Mstep: Class 3 contains 41135 members 
Mstep: Class 4 contains 5894 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 16432 members 
Mstep: Class 7 contains 49902 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 7405 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 12 contains 6952 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 191531 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 170713 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1142 members 
Mstep: Class 22 contains 10115 members 
Mstep: Class 23 contains 21874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559348.000000 Penalty: 49580.863281
Iteration 45Q: 24 clusters Score -5.155935e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6412 members 
Mstep: Class 3 contains 41135 members 
Mstep: Class 4 contains 5885 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 16475 members 
Mstep: Class 7 contains 49877 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 3450 members 
Mstep: Class 12 contains 7041 members 
Mstep: Class 13 contains 5654 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 191446 members 
Mstep: Class 16 contains 12371 members 
Mstep: Class 17 contains 3338 members 
Mstep: Class 18 contains 170728 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 10131 members 
Mstep: Class 23 contains 21868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559368.000000 Penalty: 49580.863281
Iteration 46Q: 24 clusters Score -5.155937e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6517 members 
Mstep: Class 3 contains 41134 members 
Mstep: Class 4 contains 5878 members 
Mstep: Class 5 contains 5686 members 
Mstep: Class 6 contains 16506 members 
Mstep: Class 7 contains 49845 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 7131 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 3474 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 5591 members 
Mstep: Class 14 contains 4720 members 
Mstep: Class 15 contains 191353 members 
Mstep: Class 16 contains 12362 members 
Mstep: Class 17 contains 3314 members 
Mstep: Class 18 contains 170754 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 10141 members 
Mstep: Class 23 contains 21864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559484.000000 Penalty: 49580.863281
Iteration 47Q: 24 clusters Score -5.155948e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6621 members 
Mstep: Class 3 contains 41137 members 
Mstep: Class 4 contains 5876 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 16526 members 
Mstep: Class 7 contains 49830 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 12 contains 7200 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 191266 members 
Mstep: Class 16 contains 12360 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 18 contains 170764 members 
Mstep: Class 19 contains 4990 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 10162 members 
Mstep: Class 23 contains 21858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559560.000000 Penalty: 49580.863281
Iteration 48Q: 24 clusters Score -5.155956e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 41138 members 
Mstep: Class 4 contains 5870 members 
Mstep: Class 5 contains 5714 members 
Mstep: Class 6 contains 16551 members 
Mstep: Class 7 contains 49818 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 3515 members 
Mstep: Class 12 contains 7277 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 191194 members 
Mstep: Class 16 contains 12357 members 
Mstep: Class 17 contains 3280 members 
Mstep: Class 18 contains 170767 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 10181 members 
Mstep: Class 23 contains 21855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559536.000000 Penalty: 49580.863281
Iteration 49Q: 24 clusters Score -5.155954e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6798 members 
Mstep: Class 3 contains 41141 members 
Mstep: Class 4 contains 5867 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 16573 members 
Mstep: Class 7 contains 49820 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 3534 members 
Mstep: Class 12 contains 7367 members 
Mstep: Class 13 contains 5405 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 191108 members 
Mstep: Class 16 contains 12355 members 
Mstep: Class 17 contains 3272 members 
Mstep: Class 18 contains 170764 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 21852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559532.000000 Penalty: 49580.863281
Iteration 50Q: 24 clusters Score -5.155953e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6888 members 
Mstep: Class 3 contains 41140 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 16582 members 
Mstep: Class 7 contains 49800 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 6675 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 5360 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 191016 members 
Mstep: Class 16 contains 12355 members 
Mstep: Class 17 contains 3262 members 
Mstep: Class 18 contains 170772 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 10196 members 
Mstep: Class 23 contains 21851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559692.000000 Penalty: 49580.863281
Iteration 51Q: 24 clusters Score -5.155969e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 41142 members 
Mstep: Class 4 contains 5856 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 49796 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 6580 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 7557 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 190933 members 
Mstep: Class 16 contains 12352 members 
Mstep: Class 17 contains 3251 members 
Mstep: Class 18 contains 170788 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 10199 members 
Mstep: Class 23 contains 21849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559692.000000 Penalty: 49580.863281
Iteration 52Q: 24 clusters Score -5.155969e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7105 members 
Mstep: Class 3 contains 41141 members 
Mstep: Class 4 contains 5852 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 16558 members 
Mstep: Class 7 contains 49787 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 6476 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 5242 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 190845 members 
Mstep: Class 16 contains 12350 members 
Mstep: Class 17 contains 3242 members 
Mstep: Class 18 contains 170809 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 10205 members 
Mstep: Class 23 contains 21842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559864.000000 Penalty: 49580.863281
Iteration 53Q: 24 clusters Score -5.155986e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7228 members 
Mstep: Class 3 contains 41141 members 
Mstep: Class 4 contains 5850 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 16561 members 
Mstep: Class 7 contains 49777 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 6365 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 7726 members 
Mstep: Class 13 contains 5182 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 190779 members 
Mstep: Class 16 contains 12342 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 170816 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 10211 members 
Mstep: Class 23 contains 21838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51559956.000000 Penalty: 49580.863281
Iteration 54Q: 24 clusters Score -5.155996e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 41143 members 
Mstep: Class 4 contains 5843 members 
Mstep: Class 5 contains 5775 members 
Mstep: Class 6 contains 16560 members 
Mstep: Class 7 contains 49765 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 3600 members 
Mstep: Class 12 contains 7816 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 190698 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 170834 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 10219 members 
Mstep: Class 23 contains 21830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560088.000000 Penalty: 49580.863281
Iteration 55Q: 24 clusters Score -5.156009e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7516 members 
Mstep: Class 3 contains 41144 members 
Mstep: Class 4 contains 5839 members 
Mstep: Class 5 contains 5773 members 
Mstep: Class 6 contains 16565 members 
Mstep: Class 7 contains 49737 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 3609 members 
Mstep: Class 12 contains 7897 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 190619 members 
Mstep: Class 16 contains 12338 members 
Mstep: Class 17 contains 3225 members 
Mstep: Class 18 contains 170836 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 10229 members 
Mstep: Class 23 contains 21827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560264.000000 Penalty: 49580.863281
Iteration 56Q: 24 clusters Score -5.156026e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7651 members 
Mstep: Class 3 contains 41143 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 5774 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 49729 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 5997 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 5051 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 190526 members 
Mstep: Class 16 contains 12337 members 
Mstep: Class 17 contains 3221 members 
Mstep: Class 18 contains 170844 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10236 members 
Mstep: Class 23 contains 21826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560384.000000 Penalty: 49580.863281
Iteration 57Q: 24 clusters Score -5.156038e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7776 members 
Mstep: Class 3 contains 41146 members 
Mstep: Class 4 contains 5839 members 
Mstep: Class 5 contains 5776 members 
Mstep: Class 6 contains 16575 members 
Mstep: Class 7 contains 49713 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 5883 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 3630 members 
Mstep: Class 12 contains 8075 members 
Mstep: Class 13 contains 5013 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 190437 members 
Mstep: Class 16 contains 12335 members 
Mstep: Class 17 contains 3215 members 
Mstep: Class 18 contains 170855 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 21821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560508.000000 Penalty: 49580.863281
Iteration 58Q: 24 clusters Score -5.156051e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 3 contains 41148 members 
Mstep: Class 4 contains 5838 members 
Mstep: Class 5 contains 5778 members 
Mstep: Class 6 contains 16570 members 
Mstep: Class 7 contains 49696 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 3641 members 
Mstep: Class 12 contains 8145 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 190365 members 
Mstep: Class 16 contains 12336 members 
Mstep: Class 17 contains 3211 members 
Mstep: Class 18 contains 170861 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 10239 members 
Mstep: Class 23 contains 21811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560516.000000 Penalty: 49580.863281
Iteration 59Q: 24 clusters Score -5.156052e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8020 members 
Mstep: Class 3 contains 41149 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 5785 members 
Mstep: Class 6 contains 16559 members 
Mstep: Class 7 contains 49686 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 5691 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 3646 members 
Mstep: Class 12 contains 8229 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 190282 members 
Mstep: Class 16 contains 12342 members 
Mstep: Class 17 contains 3210 members 
Mstep: Class 18 contains 170872 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560520.000000 Penalty: 49580.863281
Iteration 60F: 24 clusters Score -5.156052e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 41148 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 16532 members 
Mstep: Class 7 contains 49691 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 190199 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 18 contains 170880 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1447 members 
Mstep: Class 22 contains 10240 members 
Mstep: Class 23 contains 21799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560668.000000 Penalty: 49580.863281
Iteration 61Q: 24 clusters Score -5.156067e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 41148 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 16504 members 
Mstep: Class 7 contains 49694 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 190126 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 3206 members 
Mstep: Class 18 contains 170890 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 10241 members 
Mstep: Class 23 contains 21790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560712.000000 Penalty: 49580.863281
Iteration 62Q: 24 clusters Score -5.156071e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 41149 members 
Mstep: Class 4 contains 5834 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 16475 members 
Mstep: Class 7 contains 49696 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 12 contains 8433 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 190072 members 
Mstep: Class 16 contains 12348 members 
Mstep: Class 17 contains 3206 members 
Mstep: Class 18 contains 170892 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 10235 members 
Mstep: Class 23 contains 21788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560748.000000 Penalty: 49580.863281
Iteration 63Q: 24 clusters Score -5.156075e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8522 members 
Mstep: Class 3 contains 41152 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 16454 members 
Mstep: Class 7 contains 49699 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 190025 members 
Mstep: Class 16 contains 12350 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 170900 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 10233 members 
Mstep: Class 23 contains 21785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560800.000000 Penalty: 49580.863281
Iteration 64Q: 24 clusters Score -5.15608e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 41153 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 16431 members 
Mstep: Class 7 contains 49703 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 189985 members 
Mstep: Class 16 contains 12349 members 
Mstep: Class 17 contains 3203 members 
Mstep: Class 18 contains 170919 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 21781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560860.000000 Penalty: 49580.863281
Iteration 65Q: 24 clusters Score -5.156086e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8787 members 
Mstep: Class 3 contains 41154 members 
Mstep: Class 4 contains 5823 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 16414 members 
Mstep: Class 7 contains 49702 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 5071 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 189953 members 
Mstep: Class 16 contains 12343 members 
Mstep: Class 17 contains 3201 members 
Mstep: Class 18 contains 170928 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 10228 members 
Mstep: Class 23 contains 21781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560856.000000 Penalty: 49580.863281
Iteration 66Q: 24 clusters Score -5.156086e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8930 members 
Mstep: Class 3 contains 41155 members 
Mstep: Class 4 contains 5823 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 49690 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 8605 members 
Mstep: Class 13 contains 4836 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 189915 members 
Mstep: Class 16 contains 12341 members 
Mstep: Class 17 contains 3195 members 
Mstep: Class 18 contains 170933 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 10228 members 
Mstep: Class 23 contains 21780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51560920.000000 Penalty: 49580.863281
Iteration 67Q: 24 clusters Score -5.156092e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 41153 members 
Mstep: Class 4 contains 5823 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 16392 members 
Mstep: Class 7 contains 49678 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 8644 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 189882 members 
Mstep: Class 16 contains 12336 members 
Mstep: Class 17 contains 3191 members 
Mstep: Class 18 contains 170932 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 10223 members 
Mstep: Class 23 contains 21780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561076.000000 Penalty: 49580.863281
Iteration 68Q: 24 clusters Score -5.156108e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9212 members 
Mstep: Class 3 contains 41155 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 16366 members 
Mstep: Class 7 contains 49689 members 
Mstep: Class 8 contains 1739 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 3652 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 4809 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 189844 members 
Mstep: Class 16 contains 12332 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 170932 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 10223 members 
Mstep: Class 23 contains 21779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561248.000000 Penalty: 49580.863281
Iteration 69Q: 24 clusters Score -5.156125e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9367 members 
Mstep: Class 3 contains 41156 members 
Mstep: Class 4 contains 5822 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 49697 members 
Mstep: Class 8 contains 1740 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 3641 members 
Mstep: Class 12 contains 8716 members 
Mstep: Class 13 contains 4795 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 189809 members 
Mstep: Class 16 contains 12331 members 
Mstep: Class 17 contains 3181 members 
Mstep: Class 18 contains 170926 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 10221 members 
Mstep: Class 23 contains 21776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561212.000000 Penalty: 49580.863281
Iteration 70Q: 24 clusters Score -5.156121e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9504 members 
Mstep: Class 3 contains 41157 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 5832 members 
Mstep: Class 6 contains 16322 members 
Mstep: Class 7 contains 49696 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 4560 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 8744 members 
Mstep: Class 13 contains 4785 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189777 members 
Mstep: Class 16 contains 12329 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 170935 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1449 members 
Mstep: Class 22 contains 10220 members 
Mstep: Class 23 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561300.000000 Penalty: 49580.863281
Iteration 71Q: 24 clusters Score -5.15613e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 41157 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 49696 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 3614 members 
Mstep: Class 12 contains 8772 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 189751 members 
Mstep: Class 16 contains 12327 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 170928 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 10220 members 
Mstep: Class 23 contains 21770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561396.000000 Penalty: 49580.863281
Iteration 72Q: 24 clusters Score -5.15614e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9747 members 
Mstep: Class 3 contains 41157 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 49706 members 
Mstep: Class 8 contains 1746 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 8809 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189714 members 
Mstep: Class 16 contains 12327 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 170939 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 1440 members 
Mstep: Class 22 contains 10219 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561408.000000 Penalty: 49580.863281
Iteration 73Q: 24 clusters Score -5.156141e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 41157 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 16314 members 
Mstep: Class 7 contains 49700 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 2585 members 
Mstep: Class 11 contains 3557 members 
Mstep: Class 12 contains 8841 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189687 members 
Mstep: Class 16 contains 12324 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 18 contains 170967 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 10219 members 
Mstep: Class 23 contains 21762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561648.000000 Penalty: 49580.863281
Iteration 74Q: 24 clusters Score -5.156165e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9930 members 
Mstep: Class 3 contains 41157 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 49704 members 
Mstep: Class 8 contains 1752 members 
Mstep: Class 9 contains 4298 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 8867 members 
Mstep: Class 13 contains 4738 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189661 members 
Mstep: Class 16 contains 12325 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 170974 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 10218 members 
Mstep: Class 23 contains 21763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561772.000000 Penalty: 49580.863281
Iteration 75Q: 24 clusters Score -5.156177e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9986 members 
Mstep: Class 3 contains 41157 members 
Mstep: Class 4 contains 5823 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 16292 members 
Mstep: Class 7 contains 49710 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 4307 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 3444 members 
Mstep: Class 12 contains 8897 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189629 members 
Mstep: Class 16 contains 12325 members 
Mstep: Class 17 contains 3154 members 
Mstep: Class 18 contains 170993 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 10215 members 
Mstep: Class 23 contains 21761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561920.000000 Penalty: 49580.863281
Iteration 76Q: 24 clusters Score -5.156192e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10017 members 
Mstep: Class 3 contains 41158 members 
Mstep: Class 4 contains 5820 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 16287 members 
Mstep: Class 7 contains 49716 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 8927 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 189596 members 
Mstep: Class 16 contains 12324 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 171025 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 10212 members 
Mstep: Class 23 contains 21758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51561976.000000 Penalty: 49580.863281
Iteration 77Q: 24 clusters Score -5.156198e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 41159 members 
Mstep: Class 4 contains 5820 members 
Mstep: Class 5 contains 5859 members 
Mstep: Class 6 contains 16282 members 
Mstep: Class 7 contains 49724 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 4376 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 8964 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189555 members 
Mstep: Class 16 contains 12320 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 171043 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 10208 members 
Mstep: Class 23 contains 21756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562084.000000 Penalty: 49580.863281
Iteration 78Q: 24 clusters Score -5.156208e+07 nChanged 328
Entering ConstructFrom: 
Score: -51562084.000000 Penalty: 49580.863281
Entering ConstructFrom: 
Trying to split cluster 1 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -163477.921875 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -163477.9 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 877 members 
Entering Unmasked Estep 
Score: -161517.625000 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -161517.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161944.890625 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -161944.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -162066.171875 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -162066.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -162154.250000 Penalty: 2427.822998
	Iteration 3F: 3 clusters Score -162154.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -162233.718750 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -162233.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -162313.171875 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -162313.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -162405.125000 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -162405.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -162556.406250 Penalty: 2427.822998
	Iteration 7F: 3 clusters Score -162556.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -162680.468750 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -162680.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -162742.859375 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -162742.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -162770.031250 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -162770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -162796.968750 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -162797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -162812.953125 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -162813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -162822.484375 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -162822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -162829.281250 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -162829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -162832.140625 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -162832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -162833.656250 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -162833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -162836.562500 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -162836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -162840.562500 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -162840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -162841.187500 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -162841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -162841.187500 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -162841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Entering Unmasked Estep 
Score: -911252.437500 Penalty: 1497.716919
	Iteration 0F: 2 clusters Score -911252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -904039.812500 Penalty: 2995.433838
	Iteration 0F: 3 clusters Score -904039.8 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -906378.812500 Penalty: 2995.433838
	Iteration 1F: 3 clusters Score -906378.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -906664.375000 Penalty: 2995.433838
	Iteration 2F: 3 clusters Score -906664.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -906977.312500 Penalty: 2995.433838
	Iteration 3F: 3 clusters Score -906977.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -907323.625000 Penalty: 2995.433838
	Iteration 4F: 3 clusters Score -907323.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -907707.125000 Penalty: 2995.433838
	Iteration 5F: 3 clusters Score -907707.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -908139.562500 Penalty: 2995.433838
	Iteration 6F: 3 clusters Score -908139.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -908578.312500 Penalty: 2995.433838
	Iteration 7F: 3 clusters Score -908578.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -909004.437500 Penalty: 2995.433838
	Iteration 8F: 3 clusters Score -909004.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -909428.187500 Penalty: 2995.433838
	Iteration 9Q: 3 clusters Score -909428.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -909780.187500 Penalty: 2995.433838
	Iteration 10Q: 3 clusters Score -909780.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -910043.437500 Penalty: 2995.433838
	Iteration 11Q: 3 clusters Score -910043.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -910234.500000 Penalty: 2995.433838
	Iteration 12Q: 3 clusters Score -910234.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -910393.375000 Penalty: 2995.433838
	Iteration 13Q: 3 clusters Score -910393.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -910524.937500 Penalty: 2995.433838
	Iteration 14Q: 3 clusters Score -910524.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -910626.062500 Penalty: 2995.433838
	Iteration 15Q: 3 clusters Score -910626.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -910676.062500 Penalty: 2995.433838
	Iteration 16Q: 3 clusters Score -910676.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -910705.687500 Penalty: 2995.433838
	Iteration 17Q: 3 clusters Score -910705.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -910726.750000 Penalty: 2995.433838
	Iteration 18Q: 3 clusters Score -910726.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -910738.687500 Penalty: 2995.433838
	Iteration 19Q: 3 clusters Score -910738.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -910749.812500 Penalty: 2995.433838
	Iteration 20F: 3 clusters Score -910749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -910757.625000 Penalty: 2995.433838
	Iteration 21Q: 3 clusters Score -910757.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -910761.875000 Penalty: 2995.433838
	Iteration 22Q: 3 clusters Score -910761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -910766.875000 Penalty: 2995.433838
	Iteration 23Q: 3 clusters Score -910766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -910769.125000 Penalty: 2995.433838
	Iteration 24Q: 3 clusters Score -910769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -910770.250000 Penalty: 2995.433838
	Iteration 25Q: 3 clusters Score -910770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -910773.062500 Penalty: 2995.433838
	Iteration 26Q: 3 clusters Score -910773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -910773.187500 Penalty: 2995.433838
	Iteration 27Q: 3 clusters Score -910773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -910776.187500 Penalty: 2995.433838
	Iteration 28Q: 3 clusters Score -910776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -910779.625000 Penalty: 2995.433838
	Iteration 29Q: 3 clusters Score -910779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -910779.375000 Penalty: 2995.433838
	Iteration 30Q: 3 clusters Score -910779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -910782.312500 Penalty: 2995.433838
	Iteration 31Q: 3 clusters Score -910782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -910784.500000 Penalty: 2995.433838
	Iteration 32Q: 3 clusters Score -910784.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -910784.375000 Penalty: 2995.433838
	Iteration 33Q: 3 clusters Score -910784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -910784.375000 Penalty: 2995.433838
	Iteration 34F: 3 clusters Score -910784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Entering Unmasked Estep 
Score: -3735401.250000 Penalty: 1726.602539
	Iteration 0F: 2 clusters Score -3735401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3707812.250000 Penalty: 3453.205078
	Iteration 0F: 3 clusters Score -3707812 nChanged 19332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3718626.000000 Penalty: 3453.205078
	Iteration 1F: 3 clusters Score -3718626 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3719163.000000 Penalty: 3453.205078
	Iteration 2Q: 3 clusters Score -3719163 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3719894.500000 Penalty: 3453.205078
	Iteration 3Q: 3 clusters Score -3719894 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3721196.750000 Penalty: 3453.205078
	Iteration 4F: 3 clusters Score -3721197 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3723289.250000 Penalty: 3453.205078
	Iteration 5F: 3 clusters Score -3723289 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3726130.000000 Penalty: 3453.205078
	Iteration 6F: 3 clusters Score -3726130 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3728923.500000 Penalty: 3453.205078
	Iteration 7F: 3 clusters Score -3728924 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -3730943.500000 Penalty: 3453.205078
	Iteration 8F: 3 clusters Score -3730944 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -3732212.000000 Penalty: 3453.205078
	Iteration 9Q: 3 clusters Score -3732212 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -3733029.250000 Penalty: 3453.205078
	Iteration 10Q: 3 clusters Score -3733029 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -3733439.500000 Penalty: 3453.205078
	Iteration 11Q: 3 clusters Score -3733440 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -3733665.250000 Penalty: 3453.205078
	Iteration 12Q: 3 clusters Score -3733665 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -3733793.500000 Penalty: 3453.205078
	Iteration 13Q: 3 clusters Score -3733794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -3733865.750000 Penalty: 3453.205078
	Iteration 14Q: 3 clusters Score -3733866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -3733888.000000 Penalty: 3453.205078
	Iteration 15Q: 3 clusters Score -3733888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -3733915.500000 Penalty: 3453.205078
	Iteration 16Q: 3 clusters Score -3733916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -3733930.750000 Penalty: 3453.205078
	Iteration 17Q: 3 clusters Score -3733931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -3733941.500000 Penalty: 3453.205078
	Iteration 18Q: 3 clusters Score -3733942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -3733953.000000 Penalty: 3453.205078
	Iteration 19Q: 3 clusters Score -3733953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -3733949.250000 Penalty: 3453.205078
	Iteration 20F: 3 clusters Score -3733949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -3733951.250000 Penalty: 3453.205078
	Iteration 21Q: 3 clusters Score -3733951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -3733951.250000 Penalty: 3453.205078
	Iteration 22F: 3 clusters Score -3733951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -513015.937500 Penalty: 1408.749512
	Iteration 0F: 2 clusters Score -513015.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -508523.187500 Penalty: 2817.499023
	Iteration 0F: 3 clusters Score -508523.2 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -509736.843750 Penalty: 2817.499023
	Iteration 1F: 3 clusters Score -509736.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -509950.812500 Penalty: 2817.499023
	Iteration 2F: 3 clusters Score -509950.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -510087.437500 Penalty: 2817.499023
	Iteration 3F: 3 clusters Score -510087.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -510186.125000 Penalty: 2817.499023
	Iteration 4Q: 3 clusters Score -510186.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -510279.468750 Penalty: 2817.499023
	Iteration 5Q: 3 clusters Score -510279.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -510357.593750 Penalty: 2817.499023
	Iteration 6Q: 3 clusters Score -510357.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -510435.531250 Penalty: 2817.499023
	Iteration 7Q: 3 clusters Score -510435.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -510513.656250 Penalty: 2817.499023
	Iteration 8Q: 3 clusters Score -510513.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -510608.625000 Penalty: 2817.499023
	Iteration 9Q: 3 clusters Score -510608.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -510694.812500 Penalty: 2817.499023
	Iteration 10Q: 3 clusters Score -510694.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -510754.937500 Penalty: 2817.499023
	Iteration 11Q: 3 clusters Score -510754.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -510811.062500 Penalty: 2817.499023
	Iteration 12Q: 3 clusters Score -510811.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -510874.531250 Penalty: 2817.499023
	Iteration 13Q: 3 clusters Score -510874.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -510940.906250 Penalty: 2817.499023
	Iteration 14Q: 3 clusters Score -510940.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -511005.093750 Penalty: 2817.499023
	Iteration 15Q: 3 clusters Score -511005.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -511068.531250 Penalty: 2817.499023
	Iteration 16Q: 3 clusters Score -511068.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -511117.531250 Penalty: 2817.499023
	Iteration 17Q: 3 clusters Score -511117.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -511156.718750 Penalty: 2817.499023
	Iteration 18Q: 3 clusters Score -511156.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -511193.093750 Penalty: 2817.499023
	Iteration 19Q: 3 clusters Score -511193.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -511225.125000 Penalty: 2817.499023
	Iteration 20F: 3 clusters Score -511225.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -511255.062500 Penalty: 2817.499023
	Iteration 21Q: 3 clusters Score -511255.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -511290.093750 Penalty: 2817.499023
	Iteration 22Q: 3 clusters Score -511290.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -511320.843750 Penalty: 2817.499023
	Iteration 23Q: 3 clusters Score -511320.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -511348.906250 Penalty: 2817.499023
	Iteration 24Q: 3 clusters Score -511348.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -511365.531250 Penalty: 2817.499023
	Iteration 25Q: 3 clusters Score -511365.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -511377.968750 Penalty: 2817.499023
	Iteration 26Q: 3 clusters Score -511378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -511392.437500 Penalty: 2817.499023
	Iteration 27Q: 3 clusters Score -511392.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -511409.843750 Penalty: 2817.499023
	Iteration 28Q: 3 clusters Score -511409.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -511432.687500 Penalty: 2817.499023
	Iteration 29Q: 3 clusters Score -511432.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -511464.781250 Penalty: 2817.499023
	Iteration 30Q: 3 clusters Score -511464.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -511486.781250 Penalty: 2817.499023
	Iteration 31Q: 3 clusters Score -511486.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -511504.531250 Penalty: 2817.499023
	Iteration 32Q: 3 clusters Score -511504.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -511526.156250 Penalty: 2817.499023
	Iteration 33Q: 3 clusters Score -511526.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -511556.187500 Penalty: 2817.499023
	Iteration 34Q: 3 clusters Score -511556.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -511581.031250 Penalty: 2817.499023
	Iteration 35Q: 3 clusters Score -511581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -511606.937500 Penalty: 2817.499023
	Iteration 36Q: 3 clusters Score -511606.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -511632.218750 Penalty: 2817.499023
	Iteration 37Q: 3 clusters Score -511632.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -511651.250000 Penalty: 2817.499023
	Iteration 38Q: 3 clusters Score -511651.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -511668.593750 Penalty: 2817.499023
	Iteration 39Q: 3 clusters Score -511668.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -511687.875000 Penalty: 2817.499023
	Iteration 40F: 3 clusters Score -511687.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -511713.125000 Penalty: 2817.499023
	Iteration 41Q: 3 clusters Score -511713.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -511744.281250 Penalty: 2817.499023
	Iteration 42Q: 3 clusters Score -511744.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -511775.843750 Penalty: 2817.499023
	Iteration 43Q: 3 clusters Score -511775.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -511817.406250 Penalty: 2817.499023
	Iteration 44Q: 3 clusters Score -511817.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -511888.000000 Penalty: 2817.499023
	Iteration 45Q: 3 clusters Score -511888 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -512001.062500 Penalty: 2817.499023
	Iteration 46Q: 3 clusters Score -512001.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -512133.843750 Penalty: 2817.499023
	Iteration 47Q: 3 clusters Score -512133.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -512263.031250 Penalty: 2817.499023
	Iteration 48Q: 3 clusters Score -512263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -512387.125000 Penalty: 2817.499023
	Iteration 49Q: 3 clusters Score -512387.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -512517.250000 Penalty: 2817.499023
	Iteration 50Q: 3 clusters Score -512517.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -512614.718750 Penalty: 2817.499023
	Iteration 51Q: 3 clusters Score -512614.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -512703.562500 Penalty: 2817.499023
	Iteration 52Q: 3 clusters Score -512703.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -512796.125000 Penalty: 2817.499023
	Iteration 53Q: 3 clusters Score -512796.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -512868.468750 Penalty: 2817.499023
	Iteration 54Q: 3 clusters Score -512868.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -512923.687500 Penalty: 2817.499023
	Iteration 55Q: 3 clusters Score -512923.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -512966.937500 Penalty: 2817.499023
	Iteration 56Q: 3 clusters Score -512966.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -512995.375000 Penalty: 2817.499023
	Iteration 57Q: 3 clusters Score -512995.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -513017.156250 Penalty: 2817.499023
	Iteration 58Q: 3 clusters Score -513017.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -513036.312500 Penalty: 2817.499023
	Iteration 59Q: 3 clusters Score -513036.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -513049.687500 Penalty: 2817.499023
	Iteration 60F: 3 clusters Score -513049.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -513059.906250 Penalty: 2817.499023
	Iteration 61Q: 3 clusters Score -513059.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -513068.062500 Penalty: 2817.499023
	Iteration 62Q: 3 clusters Score -513068.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -513076.093750 Penalty: 2817.499023
	Iteration 63Q: 3 clusters Score -513076.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -513083.125000 Penalty: 2817.499023
	Iteration 64Q: 3 clusters Score -513083.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -513090.281250 Penalty: 2817.499023
	Iteration 65Q: 3 clusters Score -513090.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -513096.468750 Penalty: 2817.499023
	Iteration 66Q: 3 clusters Score -513096.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -513103.593750 Penalty: 2817.499023
	Iteration 67Q: 3 clusters Score -513103.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -513111.468750 Penalty: 2817.499023
	Iteration 68Q: 3 clusters Score -513111.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -513118.343750 Penalty: 2817.499023
	Iteration 69Q: 3 clusters Score -513118.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -513125.375000 Penalty: 2817.499023
	Iteration 70Q: 3 clusters Score -513125.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -513133.812500 Penalty: 2817.499023
	Iteration 71Q: 3 clusters Score -513133.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -513143.593750 Penalty: 2817.499023
	Iteration 72Q: 3 clusters Score -513143.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -513151.125000 Penalty: 2817.499023
	Iteration 73Q: 3 clusters Score -513151.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -513161.250000 Penalty: 2817.499023
	Iteration 74Q: 3 clusters Score -513161.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -513174.562500 Penalty: 2817.499023
	Iteration 75Q: 3 clusters Score -513174.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -513187.562500 Penalty: 2817.499023
	Iteration 76Q: 3 clusters Score -513187.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -513200.000000 Penalty: 2817.499023
	Iteration 77Q: 3 clusters Score -513200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -513209.687500 Penalty: 2817.499023
	Iteration 78Q: 3 clusters Score -513209.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -513216.906250 Penalty: 2817.499023
	Iteration 79Q: 3 clusters Score -513216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -513221.093750 Penalty: 2817.499023
	Iteration 80F: 3 clusters Score -513221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -513223.625000 Penalty: 2817.499023
	Iteration 81Q: 3 clusters Score -513223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -513225.031250 Penalty: 2817.499023
	Iteration 82Q: 3 clusters Score -513225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -513228.125000 Penalty: 2817.499023
	Iteration 83Q: 3 clusters Score -513228.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -513229.906250 Penalty: 2817.499023
	Iteration 84Q: 3 clusters Score -513229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -513232.687500 Penalty: 2817.499023
	Iteration 85Q: 3 clusters Score -513232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -513233.187500 Penalty: 2817.499023
	Iteration 86Q: 3 clusters Score -513233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -513234.250000 Penalty: 2817.499023
	Iteration 87Q: 3 clusters Score -513234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -513234.687500 Penalty: 2817.499023
	Iteration 88Q: 3 clusters Score -513234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -513234.687500 Penalty: 2817.499023
	Iteration 89F: 3 clusters Score -513234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 16273 members 
Mstep: Class 7 contains 49723 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 189517 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 171068 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 10204 members 
Mstep: Class 23 contains 21755 members 
Mstep: Class 24 contains 4897 members 
Entering Unmasked Estep 
Score: -51561624.000000 Penalty: 51736.554688
Splitting cluster 4 changes total score from -51562084.000000 to -51561624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Entering Unmasked Estep 
Score: -518884.625000 Penalty: 1409.862305
	Iteration 0F: 2 clusters Score -518884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -514385.562500 Penalty: 2819.724609
	Iteration 0F: 3 clusters Score -514385.6 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -515682.843750 Penalty: 2819.724609
	Iteration 1F: 3 clusters Score -515682.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -515907.125000 Penalty: 2819.724609
	Iteration 2F: 3 clusters Score -515907.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -516086.156250 Penalty: 2819.724609
	Iteration 3F: 3 clusters Score -516086.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -516242.593750 Penalty: 2819.724609
	Iteration 4Q: 3 clusters Score -516242.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -516381.625000 Penalty: 2819.724609
	Iteration 5Q: 3 clusters Score -516381.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -516526.843750 Penalty: 2819.724609
	Iteration 6Q: 3 clusters Score -516526.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -516676.437500 Penalty: 2819.724609
	Iteration 7Q: 3 clusters Score -516676.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -516808.500000 Penalty: 2819.724609
	Iteration 8Q: 3 clusters Score -516808.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -516946.656250 Penalty: 2819.724609
	Iteration 9Q: 3 clusters Score -516946.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -517087.312500 Penalty: 2819.724609
	Iteration 10Q: 3 clusters Score -517087.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -517232.218750 Penalty: 2819.724609
	Iteration 11Q: 3 clusters Score -517232.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -517352.000000 Penalty: 2819.724609
	Iteration 12Q: 3 clusters Score -517352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -517452.312500 Penalty: 2819.724609
	Iteration 13Q: 3 clusters Score -517452.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -517519.500000 Penalty: 2819.724609
	Iteration 14Q: 3 clusters Score -517519.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -517558.156250 Penalty: 2819.724609
	Iteration 15Q: 3 clusters Score -517558.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -517594.187500 Penalty: 2819.724609
	Iteration 16Q: 3 clusters Score -517594.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -517628.656250 Penalty: 2819.724609
	Iteration 17Q: 3 clusters Score -517628.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -517655.312500 Penalty: 2819.724609
	Iteration 18Q: 3 clusters Score -517655.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -517673.750000 Penalty: 2819.724609
	Iteration 19Q: 3 clusters Score -517673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -517689.937500 Penalty: 2819.724609
	Iteration 20F: 3 clusters Score -517689.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -517705.156250 Penalty: 2819.724609
	Iteration 21Q: 3 clusters Score -517705.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -517721.687500 Penalty: 2819.724609
	Iteration 22Q: 3 clusters Score -517721.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -517733.000000 Penalty: 2819.724609
	Iteration 23Q: 3 clusters Score -517733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -517745.125000 Penalty: 2819.724609
	Iteration 24Q: 3 clusters Score -517745.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -517760.718750 Penalty: 2819.724609
	Iteration 25Q: 3 clusters Score -517760.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -517774.343750 Penalty: 2819.724609
	Iteration 26Q: 3 clusters Score -517774.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -517787.375000 Penalty: 2819.724609
	Iteration 27Q: 3 clusters Score -517787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -517790.312500 Penalty: 2819.724609
	Iteration 28Q: 3 clusters Score -517790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -517790.312500 Penalty: 2819.724609
	Iteration 29F: 3 clusters Score -517790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Entering Unmasked Estep 
Score: -1442523.250000 Penalty: 1575.805176
	Iteration 0F: 2 clusters Score -1442523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1431381.375000 Penalty: 3151.610352
	Iteration 0F: 3 clusters Score -1431381 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1435692.000000 Penalty: 3151.610352
	Iteration 1F: 3 clusters Score -1435692 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1436443.500000 Penalty: 3151.610352
	Iteration 2F: 3 clusters Score -1436444 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1437198.250000 Penalty: 3151.610352
	Iteration 3F: 3 clusters Score -1437198 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1437914.500000 Penalty: 3151.610352
	Iteration 4F: 3 clusters Score -1437914 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1438587.125000 Penalty: 3151.610352
	Iteration 5F: 3 clusters Score -1438587 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1439195.375000 Penalty: 3151.610352
	Iteration 6F: 3 clusters Score -1439195 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1439671.250000 Penalty: 3151.610352
	Iteration 7Q: 3 clusters Score -1439671 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1439986.125000 Penalty: 3151.610352
	Iteration 8Q: 3 clusters Score -1439986 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1440188.250000 Penalty: 3151.610352
	Iteration 9Q: 3 clusters Score -1440188 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1440324.875000 Penalty: 3151.610352
	Iteration 10Q: 3 clusters Score -1440325 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1440414.625000 Penalty: 3151.610352
	Iteration 11Q: 3 clusters Score -1440415 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1440485.375000 Penalty: 3151.610352
	Iteration 12Q: 3 clusters Score -1440485 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1440543.125000 Penalty: 3151.610352
	Iteration 13Q: 3 clusters Score -1440543 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1440584.500000 Penalty: 3151.610352
	Iteration 14Q: 3 clusters Score -1440584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1440612.375000 Penalty: 3151.610352
	Iteration 15Q: 3 clusters Score -1440612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1440650.375000 Penalty: 3151.610352
	Iteration 16Q: 3 clusters Score -1440650 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1440687.500000 Penalty: 3151.610352
	Iteration 17Q: 3 clusters Score -1440688 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1440724.125000 Penalty: 3151.610352
	Iteration 18Q: 3 clusters Score -1440724 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1440750.500000 Penalty: 3151.610352
	Iteration 19Q: 3 clusters Score -1440750 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1440778.625000 Penalty: 3151.610352
	Iteration 20F: 3 clusters Score -1440779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1440801.500000 Penalty: 3151.610352
	Iteration 21Q: 3 clusters Score -1440802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1440818.875000 Penalty: 3151.610352
	Iteration 22Q: 3 clusters Score -1440819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1440839.000000 Penalty: 3151.610352
	Iteration 23Q: 3 clusters Score -1440839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1440854.125000 Penalty: 3151.610352
	Iteration 24Q: 3 clusters Score -1440854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1440876.750000 Penalty: 3151.610352
	Iteration 25Q: 3 clusters Score -1440877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1440900.375000 Penalty: 3151.610352
	Iteration 26Q: 3 clusters Score -1440900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1440921.000000 Penalty: 3151.610352
	Iteration 27Q: 3 clusters Score -1440921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1440946.500000 Penalty: 3151.610352
	Iteration 28Q: 3 clusters Score -1440946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1440962.875000 Penalty: 3151.610352
	Iteration 29Q: 3 clusters Score -1440963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1440978.625000 Penalty: 3151.610352
	Iteration 30Q: 3 clusters Score -1440979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1440998.750000 Penalty: 3151.610352
	Iteration 31Q: 3 clusters Score -1440999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1441021.375000 Penalty: 3151.610352
	Iteration 32Q: 3 clusters Score -1441021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1441028.375000 Penalty: 3151.610352
	Iteration 33Q: 3 clusters Score -1441028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1441038.375000 Penalty: 3151.610352
	Iteration 34Q: 3 clusters Score -1441038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1441042.000000 Penalty: 3151.610352
	Iteration 35Q: 3 clusters Score -1441042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1441044.625000 Penalty: 3151.610352
	Iteration 36Q: 3 clusters Score -1441045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1441046.500000 Penalty: 3151.610352
	Iteration 37Q: 3 clusters Score -1441046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1441053.250000 Penalty: 3151.610352
	Iteration 38Q: 3 clusters Score -1441053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1441054.125000 Penalty: 3151.610352
	Iteration 39Q: 3 clusters Score -1441054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1441057.250000 Penalty: 3151.610352
	Iteration 40F: 3 clusters Score -1441057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1441064.625000 Penalty: 3151.610352
	Iteration 41Q: 3 clusters Score -1441065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1441070.625000 Penalty: 3151.610352
	Iteration 42Q: 3 clusters Score -1441071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1441079.375000 Penalty: 3151.610352
	Iteration 43Q: 3 clusters Score -1441079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1441084.125000 Penalty: 3151.610352
	Iteration 44Q: 3 clusters Score -1441084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1441090.125000 Penalty: 3151.610352
	Iteration 45Q: 3 clusters Score -1441090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1441095.625000 Penalty: 3151.610352
	Iteration 46Q: 3 clusters Score -1441096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1441103.000000 Penalty: 3151.610352
	Iteration 47Q: 3 clusters Score -1441103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1441117.125000 Penalty: 3151.610352
	Iteration 48Q: 3 clusters Score -1441117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1441128.875000 Penalty: 3151.610352
	Iteration 49Q: 3 clusters Score -1441129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1441138.500000 Penalty: 3151.610352
	Iteration 50Q: 3 clusters Score -1441138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1441149.250000 Penalty: 3151.610352
	Iteration 51Q: 3 clusters Score -1441149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1441158.250000 Penalty: 3151.610352
	Iteration 52Q: 3 clusters Score -1441158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1441173.000000 Penalty: 3151.610352
	Iteration 53Q: 3 clusters Score -1441173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1441181.250000 Penalty: 3151.610352
	Iteration 54Q: 3 clusters Score -1441181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1441197.500000 Penalty: 3151.610352
	Iteration 55Q: 3 clusters Score -1441198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1441211.125000 Penalty: 3151.610352
	Iteration 56Q: 3 clusters Score -1441211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1441223.000000 Penalty: 3151.610352
	Iteration 57Q: 3 clusters Score -1441223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1441229.750000 Penalty: 3151.610352
	Iteration 58Q: 3 clusters Score -1441230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1441233.125000 Penalty: 3151.610352
	Iteration 59Q: 3 clusters Score -1441233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1441245.250000 Penalty: 3151.610352
	Iteration 60F: 3 clusters Score -1441245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1441250.625000 Penalty: 3151.610352
	Iteration 61Q: 3 clusters Score -1441251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1441255.875000 Penalty: 3151.610352
	Iteration 62Q: 3 clusters Score -1441256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1441264.500000 Penalty: 3151.610352
	Iteration 63Q: 3 clusters Score -1441264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1441270.875000 Penalty: 3151.610352
	Iteration 64Q: 3 clusters Score -1441271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1441270.125000 Penalty: 3151.610352
	Iteration 65Q: 3 clusters Score -1441270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1441273.750000 Penalty: 3151.610352
	Iteration 66Q: 3 clusters Score -1441274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1441277.375000 Penalty: 3151.610352
	Iteration 67Q: 3 clusters Score -1441277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1441278.125000 Penalty: 3151.610352
	Iteration 68Q: 3 clusters Score -1441278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1441283.625000 Penalty: 3151.610352
	Iteration 69Q: 3 clusters Score -1441284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1441285.500000 Penalty: 3151.610352
	Iteration 70Q: 3 clusters Score -1441286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1441286.125000 Penalty: 3151.610352
	Iteration 71Q: 3 clusters Score -1441286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1441287.875000 Penalty: 3151.610352
	Iteration 72Q: 3 clusters Score -1441288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1441291.000000 Penalty: 3151.610352
	Iteration 73Q: 3 clusters Score -1441291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1441291.750000 Penalty: 3151.610352
	Iteration 74Q: 3 clusters Score -1441292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1441291.250000 Penalty: 3151.610352
	Iteration 75Q: 3 clusters Score -1441291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1441292.750000 Penalty: 3151.610352
	Iteration 76Q: 3 clusters Score -1441293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1441295.250000 Penalty: 3151.610352
	Iteration 77Q: 3 clusters Score -1441295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1441297.125000 Penalty: 3151.610352
	Iteration 78Q: 3 clusters Score -1441297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1441299.500000 Penalty: 3151.610352
	Iteration 79Q: 3 clusters Score -1441300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1441301.250000 Penalty: 3151.610352
	Iteration 80F: 3 clusters Score -1441301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1441302.250000 Penalty: 3151.610352
	Iteration 81Q: 3 clusters Score -1441302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1441302.250000 Penalty: 3151.610352
	Iteration 82Q: 3 clusters Score -1441302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1441302.750000 Penalty: 3151.610352
	Iteration 83Q: 3 clusters Score -1441303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1441302.250000 Penalty: 3151.610352
	Iteration 84Q: 3 clusters Score -1441302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1441302.250000 Penalty: 3151.610352
	Iteration 85F: 3 clusters Score -1441302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Entering Unmasked Estep 
Score: -4619528.500000 Penalty: 1757.311279
	Iteration 0F: 2 clusters Score -4619528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4586266.500000 Penalty: 3514.622559
	Iteration 0F: 3 clusters Score -4586266 nChanged 23342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4599607.000000 Penalty: 3514.622559
	Iteration 1F: 3 clusters Score -4599607 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -4600117.500000 Penalty: 3514.622559
	Iteration 2Q: 3 clusters Score -4600118 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4600718.500000 Penalty: 3514.622559
	Iteration 3Q: 3 clusters Score -4600718 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4601453.000000 Penalty: 3514.622559
	Iteration 4Q: 3 clusters Score -4601453 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -4602297.500000 Penalty: 3514.622559
	Iteration 5Q: 3 clusters Score -4602298 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4603487.000000 Penalty: 3514.622559
	Iteration 6Q: 3 clusters Score -4603487 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4605090.500000 Penalty: 3514.622559
	Iteration 7F: 3 clusters Score -4605090 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4607204.500000 Penalty: 3514.622559
	Iteration 8F: 3 clusters Score -4607204 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4609450.000000 Penalty: 3514.622559
	Iteration 9F: 3 clusters Score -4609450 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -4611392.000000 Penalty: 3514.622559
	Iteration 10F: 3 clusters Score -4611392 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -4612738.500000 Penalty: 3514.622559
	Iteration 11Q: 3 clusters Score -4612738 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -4613730.000000 Penalty: 3514.622559
	Iteration 12Q: 3 clusters Score -4613730 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -4614472.500000 Penalty: 3514.622559
	Iteration 13Q: 3 clusters Score -4614472 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -4615089.500000 Penalty: 3514.622559
	Iteration 14Q: 3 clusters Score -4615090 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -4615628.500000 Penalty: 3514.622559
	Iteration 15Q: 3 clusters Score -4615628 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -4616054.000000 Penalty: 3514.622559
	Iteration 16Q: 3 clusters Score -4616054 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -4616464.500000 Penalty: 3514.622559
	Iteration 17Q: 3 clusters Score -4616464 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -4616857.000000 Penalty: 3514.622559
	Iteration 18Q: 3 clusters Score -4616857 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -4617218.000000 Penalty: 3514.622559
	Iteration 19Q: 3 clusters Score -4617218 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -4617468.000000 Penalty: 3514.622559
	Iteration 20F: 3 clusters Score -4617468 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -4617621.500000 Penalty: 3514.622559
	Iteration 21Q: 3 clusters Score -4617622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -4617727.500000 Penalty: 3514.622559
	Iteration 22Q: 3 clusters Score -4617728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -4617807.000000 Penalty: 3514.622559
	Iteration 23Q: 3 clusters Score -4617807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -4617846.500000 Penalty: 3514.622559
	Iteration 24Q: 3 clusters Score -4617846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -4617878.000000 Penalty: 3514.622559
	Iteration 25Q: 3 clusters Score -4617878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -4617913.500000 Penalty: 3514.622559
	Iteration 26Q: 3 clusters Score -4617914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -4617944.000000 Penalty: 3514.622559
	Iteration 27Q: 3 clusters Score -4617944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -4617950.500000 Penalty: 3514.622559
	Iteration 28Q: 3 clusters Score -4617950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -4617957.000000 Penalty: 3514.622559
	Iteration 29Q: 3 clusters Score -4617957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -4617973.500000 Penalty: 3514.622559
	Iteration 30Q: 3 clusters Score -4617974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -4617989.000000 Penalty: 3514.622559
	Iteration 31Q: 3 clusters Score -4617989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -4617993.500000 Penalty: 3514.622559
	Iteration 32Q: 3 clusters Score -4617994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -4618001.000000 Penalty: 3514.622559
	Iteration 33Q: 3 clusters Score -4618001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -4618003.000000 Penalty: 3514.622559
	Iteration 34Q: 3 clusters Score -4618003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -4618011.000000 Penalty: 3514.622559
	Iteration 35Q: 3 clusters Score -4618011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -4618014.500000 Penalty: 3514.622559
	Iteration 36Q: 3 clusters Score -4618014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -4618025.000000 Penalty: 3514.622559
	Iteration 37Q: 3 clusters Score -4618025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -4618037.500000 Penalty: 3514.622559
	Iteration 38Q: 3 clusters Score -4618038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -4618039.500000 Penalty: 3514.622559
	Iteration 39Q: 3 clusters Score -4618040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -4618045.500000 Penalty: 3514.622559
	Iteration 40F: 3 clusters Score -4618046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -4618041.500000 Penalty: 3514.622559
	Iteration 41Q: 3 clusters Score -4618042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -4618046.500000 Penalty: 3514.622559
	Iteration 42Q: 3 clusters Score -4618046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -4618046.000000 Penalty: 3514.622559
	Iteration 43Q: 3 clusters Score -4618046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -4618046.000000 Penalty: 3514.622559
	Iteration 44Q: 3 clusters Score -4618046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -4618046.000000 Penalty: 3514.622559
	Iteration 45F: 3 clusters Score -4618046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -159652.578125 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -159652.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -157739.343750 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -157739.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -158115.390625 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -158115.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -158212.328125 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -158212.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -158266.796875 Penalty: 2429.300781
	Iteration 3Q: 3 clusters Score -158266.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -158295.140625 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -158295.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -158315.984375 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -158316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -158333.796875 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -158333.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -158347.937500 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -158347.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -158361.343750 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -158361.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -158370.203125 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -158370.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -158381.640625 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -158381.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -158387.203125 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -158387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158388.812500 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -158388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158389.593750 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -158389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -158390.218750 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -158390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158390.968750 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -158391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -158391.984375 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -158392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158396.171875 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -158396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158402.109375 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -158402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158405.109375 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -158405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -158407.187500 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -158407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -158409.625000 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -158409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -158410.359375 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -158410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158411.250000 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -158411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158411.250000 Penalty: 2429.300781
	Iteration 24F: 3 clusters Score -158411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -401565.625000 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -401565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -397951.000000 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -397951 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -398918.125000 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -398918.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -399104.093750 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -399104.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -399245.062500 Penalty: 2728.089355
	Iteration 3F: 3 clusters Score -399245.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -399337.031250 Penalty: 2728.089355
	Iteration 4Q: 3 clusters Score -399337 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -399424.187500 Penalty: 2728.089355
	Iteration 5Q: 3 clusters Score -399424.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399493.468750 Penalty: 2728.089355
	Iteration 6Q: 3 clusters Score -399493.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -399551.625000 Penalty: 2728.089355
	Iteration 7Q: 3 clusters Score -399551.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -399620.625000 Penalty: 2728.089355
	Iteration 8Q: 3 clusters Score -399620.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -399702.968750 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -399703 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -399773.250000 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -399773.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -399850.093750 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -399850.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -399912.843750 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -399912.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -399978.437500 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -399978.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -400032.406250 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -400032.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -400071.312500 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -400071.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -400110.375000 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -400110.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -400145.843750 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -400145.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -400172.812500 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -400172.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -400197.250000 Penalty: 2728.089355
	Iteration 19Q: 3 clusters Score -400197.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -400223.312500 Penalty: 2728.089355
	Iteration 20F: 3 clusters Score -400223.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -400247.687500 Penalty: 2728.089355
	Iteration 21Q: 3 clusters Score -400247.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -400275.750000 Penalty: 2728.089355
	Iteration 22Q: 3 clusters Score -400275.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -400296.750000 Penalty: 2728.089355
	Iteration 23Q: 3 clusters Score -400296.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -400309.906250 Penalty: 2728.089355
	Iteration 24Q: 3 clusters Score -400309.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -400320.000000 Penalty: 2728.089355
	Iteration 25Q: 3 clusters Score -400320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -400327.250000 Penalty: 2728.089355
	Iteration 26Q: 3 clusters Score -400327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -400331.906250 Penalty: 2728.089355
	Iteration 27Q: 3 clusters Score -400331.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -400336.000000 Penalty: 2728.089355
	Iteration 28Q: 3 clusters Score -400336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -400338.875000 Penalty: 2728.089355
	Iteration 29Q: 3 clusters Score -400338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -400341.281250 Penalty: 2728.089355
	Iteration 30Q: 3 clusters Score -400341.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -400348.218750 Penalty: 2728.089355
	Iteration 31Q: 3 clusters Score -400348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -400351.281250 Penalty: 2728.089355
	Iteration 32Q: 3 clusters Score -400351.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -400353.062500 Penalty: 2728.089355
	Iteration 33Q: 3 clusters Score -400353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -400355.593750 Penalty: 2728.089355
	Iteration 34Q: 3 clusters Score -400355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -400355.437500 Penalty: 2728.089355
	Iteration 35Q: 3 clusters Score -400355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -400355.437500 Penalty: 2728.089355
	Iteration 36F: 3 clusters Score -400355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -206225.109375 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -206225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -203880.265625 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -203880.3 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -204639.390625 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -204639.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -204966.859375 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -204966.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -205451.109375 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -205451.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -206157.468750 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -206157.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -206607.937500 Penalty: 2554.183838
	Iteration 5F: 3 clusters Score -206607.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -206833.843750 Penalty: 2554.183838
	Iteration 6F: 3 clusters Score -206833.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -206927.734375 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -206927.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -206966.234375 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -206966.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206994.250000 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -206994.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207005.171875 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -207005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -207009.906250 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -207009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -207014.859375 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -207014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -207017.703125 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -207017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -207020.281250 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -207020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -207023.468750 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -207023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -207024.281250 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -207024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -207025.015625 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -207025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -207025.328125 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -207025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -207025.328125 Penalty: 2554.183838
	Iteration 19F: 3 clusters Score -207025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 16273 members 
Mstep: Class 7 contains 49723 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 189517 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 171068 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 10204 members 
Mstep: Class 23 contains 21755 members 
Mstep: Class 24 contains 963 members 
Entering Unmasked Estep 
Score: -51562064.000000 Penalty: 51736.554688
Splitting cluster 10 changes total score from -51562084.000000 to -51562064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -309699.437500 Penalty: 1313.991699
	Iteration 0F: 2 clusters Score -309699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -306782.937500 Penalty: 2627.983398
	Iteration 0F: 3 clusters Score -306782.9 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -307484.500000 Penalty: 2627.983398
	Iteration 1F: 3 clusters Score -307484.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -307597.000000 Penalty: 2627.983398
	Iteration 2F: 3 clusters Score -307597 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -307673.500000 Penalty: 2627.983398
	Iteration 3Q: 3 clusters Score -307673.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -307737.375000 Penalty: 2627.983398
	Iteration 4Q: 3 clusters Score -307737.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -307795.343750 Penalty: 2627.983398
	Iteration 5Q: 3 clusters Score -307795.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -307874.906250 Penalty: 2627.983398
	Iteration 6Q: 3 clusters Score -307874.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -307944.406250 Penalty: 2627.983398
	Iteration 7Q: 3 clusters Score -307944.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -308003.843750 Penalty: 2627.983398
	Iteration 8Q: 3 clusters Score -308003.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -308053.906250 Penalty: 2627.983398
	Iteration 9Q: 3 clusters Score -308053.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -308100.468750 Penalty: 2627.983398
	Iteration 10Q: 3 clusters Score -308100.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -308154.281250 Penalty: 2627.983398
	Iteration 11Q: 3 clusters Score -308154.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -308204.812500 Penalty: 2627.983398
	Iteration 12Q: 3 clusters Score -308204.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -308241.062500 Penalty: 2627.983398
	Iteration 13Q: 3 clusters Score -308241.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -308277.156250 Penalty: 2627.983398
	Iteration 14Q: 3 clusters Score -308277.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -308323.937500 Penalty: 2627.983398
	Iteration 15Q: 3 clusters Score -308323.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -308363.812500 Penalty: 2627.983398
	Iteration 16Q: 3 clusters Score -308363.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -308384.437500 Penalty: 2627.983398
	Iteration 17Q: 3 clusters Score -308384.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -308397.875000 Penalty: 2627.983398
	Iteration 18Q: 3 clusters Score -308397.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -308411.281250 Penalty: 2627.983398
	Iteration 19Q: 3 clusters Score -308411.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -308419.531250 Penalty: 2627.983398
	Iteration 20F: 3 clusters Score -308419.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -308427.125000 Penalty: 2627.983398
	Iteration 21Q: 3 clusters Score -308427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -308434.125000 Penalty: 2627.983398
	Iteration 22Q: 3 clusters Score -308434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -308445.093750 Penalty: 2627.983398
	Iteration 23Q: 3 clusters Score -308445.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -308455.625000 Penalty: 2627.983398
	Iteration 24Q: 3 clusters Score -308455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -308461.875000 Penalty: 2627.983398
	Iteration 25Q: 3 clusters Score -308461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -308468.125000 Penalty: 2627.983398
	Iteration 26Q: 3 clusters Score -308468.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -308477.843750 Penalty: 2627.983398
	Iteration 27Q: 3 clusters Score -308477.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -308484.593750 Penalty: 2627.983398
	Iteration 28Q: 3 clusters Score -308484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -308486.625000 Penalty: 2627.983398
	Iteration 29Q: 3 clusters Score -308486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -308487.500000 Penalty: 2627.983398
	Iteration 30Q: 3 clusters Score -308487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -308487.500000 Penalty: 2627.983398
	Iteration 31F: 3 clusters Score -308487.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Entering Unmasked Estep 
Score: -849972.562500 Penalty: 1479.595337
	Iteration 0F: 2 clusters Score -849972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -843437.875000 Penalty: 2959.190674
	Iteration 0F: 3 clusters Score -843437.9 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -845605.437500 Penalty: 2959.190674
	Iteration 1F: 3 clusters Score -845605.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -845878.437500 Penalty: 2959.190674
	Iteration 2F: 3 clusters Score -845878.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -846095.187500 Penalty: 2959.190674
	Iteration 3F: 3 clusters Score -846095.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -846297.250000 Penalty: 2959.190674
	Iteration 4Q: 3 clusters Score -846297.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -846484.312500 Penalty: 2959.190674
	Iteration 5Q: 3 clusters Score -846484.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -846686.750000 Penalty: 2959.190674
	Iteration 6Q: 3 clusters Score -846686.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -846877.312500 Penalty: 2959.190674
	Iteration 7Q: 3 clusters Score -846877.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -847090.000000 Penalty: 2959.190674
	Iteration 8Q: 3 clusters Score -847090 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -847306.625000 Penalty: 2959.190674
	Iteration 9Q: 3 clusters Score -847306.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -847519.437500 Penalty: 2959.190674
	Iteration 10Q: 3 clusters Score -847519.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -847712.375000 Penalty: 2959.190674
	Iteration 11Q: 3 clusters Score -847712.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -847885.625000 Penalty: 2959.190674
	Iteration 12Q: 3 clusters Score -847885.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -848003.687500 Penalty: 2959.190674
	Iteration 13Q: 3 clusters Score -848003.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -848078.937500 Penalty: 2959.190674
	Iteration 14Q: 3 clusters Score -848078.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -848124.125000 Penalty: 2959.190674
	Iteration 15Q: 3 clusters Score -848124.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -848152.562500 Penalty: 2959.190674
	Iteration 16Q: 3 clusters Score -848152.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -848172.500000 Penalty: 2959.190674
	Iteration 17Q: 3 clusters Score -848172.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -848191.062500 Penalty: 2959.190674
	Iteration 18Q: 3 clusters Score -848191.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -848202.562500 Penalty: 2959.190674
	Iteration 19Q: 3 clusters Score -848202.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -848216.937500 Penalty: 2959.190674
	Iteration 20F: 3 clusters Score -848216.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -848236.812500 Penalty: 2959.190674
	Iteration 21Q: 3 clusters Score -848236.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -848257.250000 Penalty: 2959.190674
	Iteration 22Q: 3 clusters Score -848257.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -848288.000000 Penalty: 2959.190674
	Iteration 23Q: 3 clusters Score -848288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -848315.687500 Penalty: 2959.190674
	Iteration 24Q: 3 clusters Score -848315.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -848343.125000 Penalty: 2959.190674
	Iteration 25Q: 3 clusters Score -848343.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -848381.375000 Penalty: 2959.190674
	Iteration 26Q: 3 clusters Score -848381.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -848425.750000 Penalty: 2959.190674
	Iteration 27Q: 3 clusters Score -848425.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -848458.187500 Penalty: 2959.190674
	Iteration 28Q: 3 clusters Score -848458.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -848487.000000 Penalty: 2959.190674
	Iteration 29Q: 3 clusters Score -848487 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -848511.312500 Penalty: 2959.190674
	Iteration 30Q: 3 clusters Score -848511.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -848535.687500 Penalty: 2959.190674
	Iteration 31Q: 3 clusters Score -848535.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -848567.250000 Penalty: 2959.190674
	Iteration 32Q: 3 clusters Score -848567.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -848607.375000 Penalty: 2959.190674
	Iteration 33Q: 3 clusters Score -848607.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -848651.750000 Penalty: 2959.190674
	Iteration 34Q: 3 clusters Score -848651.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -848683.937500 Penalty: 2959.190674
	Iteration 35Q: 3 clusters Score -848683.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -848710.187500 Penalty: 2959.190674
	Iteration 36Q: 3 clusters Score -848710.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -848726.500000 Penalty: 2959.190674
	Iteration 37Q: 3 clusters Score -848726.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -848738.125000 Penalty: 2959.190674
	Iteration 38Q: 3 clusters Score -848738.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -848753.562500 Penalty: 2959.190674
	Iteration 39Q: 3 clusters Score -848753.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -848762.562500 Penalty: 2959.190674
	Iteration 40F: 3 clusters Score -848762.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -848774.000000 Penalty: 2959.190674
	Iteration 41Q: 3 clusters Score -848774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -848779.750000 Penalty: 2959.190674
	Iteration 42Q: 3 clusters Score -848779.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -848784.750000 Penalty: 2959.190674
	Iteration 43Q: 3 clusters Score -848784.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -848788.750000 Penalty: 2959.190674
	Iteration 44Q: 3 clusters Score -848788.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -848791.562500 Penalty: 2959.190674
	Iteration 45Q: 3 clusters Score -848791.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -848793.750000 Penalty: 2959.190674
	Iteration 46Q: 3 clusters Score -848793.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -848798.375000 Penalty: 2959.190674
	Iteration 47Q: 3 clusters Score -848798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -848808.187500 Penalty: 2959.190674
	Iteration 48Q: 3 clusters Score -848808.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -848810.687500 Penalty: 2959.190674
	Iteration 49Q: 3 clusters Score -848810.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -848813.687500 Penalty: 2959.190674
	Iteration 50Q: 3 clusters Score -848813.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -848819.562500 Penalty: 2959.190674
	Iteration 51Q: 3 clusters Score -848819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -848820.687500 Penalty: 2959.190674
	Iteration 52Q: 3 clusters Score -848820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -848822.687500 Penalty: 2959.190674
	Iteration 53Q: 3 clusters Score -848822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -848823.750000 Penalty: 2959.190674
	Iteration 54Q: 3 clusters Score -848823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -848824.937500 Penalty: 2959.190674
	Iteration 55Q: 3 clusters Score -848824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -848829.375000 Penalty: 2959.190674
	Iteration 56Q: 3 clusters Score -848829.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -848831.500000 Penalty: 2959.190674
	Iteration 57Q: 3 clusters Score -848831.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -848834.687500 Penalty: 2959.190674
	Iteration 58Q: 3 clusters Score -848834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -848833.375000 Penalty: 2959.190674
	Iteration 59Q: 3 clusters Score -848833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -848834.125000 Penalty: 2959.190674
	Iteration 60F: 3 clusters Score -848834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -848837.875000 Penalty: 2959.190674
	Iteration 61Q: 3 clusters Score -848837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -848838.937500 Penalty: 2959.190674
	Iteration 62Q: 3 clusters Score -848838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -848839.125000 Penalty: 2959.190674
	Iteration 63Q: 3 clusters Score -848839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -848841.062500 Penalty: 2959.190674
	Iteration 64Q: 3 clusters Score -848841.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -848841.687500 Penalty: 2959.190674
	Iteration 65Q: 3 clusters Score -848841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -848842.250000 Penalty: 2959.190674
	Iteration 66Q: 3 clusters Score -848842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -848843.562500 Penalty: 2959.190674
	Iteration 67Q: 3 clusters Score -848843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -848843.562500 Penalty: 2959.190674
	Iteration 68F: 3 clusters Score -848843.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Entering Unmasked Estep 
Score: -417135.625000 Penalty: 1374.403442
	Iteration 0F: 2 clusters Score -417135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -413332.187500 Penalty: 2748.806885
	Iteration 0F: 3 clusters Score -413332.2 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -414349.500000 Penalty: 2748.806885
	Iteration 1F: 3 clusters Score -414349.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -414687.781250 Penalty: 2748.806885
	Iteration 2F: 3 clusters Score -414687.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -415074.656250 Penalty: 2748.806885
	Iteration 3F: 3 clusters Score -415074.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -415467.906250 Penalty: 2748.806885
	Iteration 4F: 3 clusters Score -415467.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -415830.656250 Penalty: 2748.806885
	Iteration 5F: 3 clusters Score -415830.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -416204.875000 Penalty: 2748.806885
	Iteration 6F: 3 clusters Score -416204.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -416436.406250 Penalty: 2748.806885
	Iteration 7F: 3 clusters Score -416436.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -416588.812500 Penalty: 2748.806885
	Iteration 8Q: 3 clusters Score -416588.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -416709.406250 Penalty: 2748.806885
	Iteration 9Q: 3 clusters Score -416709.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -416778.468750 Penalty: 2748.806885
	Iteration 10Q: 3 clusters Score -416778.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -416817.218750 Penalty: 2748.806885
	Iteration 11Q: 3 clusters Score -416817.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -416845.968750 Penalty: 2748.806885
	Iteration 12Q: 3 clusters Score -416846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -416879.093750 Penalty: 2748.806885
	Iteration 13Q: 3 clusters Score -416879.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -416904.156250 Penalty: 2748.806885
	Iteration 14Q: 3 clusters Score -416904.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -416919.906250 Penalty: 2748.806885
	Iteration 15Q: 3 clusters Score -416919.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -416934.343750 Penalty: 2748.806885
	Iteration 16Q: 3 clusters Score -416934.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -416952.093750 Penalty: 2748.806885
	Iteration 17Q: 3 clusters Score -416952.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -416966.062500 Penalty: 2748.806885
	Iteration 18Q: 3 clusters Score -416966.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -416975.000000 Penalty: 2748.806885
	Iteration 19Q: 3 clusters Score -416975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -416983.218750 Penalty: 2748.806885
	Iteration 20F: 3 clusters Score -416983.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -416990.437500 Penalty: 2748.806885
	Iteration 21Q: 3 clusters Score -416990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -416993.281250 Penalty: 2748.806885
	Iteration 22Q: 3 clusters Score -416993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -416996.937500 Penalty: 2748.806885
	Iteration 23Q: 3 clusters Score -416996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -417001.687500 Penalty: 2748.806885
	Iteration 24Q: 3 clusters Score -417001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -417002.656250 Penalty: 2748.806885
	Iteration 25Q: 3 clusters Score -417002.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -417005.281250 Penalty: 2748.806885
	Iteration 26Q: 3 clusters Score -417005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -417007.375000 Penalty: 2748.806885
	Iteration 27Q: 3 clusters Score -417007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -417010.968750 Penalty: 2748.806885
	Iteration 28Q: 3 clusters Score -417011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -417012.312500 Penalty: 2748.806885
	Iteration 29Q: 3 clusters Score -417012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -417013.406250 Penalty: 2748.806885
	Iteration 30Q: 3 clusters Score -417013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -417015.281250 Penalty: 2748.806885
	Iteration 31Q: 3 clusters Score -417015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -417016.750000 Penalty: 2748.806885
	Iteration 32Q: 3 clusters Score -417016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -417016.750000 Penalty: 2748.806885
	Iteration 33F: 3 clusters Score -417016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -422255.843750 Penalty: 1377.748535
	Iteration 0F: 2 clusters Score -422255.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -418398.406250 Penalty: 2755.497070
	Iteration 0F: 3 clusters Score -418398.4 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -419395.343750 Penalty: 2755.497070
	Iteration 1F: 3 clusters Score -419395.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -419546.156250 Penalty: 2755.497070
	Iteration 2F: 3 clusters Score -419546.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -419656.500000 Penalty: 2755.497070
	Iteration 3Q: 3 clusters Score -419656.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -419744.531250 Penalty: 2755.497070
	Iteration 4Q: 3 clusters Score -419744.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -419824.843750 Penalty: 2755.497070
	Iteration 5Q: 3 clusters Score -419824.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -419904.531250 Penalty: 2755.497070
	Iteration 6Q: 3 clusters Score -419904.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -419986.125000 Penalty: 2755.497070
	Iteration 7Q: 3 clusters Score -419986.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -420053.062500 Penalty: 2755.497070
	Iteration 8Q: 3 clusters Score -420053.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -420102.281250 Penalty: 2755.497070
	Iteration 9Q: 3 clusters Score -420102.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -420159.406250 Penalty: 2755.497070
	Iteration 10Q: 3 clusters Score -420159.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -420231.531250 Penalty: 2755.497070
	Iteration 11Q: 3 clusters Score -420231.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -420325.906250 Penalty: 2755.497070
	Iteration 12Q: 3 clusters Score -420325.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -420415.406250 Penalty: 2755.497070
	Iteration 13Q: 3 clusters Score -420415.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -420513.937500 Penalty: 2755.497070
	Iteration 14Q: 3 clusters Score -420513.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -420617.875000 Penalty: 2755.497070
	Iteration 15Q: 3 clusters Score -420617.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -420708.781250 Penalty: 2755.497070
	Iteration 16Q: 3 clusters Score -420708.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -420800.718750 Penalty: 2755.497070
	Iteration 17Q: 3 clusters Score -420800.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -420874.218750 Penalty: 2755.497070
	Iteration 18Q: 3 clusters Score -420874.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -420929.531250 Penalty: 2755.497070
	Iteration 19Q: 3 clusters Score -420929.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -420969.687500 Penalty: 2755.497070
	Iteration 20F: 3 clusters Score -420969.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -420999.437500 Penalty: 2755.497070
	Iteration 21Q: 3 clusters Score -420999.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -421016.812500 Penalty: 2755.497070
	Iteration 22Q: 3 clusters Score -421016.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -421029.062500 Penalty: 2755.497070
	Iteration 23Q: 3 clusters Score -421029.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -421036.062500 Penalty: 2755.497070
	Iteration 24Q: 3 clusters Score -421036.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -421041.875000 Penalty: 2755.497070
	Iteration 25Q: 3 clusters Score -421041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -421047.625000 Penalty: 2755.497070
	Iteration 26Q: 3 clusters Score -421047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -421054.718750 Penalty: 2755.497070
	Iteration 27Q: 3 clusters Score -421054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -421058.656250 Penalty: 2755.497070
	Iteration 28Q: 3 clusters Score -421058.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -421061.781250 Penalty: 2755.497070
	Iteration 29Q: 3 clusters Score -421061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -421063.687500 Penalty: 2755.497070
	Iteration 30Q: 3 clusters Score -421063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -421063.968750 Penalty: 2755.497070
	Iteration 31Q: 3 clusters Score -421064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -421066.781250 Penalty: 2755.497070
	Iteration 32Q: 3 clusters Score -421066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -421069.187500 Penalty: 2755.497070
	Iteration 33Q: 3 clusters Score -421069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -421071.000000 Penalty: 2755.497070
	Iteration 34Q: 3 clusters Score -421071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -421071.343750 Penalty: 2755.497070
	Iteration 35Q: 3 clusters Score -421071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -421072.218750 Penalty: 2755.497070
	Iteration 36Q: 3 clusters Score -421072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -421073.343750 Penalty: 2755.497070
	Iteration 37Q: 3 clusters Score -421073.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -421073.468750 Penalty: 2755.497070
	Iteration 38Q: 3 clusters Score -421073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -421073.468750 Penalty: 2755.497070
	Iteration 39F: 3 clusters Score -421073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (189517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189517 members 
Entering Unmasked Estep 
Score: -17777454.000000 Penalty: 1974.738037
	Iteration 0F: 2 clusters Score -1.777745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -17650396.000000 Penalty: 3949.476074
	Iteration 0F: 3 clusters Score -1.76504e+07 nChanged 91807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -17704422.000000 Penalty: 3949.476074
	Iteration 1F: 3 clusters Score -1.770442e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -17705236.000000 Penalty: 3949.476074
	Iteration 2Q: 3 clusters Score -1.770524e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -17706466.000000 Penalty: 3949.476074
	Iteration 3Q: 3 clusters Score -1.770647e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -17708196.000000 Penalty: 3949.476074
	Iteration 4Q: 3 clusters Score -1.77082e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -17710938.000000 Penalty: 3949.476074
	Iteration 5Q: 3 clusters Score -1.771094e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -17715066.000000 Penalty: 3949.476074
	Iteration 6Q: 3 clusters Score -1.771507e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 88598 members 
Entering Unmasked Estep 
Score: -17721148.000000 Penalty: 3949.476074
	Iteration 7F: 3 clusters Score -1.772115e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -17729568.000000 Penalty: 3949.476074
	Iteration 8F: 3 clusters Score -1.772957e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -17738470.000000 Penalty: 3949.476074
	Iteration 9F: 3 clusters Score -1.773847e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -17743906.000000 Penalty: 3949.476074
	Iteration 10F: 3 clusters Score -1.774391e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -17745808.000000 Penalty: 3949.476074
	Iteration 11Q: 3 clusters Score -1.774581e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113733 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -17746682.000000 Penalty: 3949.476074
	Iteration 12Q: 3 clusters Score -1.774668e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -17747350.000000 Penalty: 3949.476074
	Iteration 13Q: 3 clusters Score -1.774735e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -17748124.000000 Penalty: 3949.476074
	Iteration 14Q: 3 clusters Score -1.774812e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121276 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -17748968.000000 Penalty: 3949.476074
	Iteration 15Q: 3 clusters Score -1.774897e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124282 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -17749938.000000 Penalty: 3949.476074
	Iteration 16Q: 3 clusters Score -1.774994e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127440 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -17750918.000000 Penalty: 3949.476074
	Iteration 17Q: 3 clusters Score -1.775092e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -17752228.000000 Penalty: 3949.476074
	Iteration 18Q: 3 clusters Score -1.775223e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134407 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -17753552.000000 Penalty: 3949.476074
	Iteration 19Q: 3 clusters Score -1.775355e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138042 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -17755104.000000 Penalty: 3949.476074
	Iteration 20F: 3 clusters Score -1.77551e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141773 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -17756692.000000 Penalty: 3949.476074
	Iteration 21Q: 3 clusters Score -1.775669e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145435 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -17758414.000000 Penalty: 3949.476074
	Iteration 22Q: 3 clusters Score -1.775841e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149139 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -17760210.000000 Penalty: 3949.476074
	Iteration 23Q: 3 clusters Score -1.776021e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -17761894.000000 Penalty: 3949.476074
	Iteration 24Q: 3 clusters Score -1.776189e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156111 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -17763564.000000 Penalty: 3949.476074
	Iteration 25Q: 3 clusters Score -1.776356e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -17765074.000000 Penalty: 3949.476074
	Iteration 26Q: 3 clusters Score -1.776507e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -17766496.000000 Penalty: 3949.476074
	Iteration 27Q: 3 clusters Score -1.77665e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -17768050.000000 Penalty: 3949.476074
	Iteration 28Q: 3 clusters Score -1.776805e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168121 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -17769350.000000 Penalty: 3949.476074
	Iteration 29Q: 3 clusters Score -1.776935e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170505 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -17770480.000000 Penalty: 3949.476074
	Iteration 30Q: 3 clusters Score -1.777048e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172628 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -17771586.000000 Penalty: 3949.476074
	Iteration 31Q: 3 clusters Score -1.777159e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174454 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -17772544.000000 Penalty: 3949.476074
	Iteration 32Q: 3 clusters Score -1.777254e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176032 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -17773380.000000 Penalty: 3949.476074
	Iteration 33Q: 3 clusters Score -1.777338e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177323 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -17774284.000000 Penalty: 3949.476074
	Iteration 34Q: 3 clusters Score -1.777428e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -17775062.000000 Penalty: 3949.476074
	Iteration 35Q: 3 clusters Score -1.777506e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179305 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -17775638.000000 Penalty: 3949.476074
	Iteration 36Q: 3 clusters Score -1.777564e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179926 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -17776026.000000 Penalty: 3949.476074
	Iteration 37Q: 3 clusters Score -1.777603e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180398 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -17776324.000000 Penalty: 3949.476074
	Iteration 38Q: 3 clusters Score -1.777632e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180746 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -17776480.000000 Penalty: 3949.476074
	Iteration 39Q: 3 clusters Score -1.777648e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181027 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -17776660.000000 Penalty: 3949.476074
	Iteration 40F: 3 clusters Score -1.777666e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181271 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -17776744.000000 Penalty: 3949.476074
	Iteration 41Q: 3 clusters Score -1.777674e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181495 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -17776800.000000 Penalty: 3949.476074
	Iteration 42Q: 3 clusters Score -1.77768e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181684 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -17776826.000000 Penalty: 3949.476074
	Iteration 43Q: 3 clusters Score -1.777683e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181817 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -17776854.000000 Penalty: 3949.476074
	Iteration 44Q: 3 clusters Score -1.777685e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181930 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -17776862.000000 Penalty: 3949.476074
	Iteration 45Q: 3 clusters Score -1.777686e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182026 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -17776900.000000 Penalty: 3949.476074
	Iteration 46Q: 3 clusters Score -1.77769e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182104 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -17776926.000000 Penalty: 3949.476074
	Iteration 47Q: 3 clusters Score -1.777693e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182157 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -17776940.000000 Penalty: 3949.476074
	Iteration 48Q: 3 clusters Score -1.777694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182198 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -17776946.000000 Penalty: 3949.476074
	Iteration 49Q: 3 clusters Score -1.777695e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182243 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -17776942.000000 Penalty: 3949.476074
	Iteration 50Q: 3 clusters Score -1.777694e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -17776944.000000 Penalty: 3949.476074
	Iteration 51Q: 3 clusters Score -1.777694e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182339 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -17776950.000000 Penalty: 3949.476074
	Iteration 52Q: 3 clusters Score -1.777695e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182383 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -17776942.000000 Penalty: 3949.476074
	Iteration 53Q: 3 clusters Score -1.777694e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182418 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -17776954.000000 Penalty: 3949.476074
	Iteration 54Q: 3 clusters Score -1.777695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182442 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -17776956.000000 Penalty: 3949.476074
	Iteration 55Q: 3 clusters Score -1.777696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182457 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -17776956.000000 Penalty: 3949.476074
	Iteration 56Q: 3 clusters Score -1.777696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182470 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -17776948.000000 Penalty: 3949.476074
	Iteration 57Q: 3 clusters Score -1.777695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182481 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -17776950.000000 Penalty: 3949.476074
	Iteration 58Q: 3 clusters Score -1.777695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182497 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -17776962.000000 Penalty: 3949.476074
	Iteration 59Q: 3 clusters Score -1.777696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182512 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -17776976.000000 Penalty: 3949.476074
	Iteration 60F: 3 clusters Score -1.777698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182523 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -17776972.000000 Penalty: 3949.476074
	Iteration 61Q: 3 clusters Score -1.777697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182539 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -17776966.000000 Penalty: 3949.476074
	Iteration 62Q: 3 clusters Score -1.777697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182553 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -17776960.000000 Penalty: 3949.476074
	Iteration 63Q: 3 clusters Score -1.777696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182567 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -17776968.000000 Penalty: 3949.476074
	Iteration 64Q: 3 clusters Score -1.777697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182583 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -17776948.000000 Penalty: 3949.476074
	Iteration 65Q: 3 clusters Score -1.777695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182594 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -17776942.000000 Penalty: 3949.476074
	Iteration 66Q: 3 clusters Score -1.777694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182607 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -17776948.000000 Penalty: 3949.476074
	Iteration 67Q: 3 clusters Score -1.777695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -17776944.000000 Penalty: 3949.476074
	Iteration 68Q: 3 clusters Score -1.777694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182623 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -17776942.000000 Penalty: 3949.476074
	Iteration 69Q: 3 clusters Score -1.777694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182633 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -17776942.000000 Penalty: 3949.476074
	Iteration 70Q: 3 clusters Score -1.777694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182639 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -17776958.000000 Penalty: 3949.476074
	Iteration 71Q: 3 clusters Score -1.777696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182647 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -17776960.000000 Penalty: 3949.476074
	Iteration 72Q: 3 clusters Score -1.777696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182652 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -17776970.000000 Penalty: 3949.476074
	Iteration 73Q: 3 clusters Score -1.777697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182657 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -17776964.000000 Penalty: 3949.476074
	Iteration 74Q: 3 clusters Score -1.777696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182662 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -17776966.000000 Penalty: 3949.476074
	Iteration 75Q: 3 clusters Score -1.777697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182665 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -17776974.000000 Penalty: 3949.476074
	Iteration 76Q: 3 clusters Score -1.777697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182666 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -17776964.000000 Penalty: 3949.476074
	Iteration 77Q: 3 clusters Score -1.777696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182666 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -17776964.000000 Penalty: 3949.476074
	Iteration 78F: 3 clusters Score -1.777696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Entering Unmasked Estep 
Score: -1163515.125000 Penalty: 1530.531372
	Iteration 0F: 2 clusters Score -1163515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1154883.375000 Penalty: 3061.062744
	Iteration 0F: 3 clusters Score -1154883 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1157804.500000 Penalty: 3061.062744
	Iteration 1F: 3 clusters Score -1157804 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1158093.000000 Penalty: 3061.062744
	Iteration 2F: 3 clusters Score -1158093 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1158351.250000 Penalty: 3061.062744
	Iteration 3Q: 3 clusters Score -1158351 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1158614.875000 Penalty: 3061.062744
	Iteration 4Q: 3 clusters Score -1158615 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1158893.750000 Penalty: 3061.062744
	Iteration 5Q: 3 clusters Score -1158894 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1159247.500000 Penalty: 3061.062744
	Iteration 6Q: 3 clusters Score -1159248 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1159631.750000 Penalty: 3061.062744
	Iteration 7F: 3 clusters Score -1159632 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1160045.375000 Penalty: 3061.062744
	Iteration 8Q: 3 clusters Score -1160045 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1160462.500000 Penalty: 3061.062744
	Iteration 9Q: 3 clusters Score -1160462 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1160860.625000 Penalty: 3061.062744
	Iteration 10Q: 3 clusters Score -1160861 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1161211.250000 Penalty: 3061.062744
	Iteration 11Q: 3 clusters Score -1161211 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1161497.375000 Penalty: 3061.062744
	Iteration 12Q: 3 clusters Score -1161497 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1161693.750000 Penalty: 3061.062744
	Iteration 13Q: 3 clusters Score -1161694 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1161828.000000 Penalty: 3061.062744
	Iteration 14Q: 3 clusters Score -1161828 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1161913.375000 Penalty: 3061.062744
	Iteration 15Q: 3 clusters Score -1161913 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1161977.125000 Penalty: 3061.062744
	Iteration 16Q: 3 clusters Score -1161977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1162016.750000 Penalty: 3061.062744
	Iteration 17Q: 3 clusters Score -1162017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1162041.125000 Penalty: 3061.062744
	Iteration 18Q: 3 clusters Score -1162041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1162060.750000 Penalty: 3061.062744
	Iteration 19Q: 3 clusters Score -1162061 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1162080.625000 Penalty: 3061.062744
	Iteration 20F: 3 clusters Score -1162081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1162095.500000 Penalty: 3061.062744
	Iteration 21Q: 3 clusters Score -1162096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1162105.250000 Penalty: 3061.062744
	Iteration 22Q: 3 clusters Score -1162105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1162121.125000 Penalty: 3061.062744
	Iteration 23Q: 3 clusters Score -1162121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1162138.000000 Penalty: 3061.062744
	Iteration 24Q: 3 clusters Score -1162138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1162149.750000 Penalty: 3061.062744
	Iteration 25Q: 3 clusters Score -1162150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1162157.750000 Penalty: 3061.062744
	Iteration 26Q: 3 clusters Score -1162158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1162166.500000 Penalty: 3061.062744
	Iteration 27Q: 3 clusters Score -1162166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1162177.750000 Penalty: 3061.062744
	Iteration 28Q: 3 clusters Score -1162178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1162178.500000 Penalty: 3061.062744
	Iteration 29Q: 3 clusters Score -1162178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1162185.375000 Penalty: 3061.062744
	Iteration 30Q: 3 clusters Score -1162185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1162190.500000 Penalty: 3061.062744
	Iteration 31Q: 3 clusters Score -1162190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1162190.500000 Penalty: 3061.062744
	Iteration 32Q: 3 clusters Score -1162190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1162193.000000 Penalty: 3061.062744
	Iteration 33Q: 3 clusters Score -1162193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1162195.000000 Penalty: 3061.062744
	Iteration 34Q: 3 clusters Score -1162195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1162194.000000 Penalty: 3061.062744
	Iteration 35Q: 3 clusters Score -1162194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1162197.250000 Penalty: 3061.062744
	Iteration 36Q: 3 clusters Score -1162197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1162198.875000 Penalty: 3061.062744
	Iteration 37Q: 3 clusters Score -1162199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1162198.875000 Penalty: 3061.062744
	Iteration 38Q: 3 clusters Score -1162199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1162198.875000 Penalty: 3061.062744
	Iteration 39F: 3 clusters Score -1162199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -259567.828125 Penalty: 1308.704956
	Iteration 0F: 2 clusters Score -259567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -256760.312500 Penalty: 2617.409912
	Iteration 0F: 3 clusters Score -256760.3 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -257468.578125 Penalty: 2617.409912
	Iteration 1F: 3 clusters Score -257468.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -257648.765625 Penalty: 2617.409912
	Iteration 2F: 3 clusters Score -257648.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -257782.828125 Penalty: 2617.409912
	Iteration 3F: 3 clusters Score -257782.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -257870.609375 Penalty: 2617.409912
	Iteration 4Q: 3 clusters Score -257870.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -257951.171875 Penalty: 2617.409912
	Iteration 5Q: 3 clusters Score -257951.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -258034.484375 Penalty: 2617.409912
	Iteration 6Q: 3 clusters Score -258034.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -258116.531250 Penalty: 2617.409912
	Iteration 7Q: 3 clusters Score -258116.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -258211.921875 Penalty: 2617.409912
	Iteration 8Q: 3 clusters Score -258211.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -258292.906250 Penalty: 2617.409912
	Iteration 9Q: 3 clusters Score -258292.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -258349.015625 Penalty: 2617.409912
	Iteration 10Q: 3 clusters Score -258349 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -258407.015625 Penalty: 2617.409912
	Iteration 11Q: 3 clusters Score -258407 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -258452.515625 Penalty: 2617.409912
	Iteration 12Q: 3 clusters Score -258452.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -258492.203125 Penalty: 2617.409912
	Iteration 13Q: 3 clusters Score -258492.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -258523.406250 Penalty: 2617.409912
	Iteration 14Q: 3 clusters Score -258523.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -258565.562500 Penalty: 2617.409912
	Iteration 15Q: 3 clusters Score -258565.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -258591.328125 Penalty: 2617.409912
	Iteration 16Q: 3 clusters Score -258591.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -258615.968750 Penalty: 2617.409912
	Iteration 17Q: 3 clusters Score -258616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258630.531250 Penalty: 2617.409912
	Iteration 18Q: 3 clusters Score -258630.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -258650.000000 Penalty: 2617.409912
	Iteration 19Q: 3 clusters Score -258650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -258660.359375 Penalty: 2617.409912
	Iteration 20F: 3 clusters Score -258660.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -258671.890625 Penalty: 2617.409912
	Iteration 21Q: 3 clusters Score -258671.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -258687.625000 Penalty: 2617.409912
	Iteration 22Q: 3 clusters Score -258687.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -258696.343750 Penalty: 2617.409912
	Iteration 23Q: 3 clusters Score -258696.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -258704.093750 Penalty: 2617.409912
	Iteration 24Q: 3 clusters Score -258704.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -258709.234375 Penalty: 2617.409912
	Iteration 25Q: 3 clusters Score -258709.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258711.734375 Penalty: 2617.409912
	Iteration 26Q: 3 clusters Score -258711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258714.000000 Penalty: 2617.409912
	Iteration 27Q: 3 clusters Score -258714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258714.828125 Penalty: 2617.409912
	Iteration 28Q: 3 clusters Score -258714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258716.109375 Penalty: 2617.409912
	Iteration 29Q: 3 clusters Score -258716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258717.296875 Penalty: 2617.409912
	Iteration 30Q: 3 clusters Score -258717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -258718.906250 Penalty: 2617.409912
	Iteration 31Q: 3 clusters Score -258718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -258720.062500 Penalty: 2617.409912
	Iteration 32Q: 3 clusters Score -258720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -258721.718750 Penalty: 2617.409912
	Iteration 33Q: 3 clusters Score -258721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -258723.593750 Penalty: 2617.409912
	Iteration 34Q: 3 clusters Score -258723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -258724.421875 Penalty: 2617.409912
	Iteration 35Q: 3 clusters Score -258724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -258724.375000 Penalty: 2617.409912
	Iteration 36Q: 3 clusters Score -258724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -258724.718750 Penalty: 2617.409912
	Iteration 37Q: 3 clusters Score -258724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -258724.875000 Penalty: 2617.409912
	Iteration 38Q: 3 clusters Score -258724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -258724.875000 Penalty: 2617.409912
	Iteration 39F: 3 clusters Score -258724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (171068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Entering Unmasked Estep 
Score: -15287350.000000 Penalty: 1958.095093
	Iteration 0F: 2 clusters Score -1.528735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -15172522.000000 Penalty: 3916.190186
	Iteration 0F: 3 clusters Score -1.517252e+07 nChanged 82741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -15223102.000000 Penalty: 3916.190186
	Iteration 1F: 3 clusters Score -1.52231e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -15225798.000000 Penalty: 3916.190186
	Iteration 2Q: 3 clusters Score -1.52258e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -15230346.000000 Penalty: 3916.190186
	Iteration 3F: 3 clusters Score -1.523035e+07 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 112476 members 
Entering Unmasked Estep 
Score: -15237374.000000 Penalty: 3916.190186
	Iteration 4F: 3 clusters Score -1.523737e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -15246475.000000 Penalty: 3916.190186
	Iteration 5F: 3 clusters Score -1.524648e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 135589 members 
Entering Unmasked Estep 
Score: -15256610.000000 Penalty: 3916.190186
	Iteration 6F: 3 clusters Score -1.525661e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 146834 members 
Entering Unmasked Estep 
Score: -15266268.000000 Penalty: 3916.190186
	Iteration 7F: 3 clusters Score -1.526627e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -15274130.000000 Penalty: 3916.190186
	Iteration 8F: 3 clusters Score -1.527413e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 162661 members 
Entering Unmasked Estep 
Score: -15279510.000000 Penalty: 3916.190186
	Iteration 9Q: 3 clusters Score -1.527951e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 166590 members 
Entering Unmasked Estep 
Score: -15282932.000000 Penalty: 3916.190186
	Iteration 10Q: 3 clusters Score -1.528293e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 168534 members 
Entering Unmasked Estep 
Score: -15284546.000000 Penalty: 3916.190186
	Iteration 11Q: 3 clusters Score -1.528455e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 169389 members 
Entering Unmasked Estep 
Score: -15285289.000000 Penalty: 3916.190186
	Iteration 12Q: 3 clusters Score -1.528529e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 169706 members 
Entering Unmasked Estep 
Score: -15285705.000000 Penalty: 3916.190186
	Iteration 13Q: 3 clusters Score -1.52857e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 169816 members 
Entering Unmasked Estep 
Score: -15285839.000000 Penalty: 3916.190186
	Iteration 14Q: 3 clusters Score -1.528584e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -15285927.000000 Penalty: 3916.190186
	Iteration 15Q: 3 clusters Score -1.528593e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 169881 members 
Entering Unmasked Estep 
Score: -15286005.000000 Penalty: 3916.190186
	Iteration 16Q: 3 clusters Score -1.5286e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 169905 members 
Entering Unmasked Estep 
Score: -15286040.000000 Penalty: 3916.190186
	Iteration 17Q: 3 clusters Score -1.528604e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 169901 members 
Entering Unmasked Estep 
Score: -15286089.000000 Penalty: 3916.190186
	Iteration 18Q: 3 clusters Score -1.528609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -15286098.000000 Penalty: 3916.190186
	Iteration 19Q: 3 clusters Score -1.52861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 169913 members 
Entering Unmasked Estep 
Score: -15286121.000000 Penalty: 3916.190186
	Iteration 20F: 3 clusters Score -1.528612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 169913 members 
Entering Unmasked Estep 
Score: -15286117.000000 Penalty: 3916.190186
	Iteration 21Q: 3 clusters Score -1.528612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 169911 members 
Entering Unmasked Estep 
Score: -15286125.000000 Penalty: 3916.190186
	Iteration 22Q: 3 clusters Score -1.528612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -15286127.000000 Penalty: 3916.190186
	Iteration 23Q: 3 clusters Score -1.528613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 169908 members 
Entering Unmasked Estep 
Score: -15286124.000000 Penalty: 3916.190186
	Iteration 24Q: 3 clusters Score -1.528612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -15286151.000000 Penalty: 3916.190186
	Iteration 25Q: 3 clusters Score -1.528615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 169911 members 
Entering Unmasked Estep 
Score: -15286147.000000 Penalty: 3916.190186
	Iteration 26Q: 3 clusters Score -1.528615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 169914 members 
Entering Unmasked Estep 
Score: -15286154.000000 Penalty: 3916.190186
	Iteration 27Q: 3 clusters Score -1.528615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 169916 members 
Entering Unmasked Estep 
Score: -15286151.000000 Penalty: 3916.190186
	Iteration 28Q: 3 clusters Score -1.528615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 169921 members 
Entering Unmasked Estep 
Score: -15286147.000000 Penalty: 3916.190186
	Iteration 29Q: 3 clusters Score -1.528615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -15286155.000000 Penalty: 3916.190186
	Iteration 30Q: 3 clusters Score -1.528616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 169927 members 
Entering Unmasked Estep 
Score: -15286156.000000 Penalty: 3916.190186
	Iteration 31Q: 3 clusters Score -1.528616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -15286156.000000 Penalty: 3916.190186
	Iteration 32Q: 3 clusters Score -1.528616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -15286156.000000 Penalty: 3916.190186
	Iteration 33Q: 3 clusters Score -1.528616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -15286161.000000 Penalty: 3916.190186
	Iteration 34Q: 3 clusters Score -1.528616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -15286157.000000 Penalty: 3916.190186
	Iteration 35Q: 3 clusters Score -1.528616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 169923 members 
Entering Unmasked Estep 
Score: -15286155.000000 Penalty: 3916.190186
	Iteration 36Q: 3 clusters Score -1.528616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -15286169.000000 Penalty: 3916.190186
	Iteration 37Q: 3 clusters Score -1.528617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 169921 members 
Entering Unmasked Estep 
Score: -15286167.000000 Penalty: 3916.190186
	Iteration 38Q: 3 clusters Score -1.528617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 169918 members 
Entering Unmasked Estep 
Score: -15286160.000000 Penalty: 3916.190186
	Iteration 39Q: 3 clusters Score -1.528616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 169916 members 
Entering Unmasked Estep 
Score: -15286167.000000 Penalty: 3916.190186
	Iteration 40F: 3 clusters Score -1.528617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -15286173.000000 Penalty: 3916.190186
	Iteration 41Q: 3 clusters Score -1.528617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 169921 members 
Entering Unmasked Estep 
Score: -15286185.000000 Penalty: 3916.190186
	Iteration 42Q: 3 clusters Score -1.528618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 169927 members 
Entering Unmasked Estep 
Score: -15286196.000000 Penalty: 3916.190186
	Iteration 43Q: 3 clusters Score -1.52862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -15286189.000000 Penalty: 3916.190186
	Iteration 44Q: 3 clusters Score -1.528619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 169931 members 
Entering Unmasked Estep 
Score: -15286200.000000 Penalty: 3916.190186
	Iteration 45Q: 3 clusters Score -1.52862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -15286216.000000 Penalty: 3916.190186
	Iteration 46Q: 3 clusters Score -1.528622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -15286213.000000 Penalty: 3916.190186
	Iteration 47Q: 3 clusters Score -1.528621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -15286209.000000 Penalty: 3916.190186
	Iteration 48Q: 3 clusters Score -1.528621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -15286228.000000 Penalty: 3916.190186
	Iteration 49Q: 3 clusters Score -1.528623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -15286236.000000 Penalty: 3916.190186
	Iteration 50Q: 3 clusters Score -1.528624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 169933 members 
Entering Unmasked Estep 
Score: -15286232.000000 Penalty: 3916.190186
	Iteration 51Q: 3 clusters Score -1.528623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 169934 members 
Entering Unmasked Estep 
Score: -15286242.000000 Penalty: 3916.190186
	Iteration 52Q: 3 clusters Score -1.528624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 169931 members 
Entering Unmasked Estep 
Score: -15286243.000000 Penalty: 3916.190186
	Iteration 53Q: 3 clusters Score -1.528624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -15286240.000000 Penalty: 3916.190186
	Iteration 54Q: 3 clusters Score -1.528624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -15286247.000000 Penalty: 3916.190186
	Iteration 55Q: 3 clusters Score -1.528625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 169925 members 
Entering Unmasked Estep 
Score: -15286249.000000 Penalty: 3916.190186
	Iteration 56Q: 3 clusters Score -1.528625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 169925 members 
Entering Unmasked Estep 
Score: -15286240.000000 Penalty: 3916.190186
	Iteration 57Q: 3 clusters Score -1.528624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -15286235.000000 Penalty: 3916.190186
	Iteration 58Q: 3 clusters Score -1.528624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 169918 members 
Entering Unmasked Estep 
Score: -15286247.000000 Penalty: 3916.190186
	Iteration 59Q: 3 clusters Score -1.528625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -15286243.000000 Penalty: 3916.190186
	Iteration 60F: 3 clusters Score -1.528624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Entering Unmasked Estep 
Score: -443482.187500 Penalty: 1383.164062
	Iteration 0F: 2 clusters Score -443482.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -439527.562500 Penalty: 2766.328125
	Iteration 0F: 3 clusters Score -439527.6 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -440649.625000 Penalty: 2766.328125
	Iteration 1F: 3 clusters Score -440649.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -440843.531250 Penalty: 2766.328125
	Iteration 2F: 3 clusters Score -440843.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -440979.687500 Penalty: 2766.328125
	Iteration 3F: 3 clusters Score -440979.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -441102.687500 Penalty: 2766.328125
	Iteration 4Q: 3 clusters Score -441102.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -441244.406250 Penalty: 2766.328125
	Iteration 5Q: 3 clusters Score -441244.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -441396.562500 Penalty: 2766.328125
	Iteration 6Q: 3 clusters Score -441396.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -441560.875000 Penalty: 2766.328125
	Iteration 7Q: 3 clusters Score -441560.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -441722.062500 Penalty: 2766.328125
	Iteration 8Q: 3 clusters Score -441722.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -441859.125000 Penalty: 2766.328125
	Iteration 9Q: 3 clusters Score -441859.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -441968.062500 Penalty: 2766.328125
	Iteration 10Q: 3 clusters Score -441968.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -442059.718750 Penalty: 2766.328125
	Iteration 11Q: 3 clusters Score -442059.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -442115.687500 Penalty: 2766.328125
	Iteration 12Q: 3 clusters Score -442115.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -442159.343750 Penalty: 2766.328125
	Iteration 13Q: 3 clusters Score -442159.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -442191.500000 Penalty: 2766.328125
	Iteration 14Q: 3 clusters Score -442191.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -442213.843750 Penalty: 2766.328125
	Iteration 15Q: 3 clusters Score -442213.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -442237.187500 Penalty: 2766.328125
	Iteration 16Q: 3 clusters Score -442237.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -442248.062500 Penalty: 2766.328125
	Iteration 17Q: 3 clusters Score -442248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -442251.687500 Penalty: 2766.328125
	Iteration 18Q: 3 clusters Score -442251.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -442255.343750 Penalty: 2766.328125
	Iteration 19Q: 3 clusters Score -442255.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -442259.500000 Penalty: 2766.328125
	Iteration 20F: 3 clusters Score -442259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -442263.218750 Penalty: 2766.328125
	Iteration 21Q: 3 clusters Score -442263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -442265.312500 Penalty: 2766.328125
	Iteration 22Q: 3 clusters Score -442265.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -442267.062500 Penalty: 2766.328125
	Iteration 23Q: 3 clusters Score -442267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -442267.093750 Penalty: 2766.328125
	Iteration 24Q: 3 clusters Score -442267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -442268.406250 Penalty: 2766.328125
	Iteration 25Q: 3 clusters Score -442268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -442268.406250 Penalty: 2766.328125
	Iteration 26F: 3 clusters Score -442268.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -117911.210938 Penalty: 1187.202271
	Iteration 0F: 2 clusters Score -117911.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -116186.445312 Penalty: 2374.404541
	Iteration 0F: 3 clusters Score -116186.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -116748.593750 Penalty: 2374.404541
	Iteration 1F: 3 clusters Score -116748.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117080.101562 Penalty: 2374.404541
	Iteration 2F: 3 clusters Score -117080.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117326.781250 Penalty: 2374.404541
	Iteration 3F: 3 clusters Score -117326.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117512.289062 Penalty: 2374.404541
	Iteration 4F: 3 clusters Score -117512.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117627.640625 Penalty: 2374.404541
	Iteration 5Q: 3 clusters Score -117627.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117722.078125 Penalty: 2374.404541
	Iteration 6Q: 3 clusters Score -117722.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117781.437500 Penalty: 2374.404541
	Iteration 7Q: 3 clusters Score -117781.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117810.164062 Penalty: 2374.404541
	Iteration 8Q: 3 clusters Score -117810.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -117832.328125 Penalty: 2374.404541
	Iteration 9Q: 3 clusters Score -117832.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117849.812500 Penalty: 2374.404541
	Iteration 10Q: 3 clusters Score -117849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117876.531250 Penalty: 2374.404541
	Iteration 11Q: 3 clusters Score -117876.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -117902.023438 Penalty: 2374.404541
	Iteration 12Q: 3 clusters Score -117902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117926.250000 Penalty: 2374.404541
	Iteration 13Q: 3 clusters Score -117926.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -117959.085938 Penalty: 2374.404541
	Iteration 14Q: 3 clusters Score -117959.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -117996.562500 Penalty: 2374.404541
	Iteration 15Q: 3 clusters Score -117996.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118014.210938 Penalty: 2374.404541
	Iteration 16Q: 3 clusters Score -118014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118022.562500 Penalty: 2374.404541
	Iteration 17Q: 3 clusters Score -118022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118027.695312 Penalty: 2374.404541
	Iteration 18Q: 3 clusters Score -118027.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -118031.351562 Penalty: 2374.404541
	Iteration 19Q: 3 clusters Score -118031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118032.929688 Penalty: 2374.404541
	Iteration 20F: 3 clusters Score -118032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -118034.515625 Penalty: 2374.404541
	Iteration 21Q: 3 clusters Score -118034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -118035.335938 Penalty: 2374.404541
	Iteration 22Q: 3 clusters Score -118035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -118037.343750 Penalty: 2374.404541
	Iteration 23Q: 3 clusters Score -118037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -118039.585938 Penalty: 2374.404541
	Iteration 24Q: 3 clusters Score -118039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -118040.500000 Penalty: 2374.404541
	Iteration 25Q: 3 clusters Score -118040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118041.375000 Penalty: 2374.404541
	Iteration 26Q: 3 clusters Score -118041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118043.273438 Penalty: 2374.404541
	Iteration 27Q: 3 clusters Score -118043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118043.273438 Penalty: 2374.404541
	Iteration 28F: 3 clusters Score -118043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 16273 members 
Mstep: Class 7 contains 49723 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 189517 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 171068 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 857 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 10204 members 
Mstep: Class 23 contains 21755 members 
Mstep: Class 24 contains 632 members 
Entering Unmasked Estep 
Score: -51561276.000000 Penalty: 51736.554688
Splitting cluster 20 changes total score from -51562084.000000 to -51561276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -118901.953125 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -118902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -117182.921875 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -117182.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -117490.421875 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -117490.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -117585.078125 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -117585.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -117668.234375 Penalty: 2359.898193
	Iteration 3F: 3 clusters Score -117668.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -117731.835938 Penalty: 2359.898193
	Iteration 4F: 3 clusters Score -117731.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -117767.023438 Penalty: 2359.898193
	Iteration 5Q: 3 clusters Score -117767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -117786.039062 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -117786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -117796.078125 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -117796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -117803.554688 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -117803.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -117810.437500 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -117810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -117814.289062 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -117814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -117815.835938 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -117815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -117817.031250 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -117817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -117817.031250 Penalty: 2359.898193
	Iteration 13F: 3 clusters Score -117817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -840455.937500 Penalty: 1499.962036
	Iteration 0F: 2 clusters Score -840455.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -833289.000000 Penalty: 2999.924072
	Iteration 0F: 3 clusters Score -833289 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -835884.187500 Penalty: 2999.924072
	Iteration 1F: 3 clusters Score -835884.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -836489.125000 Penalty: 2999.924072
	Iteration 2F: 3 clusters Score -836489.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -837060.687500 Penalty: 2999.924072
	Iteration 3F: 3 clusters Score -837060.7 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -837677.062500 Penalty: 2999.924072
	Iteration 4F: 3 clusters Score -837677.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -838215.625000 Penalty: 2999.924072
	Iteration 5F: 3 clusters Score -838215.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -838626.937500 Penalty: 2999.924072
	Iteration 6F: 3 clusters Score -838626.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -838899.500000 Penalty: 2999.924072
	Iteration 7Q: 3 clusters Score -838899.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -839073.187500 Penalty: 2999.924072
	Iteration 8Q: 3 clusters Score -839073.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -839202.375000 Penalty: 2999.924072
	Iteration 9Q: 3 clusters Score -839202.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -839314.000000 Penalty: 2999.924072
	Iteration 10Q: 3 clusters Score -839314 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -839409.437500 Penalty: 2999.924072
	Iteration 11Q: 3 clusters Score -839409.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -839496.750000 Penalty: 2999.924072
	Iteration 12Q: 3 clusters Score -839496.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -839574.312500 Penalty: 2999.924072
	Iteration 13Q: 3 clusters Score -839574.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -839660.937500 Penalty: 2999.924072
	Iteration 14Q: 3 clusters Score -839660.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -839771.312500 Penalty: 2999.924072
	Iteration 15Q: 3 clusters Score -839771.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -839879.250000 Penalty: 2999.924072
	Iteration 16Q: 3 clusters Score -839879.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -839987.187500 Penalty: 2999.924072
	Iteration 17Q: 3 clusters Score -839987.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -840077.687500 Penalty: 2999.924072
	Iteration 18Q: 3 clusters Score -840077.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -840167.250000 Penalty: 2999.924072
	Iteration 19Q: 3 clusters Score -840167.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -840229.812500 Penalty: 2999.924072
	Iteration 20F: 3 clusters Score -840229.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -840291.125000 Penalty: 2999.924072
	Iteration 21Q: 3 clusters Score -840291.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -840342.562500 Penalty: 2999.924072
	Iteration 22Q: 3 clusters Score -840342.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -840373.437500 Penalty: 2999.924072
	Iteration 23Q: 3 clusters Score -840373.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -840390.250000 Penalty: 2999.924072
	Iteration 24Q: 3 clusters Score -840390.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -840395.437500 Penalty: 2999.924072
	Iteration 25Q: 3 clusters Score -840395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -840395.937500 Penalty: 2999.924072
	Iteration 26Q: 3 clusters Score -840395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -840398.062500 Penalty: 2999.924072
	Iteration 27Q: 3 clusters Score -840398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -840400.125000 Penalty: 2999.924072
	Iteration 28Q: 3 clusters Score -840400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -840401.312500 Penalty: 2999.924072
	Iteration 29Q: 3 clusters Score -840401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -840401.875000 Penalty: 2999.924072
	Iteration 30Q: 3 clusters Score -840401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -840404.812500 Penalty: 2999.924072
	Iteration 31Q: 3 clusters Score -840404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -840405.625000 Penalty: 2999.924072
	Iteration 32Q: 3 clusters Score -840405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -840408.250000 Penalty: 2999.924072
	Iteration 33Q: 3 clusters Score -840408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -840411.250000 Penalty: 2999.924072
	Iteration 34Q: 3 clusters Score -840411.2 nChanged 5
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: -840412.687500 Penalty: 2999.924072
	Iteration 35Q: 3 clusters Score -840412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -840414.125000 Penalty: 2999.924072
	Iteration 36Q: 3 clusters Score -840414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -840414.125000 Penalty: 2999.924072
	Iteration 37F: 3 clusters Score -840414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Entering Unmasked Estep 
Score: -2075208.125000 Penalty: 1622.984741
	Iteration 0F: 2 clusters Score -2075208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2060521.500000 Penalty: 3245.969482
	Iteration 0F: 3 clusters Score -2060522 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2065870.375000 Penalty: 3245.969482
	Iteration 1F: 3 clusters Score -2065870 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2066235.375000 Penalty: 3245.969482
	Iteration 2Q: 3 clusters Score -2066235 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2066611.125000 Penalty: 3245.969482
	Iteration 3Q: 3 clusters Score -2066611 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2067024.250000 Penalty: 3245.969482
	Iteration 4Q: 3 clusters Score -2067024 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2067516.750000 Penalty: 3245.969482
	Iteration 5Q: 3 clusters Score -2067517 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2068185.750000 Penalty: 3245.969482
	Iteration 6F: 3 clusters Score -2068186 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2069060.125000 Penalty: 3245.969482
	Iteration 7F: 3 clusters Score -2069060 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2070108.750000 Penalty: 3245.969482
	Iteration 8F: 3 clusters Score -2070109 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2071186.500000 Penalty: 3245.969482
	Iteration 9F: 3 clusters Score -2071186 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2072178.500000 Penalty: 3245.969482
	Iteration 10F: 3 clusters Score -2072178 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2072875.750000 Penalty: 3245.969482
	Iteration 11Q: 3 clusters Score -2072876 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2073334.625000 Penalty: 3245.969482
	Iteration 12Q: 3 clusters Score -2073335 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2073594.375000 Penalty: 3245.969482
	Iteration 13Q: 3 clusters Score -2073594 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2073748.750000 Penalty: 3245.969482
	Iteration 14Q: 3 clusters Score -2073749 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2073838.000000 Penalty: 3245.969482
	Iteration 15Q: 3 clusters Score -2073838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2073890.875000 Penalty: 3245.969482
	Iteration 16Q: 3 clusters Score -2073891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2073914.000000 Penalty: 3245.969482
	Iteration 17Q: 3 clusters Score -2073914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2073922.125000 Penalty: 3245.969482
	Iteration 18Q: 3 clusters Score -2073922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2073930.375000 Penalty: 3245.969482
	Iteration 19Q: 3 clusters Score -2073930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2073941.500000 Penalty: 3245.969482
	Iteration 20F: 3 clusters Score -2073942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2073946.875000 Penalty: 3245.969482
	Iteration 21Q: 3 clusters Score -2073947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2073951.750000 Penalty: 3245.969482
	Iteration 22Q: 3 clusters Score -2073952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2073956.000000 Penalty: 3245.969482
	Iteration 23Q: 3 clusters Score -2073956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2073959.500000 Penalty: 3245.969482
	Iteration 24Q: 3 clusters Score -2073960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2073966.000000 Penalty: 3245.969482
	Iteration 25Q: 3 clusters Score -2073966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2073963.500000 Penalty: 3245.969482
	Iteration 26Q: 3 clusters Score -2073964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2073963.500000 Penalty: 3245.969482
	Iteration 27F: 3 clusters Score -2073964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 16273 members 
Mstep: Class 7 contains 49723 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 189517 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 171068 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 10204 members 
Mstep: Class 23 contains 21755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562152.000000 Penalty: 49580.863281
Iteration 79Q: 24 clusters Score -5.156215e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 41160 members 
Mstep: Class 4 contains 5822 members 
Mstep: Class 5 contains 5865 members 
Mstep: Class 6 contains 16257 members 
Mstep: Class 7 contains 49718 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 9039 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189479 members 
Mstep: Class 16 contains 12313 members 
Mstep: Class 17 contains 3144 members 
Mstep: Class 18 contains 171093 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 10203 members 
Mstep: Class 23 contains 21755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562204.000000 Penalty: 49580.863281
Iteration 80F: 24 clusters Score -5.15622e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10097 members 
Mstep: Class 3 contains 41160 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 16242 members 
Mstep: Class 7 contains 49720 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 3153 members 
Mstep: Class 12 contains 9076 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 189440 members 
Mstep: Class 16 contains 12311 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 18 contains 171109 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 10201 members 
Mstep: Class 23 contains 21754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562172.000000 Penalty: 49580.863281
Iteration 81Q: 24 clusters Score -5.156217e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10115 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 5872 members 
Mstep: Class 6 contains 16239 members 
Mstep: Class 7 contains 49716 members 
Mstep: Class 8 contains 1770 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 9098 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 189415 members 
Mstep: Class 16 contains 12311 members 
Mstep: Class 17 contains 3139 members 
Mstep: Class 18 contains 171118 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 10198 members 
Mstep: Class 23 contains 21752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562232.000000 Penalty: 49580.863281
Iteration 82Q: 24 clusters Score -5.156223e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10128 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 16230 members 
Mstep: Class 7 contains 49714 members 
Mstep: Class 8 contains 1773 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 3077 members 
Mstep: Class 12 contains 9120 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 189390 members 
Mstep: Class 16 contains 12309 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 171118 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 10195 members 
Mstep: Class 23 contains 21751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562320.000000 Penalty: 49580.863281
Iteration 83Q: 24 clusters Score -5.156232e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10135 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 16230 members 
Mstep: Class 7 contains 49712 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 3054 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189364 members 
Mstep: Class 16 contains 12306 members 
Mstep: Class 17 contains 3135 members 
Mstep: Class 18 contains 171112 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 10192 members 
Mstep: Class 23 contains 21750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562320.000000 Penalty: 49580.863281
Iteration 84Q: 24 clusters Score -5.156232e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10144 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5834 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 16225 members 
Mstep: Class 7 contains 49705 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 3030 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189340 members 
Mstep: Class 16 contains 12306 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 171112 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10189 members 
Mstep: Class 23 contains 21750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562376.000000 Penalty: 49580.863281
Iteration 85Q: 24 clusters Score -5.156238e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10147 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 16216 members 
Mstep: Class 7 contains 49706 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 4690 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2994 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189321 members 
Mstep: Class 16 contains 12304 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 171125 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 10187 members 
Mstep: Class 23 contains 21748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562432.000000 Penalty: 49580.863281
Iteration 86Q: 24 clusters Score -5.156243e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10153 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5838 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 16201 members 
Mstep: Class 7 contains 49702 members 
Mstep: Class 8 contains 1781 members 
Mstep: Class 9 contains 4728 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 9194 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189304 members 
Mstep: Class 16 contains 12301 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 171132 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 10186 members 
Mstep: Class 23 contains 21746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562428.000000 Penalty: 49580.863281
Iteration 87Q: 24 clusters Score -5.156243e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10155 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 49699 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 4763 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 2949 members 
Mstep: Class 12 contains 9202 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189300 members 
Mstep: Class 16 contains 12301 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 171136 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 10183 members 
Mstep: Class 23 contains 21743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562480.000000 Penalty: 49580.863281
Iteration 88Q: 24 clusters Score -5.156248e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 16184 members 
Mstep: Class 7 contains 49696 members 
Mstep: Class 8 contains 1781 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 9215 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189288 members 
Mstep: Class 16 contains 12300 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 18 contains 171141 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10183 members 
Mstep: Class 23 contains 21743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562472.000000 Penalty: 49580.863281
Iteration 89Q: 24 clusters Score -5.156247e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5834 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 16175 members 
Mstep: Class 7 contains 49688 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 9229 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189279 members 
Mstep: Class 16 contains 12296 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 18 contains 171138 members 
Mstep: Class 19 contains 4972 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10183 members 
Mstep: Class 23 contains 21743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562488.000000 Penalty: 49580.863281
Iteration 90Q: 24 clusters Score -5.156249e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10181 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5834 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 16173 members 
Mstep: Class 7 contains 49682 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 12 contains 9241 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189266 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 171125 members 
Mstep: Class 19 contains 4972 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10184 members 
Mstep: Class 23 contains 21743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562508.000000 Penalty: 49580.863281
Iteration 91Q: 24 clusters Score -5.156251e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 16173 members 
Mstep: Class 7 contains 49674 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 9252 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189251 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 171123 members 
Mstep: Class 19 contains 4972 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 10182 members 
Mstep: Class 23 contains 21744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562528.000000 Penalty: 49580.863281
Iteration 92Q: 24 clusters Score -5.156253e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10186 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5832 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16170 members 
Mstep: Class 7 contains 49674 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 4965 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 189246 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 171115 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 10183 members 
Mstep: Class 23 contains 21744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562556.000000 Penalty: 49580.863281
Iteration 93Q: 24 clusters Score -5.156256e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10183 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 16172 members 
Mstep: Class 7 contains 49669 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 9261 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 189243 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 171111 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 10182 members 
Mstep: Class 23 contains 21744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562608.000000 Penalty: 49580.863281
Iteration 94Q: 24 clusters Score -5.156261e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10180 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5832 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 16172 members 
Mstep: Class 7 contains 49670 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5063 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 9264 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 189235 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 171104 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10181 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562564.000000 Penalty: 49580.863281
Iteration 95Q: 24 clusters Score -5.156256e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10179 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 16176 members 
Mstep: Class 7 contains 49665 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 9268 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 189228 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 171084 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10180 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562620.000000 Penalty: 49580.863281
Iteration 96Q: 24 clusters Score -5.156262e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10180 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16175 members 
Mstep: Class 7 contains 49663 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5199 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 189221 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 171067 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10180 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562568.000000 Penalty: 49580.863281
Iteration 97Q: 24 clusters Score -5.156257e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10182 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16170 members 
Mstep: Class 7 contains 49668 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 9280 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 189211 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 171043 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10180 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562624.000000 Penalty: 49580.863281
Iteration 98Q: 24 clusters Score -5.156262e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10185 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 16168 members 
Mstep: Class 7 contains 49670 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 9283 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 189203 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 171019 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10183 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562676.000000 Penalty: 49580.863281
Iteration 99Q: 24 clusters Score -5.156268e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10186 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 16172 members 
Mstep: Class 7 contains 49675 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5405 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 9286 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 189194 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 170993 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10184 members 
Mstep: Class 23 contains 21744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562752.000000 Penalty: 49580.863281
Iteration 100F: 24 clusters Score -5.156275e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10190 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 16170 members 
Mstep: Class 7 contains 49677 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 9288 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 189190 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 170973 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10185 members 
Mstep: Class 23 contains 21743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562764.000000 Penalty: 49580.863281
Iteration 101Q: 24 clusters Score -5.156276e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16164 members 
Mstep: Class 7 contains 49676 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 189187 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 170965 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10186 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562828.000000 Penalty: 49580.863281
Iteration 102Q: 24 clusters Score -5.156283e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10194 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5832 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 16161 members 
Mstep: Class 7 contains 49676 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 9296 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 189183 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 170958 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10188 members 
Mstep: Class 23 contains 21741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562872.000000 Penalty: 49580.863281
Iteration 103Q: 24 clusters Score -5.156287e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10195 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 5894 members 
Mstep: Class 6 contains 16165 members 
Mstep: Class 7 contains 49672 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 9299 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 189171 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 170939 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10188 members 
Mstep: Class 23 contains 21742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51562964.000000 Penalty: 49580.863281
Iteration 104Q: 24 clusters Score -5.156296e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10194 members 
Mstep: Class 3 contains 41164 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 16162 members 
Mstep: Class 7 contains 49675 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 9305 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 189164 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 170918 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10187 members 
Mstep: Class 23 contains 21741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563040.000000 Penalty: 49580.863281
Iteration 105Q: 24 clusters Score -5.156304e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 41163 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 16162 members 
Mstep: Class 7 contains 49675 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 9310 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 189146 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 170901 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10189 members 
Mstep: Class 23 contains 21740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563064.000000 Penalty: 49580.863281
Iteration 106Q: 24 clusters Score -5.156306e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10192 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 16164 members 
Mstep: Class 7 contains 49679 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 9319 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 189136 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 170871 members 
Mstep: Class 19 contains 4968 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 10191 members 
Mstep: Class 23 contains 21739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563072.000000 Penalty: 49580.863281
Iteration 107Q: 24 clusters Score -5.156307e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10196 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 16167 members 
Mstep: Class 7 contains 49682 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 9324 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 189128 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 170834 members 
Mstep: Class 19 contains 4968 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 10195 members 
Mstep: Class 23 contains 21739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563224.000000 Penalty: 49580.863281
Iteration 108Q: 24 clusters Score -5.156322e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 41162 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 16171 members 
Mstep: Class 7 contains 49693 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 9332 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 189121 members 
Mstep: Class 16 contains 12297 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 170797 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10197 members 
Mstep: Class 23 contains 21738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563348.000000 Penalty: 49580.863281
Iteration 109Q: 24 clusters Score -5.156335e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10197 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 16176 members 
Mstep: Class 7 contains 49697 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 9332 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 189122 members 
Mstep: Class 16 contains 12295 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 170754 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10204 members 
Mstep: Class 23 contains 21739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563336.000000 Penalty: 49580.863281
Iteration 110Q: 24 clusters Score -5.156334e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5822 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 16179 members 
Mstep: Class 7 contains 49702 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 6040 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 189118 members 
Mstep: Class 16 contains 12295 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 170718 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10203 members 
Mstep: Class 23 contains 21738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563372.000000 Penalty: 49580.863281
Iteration 111Q: 24 clusters Score -5.156337e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10202 members 
Mstep: Class 3 contains 41161 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 16184 members 
Mstep: Class 7 contains 49707 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 189117 members 
Mstep: Class 16 contains 12294 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 170683 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 10202 members 
Mstep: Class 23 contains 21737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563348.000000 Penalty: 49580.863281
Iteration 112Q: 24 clusters Score -5.156335e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 41159 members 
Mstep: Class 4 contains 5814 members 
Mstep: Class 5 contains 5905 members 
Mstep: Class 6 contains 16180 members 
Mstep: Class 7 contains 49711 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 9333 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189109 members 
Mstep: Class 16 contains 12294 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 170653 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10206 members 
Mstep: Class 23 contains 21735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563352.000000 Penalty: 49580.863281
Iteration 113Q: 24 clusters Score -5.156335e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 41159 members 
Mstep: Class 4 contains 5812 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 16181 members 
Mstep: Class 7 contains 49716 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 9333 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 189098 members 
Mstep: Class 16 contains 12293 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 170626 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10207 members 
Mstep: Class 23 contains 21735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563328.000000 Penalty: 49580.863281
Iteration 114Q: 24 clusters Score -5.156333e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10206 members 
Mstep: Class 3 contains 41159 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 16183 members 
Mstep: Class 7 contains 49716 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 6208 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 12 contains 9333 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 189098 members 
Mstep: Class 16 contains 12293 members 
Mstep: Class 17 contains 3118 members 
Mstep: Class 18 contains 170600 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10206 members 
Mstep: Class 23 contains 21734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563300.000000 Penalty: 49580.863281
Iteration 115Q: 24 clusters Score -5.15633e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 41159 members 
Mstep: Class 4 contains 5807 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 16184 members 
Mstep: Class 7 contains 49723 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6244 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 189091 members 
Mstep: Class 16 contains 12292 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 170575 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10207 members 
Mstep: Class 23 contains 21733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563344.000000 Penalty: 49580.863281
Iteration 116Q: 24 clusters Score -5.156334e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 41159 members 
Mstep: Class 4 contains 5805 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 49722 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 6273 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 9338 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 189084 members 
Mstep: Class 16 contains 12291 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 170549 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10207 members 
Mstep: Class 23 contains 21730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563344.000000 Penalty: 49580.863281
Iteration 117Q: 24 clusters Score -5.156334e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10206 members 
Mstep: Class 3 contains 41158 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 5902 members 
Mstep: Class 6 contains 16187 members 
Mstep: Class 7 contains 49722 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6294 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2841 members 
Mstep: Class 12 contains 9338 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 189080 members 
Mstep: Class 16 contains 12288 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 170523 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 21726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51563316.000000 Penalty: 49580.863281
Iteration 118Q: 24 clusters Score -5.156332e+07 nChanged 78
Entering ConstructFrom: 
Score: -51563316.000000 Penalty: 49580.863281
Entering ConstructFrom: 
Trying to split cluster 1 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -87849.695312 Penalty: 1118.062378
	Iteration 0F: 2 clusters Score -87849.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86442.671875 Penalty: 2236.124756
	Iteration 0F: 3 clusters Score -86442.67 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -86698.242188 Penalty: 2236.124756
	Iteration 1F: 3 clusters Score -86698.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86766.460938 Penalty: 2236.124756
	Iteration 2F: 3 clusters Score -86766.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86795.726562 Penalty: 2236.124756
	Iteration 3Q: 3 clusters Score -86795.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86816.937500 Penalty: 2236.124756
	Iteration 4Q: 3 clusters Score -86816.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86830.492188 Penalty: 2236.124756
	Iteration 5Q: 3 clusters Score -86830.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86844.515625 Penalty: 2236.124756
	Iteration 6Q: 3 clusters Score -86844.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86854.562500 Penalty: 2236.124756
	Iteration 7Q: 3 clusters Score -86854.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86866.289062 Penalty: 2236.124756
	Iteration 8Q: 3 clusters Score -86866.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86885.085938 Penalty: 2236.124756
	Iteration 9Q: 3 clusters Score -86885.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86893.960938 Penalty: 2236.124756
	Iteration 10Q: 3 clusters Score -86893.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86901.007812 Penalty: 2236.124756
	Iteration 11Q: 3 clusters Score -86901.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -86905.492188 Penalty: 2236.124756
	Iteration 12Q: 3 clusters Score -86905.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86910.687500 Penalty: 2236.124756
	Iteration 13Q: 3 clusters Score -86910.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86916.562500 Penalty: 2236.124756
	Iteration 14Q: 3 clusters Score -86916.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86920.710938 Penalty: 2236.124756
	Iteration 15Q: 3 clusters Score -86920.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86921.851562 Penalty: 2236.124756
	Iteration 16Q: 3 clusters Score -86921.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -86921.851562 Penalty: 2236.124756
	Iteration 17F: 3 clusters Score -86921.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -924166.125000 Penalty: 1500.009766
	Iteration 0F: 2 clusters Score -924166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -916855.687500 Penalty: 3000.019531
	Iteration 0F: 3 clusters Score -916855.7 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -919228.625000 Penalty: 3000.019531
	Iteration 1F: 3 clusters Score -919228.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -919627.750000 Penalty: 3000.019531
	Iteration 2F: 3 clusters Score -919627.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -919940.875000 Penalty: 3000.019531
	Iteration 3F: 3 clusters Score -919940.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -920237.437500 Penalty: 3000.019531
	Iteration 4F: 3 clusters Score -920237.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -920541.875000 Penalty: 3000.019531
	Iteration 5F: 3 clusters Score -920541.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -920835.500000 Penalty: 3000.019531
	Iteration 6Q: 3 clusters Score -920835.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -921073.187500 Penalty: 3000.019531
	Iteration 7Q: 3 clusters Score -921073.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -921260.062500 Penalty: 3000.019531
	Iteration 8Q: 3 clusters Score -921260.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -921399.625000 Penalty: 3000.019531
	Iteration 9Q: 3 clusters Score -921399.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -921520.437500 Penalty: 3000.019531
	Iteration 10Q: 3 clusters Score -921520.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -921624.312500 Penalty: 3000.019531
	Iteration 11Q: 3 clusters Score -921624.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -921729.875000 Penalty: 3000.019531
	Iteration 12Q: 3 clusters Score -921729.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -921824.750000 Penalty: 3000.019531
	Iteration 13Q: 3 clusters Score -921824.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -921875.437500 Penalty: 3000.019531
	Iteration 14Q: 3 clusters Score -921875.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -921921.500000 Penalty: 3000.019531
	Iteration 15Q: 3 clusters Score -921921.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -921954.562500 Penalty: 3000.019531
	Iteration 16Q: 3 clusters Score -921954.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -921981.937500 Penalty: 3000.019531
	Iteration 17Q: 3 clusters Score -921981.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -922006.000000 Penalty: 3000.019531
	Iteration 18Q: 3 clusters Score -922006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -922029.687500 Penalty: 3000.019531
	Iteration 19Q: 3 clusters Score -922029.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -922051.812500 Penalty: 3000.019531
	Iteration 20F: 3 clusters Score -922051.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -922078.375000 Penalty: 3000.019531
	Iteration 21Q: 3 clusters Score -922078.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -922105.687500 Penalty: 3000.019531
	Iteration 22Q: 3 clusters Score -922105.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -922135.937500 Penalty: 3000.019531
	Iteration 23Q: 3 clusters Score -922135.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -922161.750000 Penalty: 3000.019531
	Iteration 24Q: 3 clusters Score -922161.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -922194.687500 Penalty: 3000.019531
	Iteration 25Q: 3 clusters Score -922194.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -922222.625000 Penalty: 3000.019531
	Iteration 26Q: 3 clusters Score -922222.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -922244.562500 Penalty: 3000.019531
	Iteration 27Q: 3 clusters Score -922244.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -922265.625000 Penalty: 3000.019531
	Iteration 28Q: 3 clusters Score -922265.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -922285.375000 Penalty: 3000.019531
	Iteration 29Q: 3 clusters Score -922285.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -922317.937500 Penalty: 3000.019531
	Iteration 30Q: 3 clusters Score -922317.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -922365.250000 Penalty: 3000.019531
	Iteration 31Q: 3 clusters Score -922365.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -922431.562500 Penalty: 3000.019531
	Iteration 32Q: 3 clusters Score -922431.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -922496.437500 Penalty: 3000.019531
	Iteration 33Q: 3 clusters Score -922496.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -922564.187500 Penalty: 3000.019531
	Iteration 34Q: 3 clusters Score -922564.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -922628.375000 Penalty: 3000.019531
	Iteration 35Q: 3 clusters Score -922628.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -922712.125000 Penalty: 3000.019531
	Iteration 36Q: 3 clusters Score -922712.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -922798.375000 Penalty: 3000.019531
	Iteration 37Q: 3 clusters Score -922798.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -922874.562500 Penalty: 3000.019531
	Iteration 38Q: 3 clusters Score -922874.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -922948.250000 Penalty: 3000.019531
	Iteration 39Q: 3 clusters Score -922948.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -923039.687500 Penalty: 3000.019531
	Iteration 40F: 3 clusters Score -923039.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -923119.812500 Penalty: 3000.019531
	Iteration 41Q: 3 clusters Score -923119.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -923198.812500 Penalty: 3000.019531
	Iteration 42Q: 3 clusters Score -923198.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -923278.875000 Penalty: 3000.019531
	Iteration 43Q: 3 clusters Score -923278.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -923358.000000 Penalty: 3000.019531
	Iteration 44Q: 3 clusters Score -923358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -923419.687500 Penalty: 3000.019531
	Iteration 45Q: 3 clusters Score -923419.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -923469.812500 Penalty: 3000.019531
	Iteration 46Q: 3 clusters Score -923469.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -923522.937500 Penalty: 3000.019531
	Iteration 47Q: 3 clusters Score -923522.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -923559.125000 Penalty: 3000.019531
	Iteration 48Q: 3 clusters Score -923559.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -923592.875000 Penalty: 3000.019531
	Iteration 49Q: 3 clusters Score -923592.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -923620.875000 Penalty: 3000.019531
	Iteration 50Q: 3 clusters Score -923620.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -923639.312500 Penalty: 3000.019531
	Iteration 51Q: 3 clusters Score -923639.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -923648.437500 Penalty: 3000.019531
	Iteration 52Q: 3 clusters Score -923648.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -923654.062500 Penalty: 3000.019531
	Iteration 53Q: 3 clusters Score -923654.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -923661.687500 Penalty: 3000.019531
	Iteration 54Q: 3 clusters Score -923661.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -923664.250000 Penalty: 3000.019531
	Iteration 55Q: 3 clusters Score -923664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -923666.437500 Penalty: 3000.019531
	Iteration 56Q: 3 clusters Score -923666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -923667.937500 Penalty: 3000.019531
	Iteration 57Q: 3 clusters Score -923667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -923668.812500 Penalty: 3000.019531
	Iteration 58Q: 3 clusters Score -923668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -923671.937500 Penalty: 3000.019531
	Iteration 59Q: 3 clusters Score -923671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -923673.187500 Penalty: 3000.019531
	Iteration 60F: 3 clusters Score -923673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -923674.375000 Penalty: 3000.019531
	Iteration 61Q: 3 clusters Score -923674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -923676.500000 Penalty: 3000.019531
	Iteration 62Q: 3 clusters Score -923676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -923678.375000 Penalty: 3000.019531
	Iteration 63Q: 3 clusters Score -923678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -923681.437500 Penalty: 3000.019531
	Iteration 64Q: 3 clusters Score -923681.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -923682.250000 Penalty: 3000.019531
	Iteration 65Q: 3 clusters Score -923682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -923681.437500 Penalty: 3000.019531
	Iteration 66Q: 3 clusters Score -923681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -923681.750000 Penalty: 3000.019531
	Iteration 67Q: 3 clusters Score -923681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -923682.687500 Penalty: 3000.019531
	Iteration 68Q: 3 clusters Score -923682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -923683.750000 Penalty: 3000.019531
	Iteration 69Q: 3 clusters Score -923683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -923684.562500 Penalty: 3000.019531
	Iteration 70Q: 3 clusters Score -923684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -923684.562500 Penalty: 3000.019531
	Iteration 71F: 3 clusters Score -923684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Entering Unmasked Estep 
Score: -3735168.250000 Penalty: 1726.590698
	Iteration 0F: 2 clusters Score -3735168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3707670.250000 Penalty: 3453.181396
	Iteration 0F: 3 clusters Score -3707670 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3718049.750000 Penalty: 3453.181396
	Iteration 1F: 3 clusters Score -3718050 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3718368.000000 Penalty: 3453.181396
	Iteration 2Q: 3 clusters Score -3718368 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3718659.750000 Penalty: 3453.181396
	Iteration 3Q: 3 clusters Score -3718660 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3719025.750000 Penalty: 3453.181396
	Iteration 4Q: 3 clusters Score -3719026 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3719531.500000 Penalty: 3453.181396
	Iteration 5Q: 3 clusters Score -3719532 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3720459.000000 Penalty: 3453.181396
	Iteration 6Q: 3 clusters Score -3720459 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3722041.500000 Penalty: 3453.181396
	Iteration 7F: 3 clusters Score -3722042 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3724487.000000 Penalty: 3453.181396
	Iteration 8F: 3 clusters Score -3724487 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3727499.750000 Penalty: 3453.181396
	Iteration 9F: 3 clusters Score -3727500 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -3730032.000000 Penalty: 3453.181396
	Iteration 10F: 3 clusters Score -3730032 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -3731741.750000 Penalty: 3453.181396
	Iteration 11Q: 3 clusters Score -3731742 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -3732774.750000 Penalty: 3453.181396
	Iteration 12Q: 3 clusters Score -3732775 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -3733218.750000 Penalty: 3453.181396
	Iteration 13Q: 3 clusters Score -3733219 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -3733461.250000 Penalty: 3453.181396
	Iteration 14Q: 3 clusters Score -3733461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -3733575.500000 Penalty: 3453.181396
	Iteration 15Q: 3 clusters Score -3733576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -3733620.250000 Penalty: 3453.181396
	Iteration 16Q: 3 clusters Score -3733620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -3733637.750000 Penalty: 3453.181396
	Iteration 17Q: 3 clusters Score -3733638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -3733649.500000 Penalty: 3453.181396
	Iteration 18Q: 3 clusters Score -3733650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -3733655.250000 Penalty: 3453.181396
	Iteration 19Q: 3 clusters Score -3733655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -3733661.500000 Penalty: 3453.181396
	Iteration 20F: 3 clusters Score -3733662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -3733666.250000 Penalty: 3453.181396
	Iteration 21Q: 3 clusters Score -3733666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -3733671.500000 Penalty: 3453.181396
	Iteration 22Q: 3 clusters Score -3733672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -3733682.000000 Penalty: 3453.181396
	Iteration 23Q: 3 clusters Score -3733682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -3733681.000000 Penalty: 3453.181396
	Iteration 24Q: 3 clusters Score -3733681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -3733682.500000 Penalty: 3453.181396
	Iteration 25Q: 3 clusters Score -3733682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -3733683.250000 Penalty: 3453.181396
	Iteration 26Q: 3 clusters Score -3733683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -3733687.750000 Penalty: 3453.181396
	Iteration 27Q: 3 clusters Score -3733688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -3733687.750000 Penalty: 3453.181396
	Iteration 28F: 3 clusters Score -3733688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Entering Unmasked Estep 
Score: -512218.281250 Penalty: 1408.386108
	Iteration 0F: 2 clusters Score -512218.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -507659.062500 Penalty: 2816.772217
	Iteration 0F: 3 clusters Score -507659.1 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -509057.656250 Penalty: 2816.772217
	Iteration 1F: 3 clusters Score -509057.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -509528.250000 Penalty: 2816.772217
	Iteration 2F: 3 clusters Score -509528.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -509981.250000 Penalty: 2816.772217
	Iteration 3F: 3 clusters Score -509981.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -510330.187500 Penalty: 2816.772217
	Iteration 4F: 3 clusters Score -510330.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -510653.531250 Penalty: 2816.772217
	Iteration 5F: 3 clusters Score -510653.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -510897.125000 Penalty: 2816.772217
	Iteration 6F: 3 clusters Score -510897.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -511109.843750 Penalty: 2816.772217
	Iteration 7Q: 3 clusters Score -511109.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -511302.843750 Penalty: 2816.772217
	Iteration 8Q: 3 clusters Score -511302.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -511475.718750 Penalty: 2816.772217
	Iteration 9Q: 3 clusters Score -511475.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -511689.187500 Penalty: 2816.772217
	Iteration 10Q: 3 clusters Score -511689.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -511912.875000 Penalty: 2816.772217
	Iteration 11Q: 3 clusters Score -511912.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -512129.718750 Penalty: 2816.772217
	Iteration 12Q: 3 clusters Score -512129.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -512271.406250 Penalty: 2816.772217
	Iteration 13Q: 3 clusters Score -512271.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -512353.250000 Penalty: 2816.772217
	Iteration 14Q: 3 clusters Score -512353.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -512389.968750 Penalty: 2816.772217
	Iteration 15Q: 3 clusters Score -512390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -512407.687500 Penalty: 2816.772217
	Iteration 16Q: 3 clusters Score -512407.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -512419.125000 Penalty: 2816.772217
	Iteration 17Q: 3 clusters Score -512419.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -512424.156250 Penalty: 2816.772217
	Iteration 18Q: 3 clusters Score -512424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -512427.406250 Penalty: 2816.772217
	Iteration 19Q: 3 clusters Score -512427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -512433.375000 Penalty: 2816.772217
	Iteration 20F: 3 clusters Score -512433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -512445.281250 Penalty: 2816.772217
	Iteration 21Q: 3 clusters Score -512445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -512448.156250 Penalty: 2816.772217
	Iteration 22Q: 3 clusters Score -512448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -512451.781250 Penalty: 2816.772217
	Iteration 23Q: 3 clusters Score -512451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -512454.500000 Penalty: 2816.772217
	Iteration 24Q: 3 clusters Score -512454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -512455.156250 Penalty: 2816.772217
	Iteration 25Q: 3 clusters Score -512455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -512458.406250 Penalty: 2816.772217
	Iteration 26Q: 3 clusters Score -512458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -512459.125000 Penalty: 2816.772217
	Iteration 27Q: 3 clusters Score -512459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -512460.156250 Penalty: 2816.772217
	Iteration 28Q: 3 clusters Score -512460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -512462.343750 Penalty: 2816.772217
	Iteration 29Q: 3 clusters Score -512462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -512464.812500 Penalty: 2816.772217
	Iteration 30Q: 3 clusters Score -512464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -512466.062500 Penalty: 2816.772217
	Iteration 31Q: 3 clusters Score -512466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -512467.625000 Penalty: 2816.772217
	Iteration 32Q: 3 clusters Score -512467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -512469.812500 Penalty: 2816.772217
	Iteration 33Q: 3 clusters Score -512469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -512469.812500 Penalty: 2816.772217
	Iteration 34F: 3 clusters Score -512469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 41158 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 16189 members 
Mstep: Class 7 contains 49727 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189074 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 170498 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 21725 members 
Mstep: Class 24 contains 4848 members 
Entering Unmasked Estep 
Score: -51562844.000000 Penalty: 51736.554688
Splitting cluster 4 changes total score from -51563316.000000 to -51562844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -522465.437500 Penalty: 1411.022583
	Iteration 0F: 2 clusters Score -522465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -517932.875000 Penalty: 2822.045166
	Iteration 0F: 3 clusters Score -517932.9 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -519253.281250 Penalty: 2822.045166
	Iteration 1F: 3 clusters Score -519253.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -519453.375000 Penalty: 2822.045166
	Iteration 2F: 3 clusters Score -519453.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -519600.906250 Penalty: 2822.045166
	Iteration 3F: 3 clusters Score -519600.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -519702.187500 Penalty: 2822.045166
	Iteration 4Q: 3 clusters Score -519702.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -519784.937500 Penalty: 2822.045166
	Iteration 5Q: 3 clusters Score -519784.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -519852.281250 Penalty: 2822.045166
	Iteration 6Q: 3 clusters Score -519852.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -519907.250000 Penalty: 2822.045166
	Iteration 7Q: 3 clusters Score -519907.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -519946.781250 Penalty: 2822.045166
	Iteration 8Q: 3 clusters Score -519946.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -519988.093750 Penalty: 2822.045166
	Iteration 9Q: 3 clusters Score -519988.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -520025.593750 Penalty: 2822.045166
	Iteration 10Q: 3 clusters Score -520025.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -520063.937500 Penalty: 2822.045166
	Iteration 11Q: 3 clusters Score -520063.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -520100.718750 Penalty: 2822.045166
	Iteration 12Q: 3 clusters Score -520100.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -520147.875000 Penalty: 2822.045166
	Iteration 13Q: 3 clusters Score -520147.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -520207.312500 Penalty: 2822.045166
	Iteration 14Q: 3 clusters Score -520207.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -520273.875000 Penalty: 2822.045166
	Iteration 15Q: 3 clusters Score -520273.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -520351.375000 Penalty: 2822.045166
	Iteration 16Q: 3 clusters Score -520351.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -520424.843750 Penalty: 2822.045166
	Iteration 17Q: 3 clusters Score -520424.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -520504.468750 Penalty: 2822.045166
	Iteration 18Q: 3 clusters Score -520504.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -520573.250000 Penalty: 2822.045166
	Iteration 19Q: 3 clusters Score -520573.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -520621.812500 Penalty: 2822.045166
	Iteration 20F: 3 clusters Score -520621.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -520667.250000 Penalty: 2822.045166
	Iteration 21Q: 3 clusters Score -520667.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -520719.343750 Penalty: 2822.045166
	Iteration 22Q: 3 clusters Score -520719.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -520766.156250 Penalty: 2822.045166
	Iteration 23Q: 3 clusters Score -520766.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -520795.343750 Penalty: 2822.045166
	Iteration 24Q: 3 clusters Score -520795.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -520817.156250 Penalty: 2822.045166
	Iteration 25Q: 3 clusters Score -520817.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -520836.156250 Penalty: 2822.045166
	Iteration 26Q: 3 clusters Score -520836.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520851.718750 Penalty: 2822.045166
	Iteration 27Q: 3 clusters Score -520851.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -520864.218750 Penalty: 2822.045166
	Iteration 28Q: 3 clusters Score -520864.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -520882.562500 Penalty: 2822.045166
	Iteration 29Q: 3 clusters Score -520882.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -520900.343750 Penalty: 2822.045166
	Iteration 30Q: 3 clusters Score -520900.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -520912.437500 Penalty: 2822.045166
	Iteration 31Q: 3 clusters Score -520912.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -520919.625000 Penalty: 2822.045166
	Iteration 32Q: 3 clusters Score -520919.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -520927.500000 Penalty: 2822.045166
	Iteration 33Q: 3 clusters Score -520927.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -520932.500000 Penalty: 2822.045166
	Iteration 34Q: 3 clusters Score -520932.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -520943.875000 Penalty: 2822.045166
	Iteration 35Q: 3 clusters Score -520943.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -520950.343750 Penalty: 2822.045166
	Iteration 36Q: 3 clusters Score -520950.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -520960.906250 Penalty: 2822.045166
	Iteration 37Q: 3 clusters Score -520960.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -520972.531250 Penalty: 2822.045166
	Iteration 38Q: 3 clusters Score -520972.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -520984.718750 Penalty: 2822.045166
	Iteration 39Q: 3 clusters Score -520984.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -520995.250000 Penalty: 2822.045166
	Iteration 40F: 3 clusters Score -520995.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -521004.062500 Penalty: 2822.045166
	Iteration 41Q: 3 clusters Score -521004.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -521013.250000 Penalty: 2822.045166
	Iteration 42Q: 3 clusters Score -521013.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -521029.343750 Penalty: 2822.045166
	Iteration 43Q: 3 clusters Score -521029.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -521044.937500 Penalty: 2822.045166
	Iteration 44Q: 3 clusters Score -521044.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -521059.437500 Penalty: 2822.045166
	Iteration 45Q: 3 clusters Score -521059.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -521070.468750 Penalty: 2822.045166
	Iteration 46Q: 3 clusters Score -521070.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -521087.781250 Penalty: 2822.045166
	Iteration 47Q: 3 clusters Score -521087.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -521110.406250 Penalty: 2822.045166
	Iteration 48Q: 3 clusters Score -521110.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -521132.625000 Penalty: 2822.045166
	Iteration 49Q: 3 clusters Score -521132.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -521153.062500 Penalty: 2822.045166
	Iteration 50Q: 3 clusters Score -521153.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -521169.031250 Penalty: 2822.045166
	Iteration 51Q: 3 clusters Score -521169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -521185.406250 Penalty: 2822.045166
	Iteration 52Q: 3 clusters Score -521185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -521197.250000 Penalty: 2822.045166
	Iteration 53Q: 3 clusters Score -521197.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -521209.718750 Penalty: 2822.045166
	Iteration 54Q: 3 clusters Score -521209.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -521223.375000 Penalty: 2822.045166
	Iteration 55Q: 3 clusters Score -521223.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -521236.531250 Penalty: 2822.045166
	Iteration 56Q: 3 clusters Score -521236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -521242.156250 Penalty: 2822.045166
	Iteration 57Q: 3 clusters Score -521242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -521248.125000 Penalty: 2822.045166
	Iteration 58Q: 3 clusters Score -521248.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -521251.468750 Penalty: 2822.045166
	Iteration 59Q: 3 clusters Score -521251.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -521253.687500 Penalty: 2822.045166
	Iteration 60F: 3 clusters Score -521253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -521255.156250 Penalty: 2822.045166
	Iteration 61Q: 3 clusters Score -521255.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -521258.343750 Penalty: 2822.045166
	Iteration 62Q: 3 clusters Score -521258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -521260.062500 Penalty: 2822.045166
	Iteration 63Q: 3 clusters Score -521260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -521260.437500 Penalty: 2822.045166
	Iteration 64Q: 3 clusters Score -521260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -521261.125000 Penalty: 2822.045166
	Iteration 65Q: 3 clusters Score -521261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -521261.625000 Penalty: 2822.045166
	Iteration 66Q: 3 clusters Score -521261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -521262.718750 Penalty: 2822.045166
	Iteration 67Q: 3 clusters Score -521262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -521264.187500 Penalty: 2822.045166
	Iteration 68Q: 3 clusters Score -521264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -521264.468750 Penalty: 2822.045166
	Iteration 69Q: 3 clusters Score -521264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -521264.812500 Penalty: 2822.045166
	Iteration 70Q: 3 clusters Score -521264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -521266.062500 Penalty: 2822.045166
	Iteration 71Q: 3 clusters Score -521266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -521265.968750 Penalty: 2822.045166
	Iteration 72Q: 3 clusters Score -521266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -521265.968750 Penalty: 2822.045166
	Iteration 73F: 3 clusters Score -521266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Entering Unmasked Estep 
Score: -1434537.000000 Penalty: 1574.964111
	Iteration 0F: 2 clusters Score -1434537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1423459.875000 Penalty: 3149.928223
	Iteration 0F: 3 clusters Score -1423460 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1427653.500000 Penalty: 3149.928223
	Iteration 1F: 3 clusters Score -1427654 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1428274.750000 Penalty: 3149.928223
	Iteration 2F: 3 clusters Score -1428275 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1428928.500000 Penalty: 3149.928223
	Iteration 3F: 3 clusters Score -1428928 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1429638.250000 Penalty: 3149.928223
	Iteration 4F: 3 clusters Score -1429638 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1430402.500000 Penalty: 3149.928223
	Iteration 5F: 3 clusters Score -1430402 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1431131.250000 Penalty: 3149.928223
	Iteration 6F: 3 clusters Score -1431131 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1431723.875000 Penalty: 3149.928223
	Iteration 7F: 3 clusters Score -1431724 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1432217.625000 Penalty: 3149.928223
	Iteration 8Q: 3 clusters Score -1432218 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1432523.750000 Penalty: 3149.928223
	Iteration 9Q: 3 clusters Score -1432524 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1432775.250000 Penalty: 3149.928223
	Iteration 10Q: 3 clusters Score -1432775 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1432985.000000 Penalty: 3149.928223
	Iteration 11Q: 3 clusters Score -1432985 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1433140.500000 Penalty: 3149.928223
	Iteration 12Q: 3 clusters Score -1433140 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1433276.875000 Penalty: 3149.928223
	Iteration 13Q: 3 clusters Score -1433277 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1433380.750000 Penalty: 3149.928223
	Iteration 14Q: 3 clusters Score -1433381 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1433487.500000 Penalty: 3149.928223
	Iteration 15Q: 3 clusters Score -1433488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1433579.500000 Penalty: 3149.928223
	Iteration 16Q: 3 clusters Score -1433580 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1433666.125000 Penalty: 3149.928223
	Iteration 17Q: 3 clusters Score -1433666 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1433759.250000 Penalty: 3149.928223
	Iteration 18Q: 3 clusters Score -1433759 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1433830.125000 Penalty: 3149.928223
	Iteration 19Q: 3 clusters Score -1433830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1433878.625000 Penalty: 3149.928223
	Iteration 20F: 3 clusters Score -1433879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1433900.250000 Penalty: 3149.928223
	Iteration 21Q: 3 clusters Score -1433900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1433916.125000 Penalty: 3149.928223
	Iteration 22Q: 3 clusters Score -1433916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1433929.875000 Penalty: 3149.928223
	Iteration 23Q: 3 clusters Score -1433930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1433936.500000 Penalty: 3149.928223
	Iteration 24Q: 3 clusters Score -1433936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1433945.375000 Penalty: 3149.928223
	Iteration 25Q: 3 clusters Score -1433945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1433948.750000 Penalty: 3149.928223
	Iteration 26Q: 3 clusters Score -1433949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1433951.250000 Penalty: 3149.928223
	Iteration 27Q: 3 clusters Score -1433951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1433955.125000 Penalty: 3149.928223
	Iteration 28Q: 3 clusters Score -1433955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1433959.625000 Penalty: 3149.928223
	Iteration 29Q: 3 clusters Score -1433960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1433958.000000 Penalty: 3149.928223
	Iteration 30Q: 3 clusters Score -1433958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1433962.625000 Penalty: 3149.928223
	Iteration 31Q: 3 clusters Score -1433963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1433966.625000 Penalty: 3149.928223
	Iteration 32Q: 3 clusters Score -1433967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1433972.500000 Penalty: 3149.928223
	Iteration 33Q: 3 clusters Score -1433972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1433973.500000 Penalty: 3149.928223
	Iteration 34Q: 3 clusters Score -1433974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1433973.250000 Penalty: 3149.928223
	Iteration 35Q: 3 clusters Score -1433973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1433976.500000 Penalty: 3149.928223
	Iteration 36Q: 3 clusters Score -1433976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1433975.875000 Penalty: 3149.928223
	Iteration 37Q: 3 clusters Score -1433976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1433978.750000 Penalty: 3149.928223
	Iteration 38Q: 3 clusters Score -1433979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1433985.250000 Penalty: 3149.928223
	Iteration 39Q: 3 clusters Score -1433985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1433985.250000 Penalty: 3149.928223
	Iteration 40F: 3 clusters Score -1433985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1433986.625000 Penalty: 3149.928223
	Iteration 41Q: 3 clusters Score -1433987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1433987.875000 Penalty: 3149.928223
	Iteration 42Q: 3 clusters Score -1433988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1433986.500000 Penalty: 3149.928223
	Iteration 43Q: 3 clusters Score -1433986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1433985.750000 Penalty: 3149.928223
	Iteration 44Q: 3 clusters Score -1433986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1433987.000000 Penalty: 3149.928223
	Iteration 45Q: 3 clusters Score -1433987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1433987.375000 Penalty: 3149.928223
	Iteration 46Q: 3 clusters Score -1433987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1433987.375000 Penalty: 3149.928223
	Iteration 47F: 3 clusters Score -1433987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Entering Unmasked Estep 
Score: -4619801.500000 Penalty: 1757.324341
	Iteration 0F: 2 clusters Score -4619802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -4586584.500000 Penalty: 3514.648682
	Iteration 0F: 3 clusters Score -4586584 nChanged 23445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -4599943.000000 Penalty: 3514.648682
	Iteration 1F: 3 clusters Score -4599943 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4600731.000000 Penalty: 3514.648682
	Iteration 2Q: 3 clusters Score -4600731 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4601878.000000 Penalty: 3514.648682
	Iteration 3F: 3 clusters Score -4601878 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4603670.500000 Penalty: 3514.648682
	Iteration 4F: 3 clusters Score -4603670 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4606452.500000 Penalty: 3514.648682
	Iteration 5F: 3 clusters Score -4606452 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4610079.000000 Penalty: 3514.648682
	Iteration 6F: 3 clusters Score -4610079 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -4613578.000000 Penalty: 3514.648682
	Iteration 7F: 3 clusters Score -4613578 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -4615999.500000 Penalty: 3514.648682
	Iteration 8F: 3 clusters Score -4616000 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -4617238.500000 Penalty: 3514.648682
	Iteration 9Q: 3 clusters Score -4617238 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -4617826.500000 Penalty: 3514.648682
	Iteration 10Q: 3 clusters Score -4617826 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -4618041.000000 Penalty: 3514.648682
	Iteration 11Q: 3 clusters Score -4618041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -4618135.500000 Penalty: 3514.648682
	Iteration 12Q: 3 clusters Score -4618136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -4618193.500000 Penalty: 3514.648682
	Iteration 13Q: 3 clusters Score -4618194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -4618220.500000 Penalty: 3514.648682
	Iteration 14Q: 3 clusters Score -4618220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -4618224.000000 Penalty: 3514.648682
	Iteration 15Q: 3 clusters Score -4618224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -4618231.500000 Penalty: 3514.648682
	Iteration 16Q: 3 clusters Score -4618232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -4618236.500000 Penalty: 3514.648682
	Iteration 17Q: 3 clusters Score -4618236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -4618236.000000 Penalty: 3514.648682
	Iteration 18Q: 3 clusters Score -4618236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -4618243.000000 Penalty: 3514.648682
	Iteration 19Q: 3 clusters Score -4618243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -4618243.000000 Penalty: 3514.648682
	Iteration 20F: 3 clusters Score -4618243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -4618245.500000 Penalty: 3514.648682
	Iteration 21Q: 3 clusters Score -4618246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -4618249.000000 Penalty: 3514.648682
	Iteration 22Q: 3 clusters Score -4618249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -4618255.000000 Penalty: 3514.648682
	Iteration 23Q: 3 clusters Score -4618255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -4618257.500000 Penalty: 3514.648682
	Iteration 24Q: 3 clusters Score -4618258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -4618263.500000 Penalty: 3514.648682
	Iteration 25Q: 3 clusters Score -4618264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -4618264.500000 Penalty: 3514.648682
	Iteration 26Q: 3 clusters Score -4618264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -4618264.500000 Penalty: 3514.648682
	Iteration 27F: 3 clusters Score -4618264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -162201.250000 Penalty: 1217.211060
	Iteration 0F: 2 clusters Score -162201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160266.140625 Penalty: 2434.422119
	Iteration 0F: 3 clusters Score -160266.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -160713.015625 Penalty: 2434.422119
	Iteration 1F: 3 clusters Score -160713 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -160799.140625 Penalty: 2434.422119
	Iteration 2F: 3 clusters Score -160799.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160844.000000 Penalty: 2434.422119
	Iteration 3Q: 3 clusters Score -160844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160882.671875 Penalty: 2434.422119
	Iteration 4Q: 3 clusters Score -160882.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -160906.531250 Penalty: 2434.422119
	Iteration 5Q: 3 clusters Score -160906.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -160929.375000 Penalty: 2434.422119
	Iteration 6Q: 3 clusters Score -160929.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160950.656250 Penalty: 2434.422119
	Iteration 7Q: 3 clusters Score -160950.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160968.875000 Penalty: 2434.422119
	Iteration 8Q: 3 clusters Score -160968.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160977.765625 Penalty: 2434.422119
	Iteration 9Q: 3 clusters Score -160977.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -160986.968750 Penalty: 2434.422119
	Iteration 10Q: 3 clusters Score -160987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160995.937500 Penalty: 2434.422119
	Iteration 11Q: 3 clusters Score -160995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -161000.421875 Penalty: 2434.422119
	Iteration 12Q: 3 clusters Score -161000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -161003.406250 Penalty: 2434.422119
	Iteration 13Q: 3 clusters Score -161003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161003.890625 Penalty: 2434.422119
	Iteration 14Q: 3 clusters Score -161003.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161004.250000 Penalty: 2434.422119
	Iteration 15Q: 3 clusters Score -161004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -161004.265625 Penalty: 2434.422119
	Iteration 16Q: 3 clusters Score -161004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161004.609375 Penalty: 2434.422119
	Iteration 17Q: 3 clusters Score -161004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161004.609375 Penalty: 2434.422119
	Iteration 18F: 3 clusters Score -161004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Entering Unmasked Estep 
Score: -575928.875000 Penalty: 1422.037354
	Iteration 0F: 2 clusters Score -575928.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -571102.125000 Penalty: 2844.074707
	Iteration 0F: 3 clusters Score -571102.1 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -572513.187500 Penalty: 2844.074707
	Iteration 1F: 3 clusters Score -572513.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -572726.875000 Penalty: 2844.074707
	Iteration 2F: 3 clusters Score -572726.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -572876.000000 Penalty: 2844.074707
	Iteration 3F: 3 clusters Score -572876 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -573007.562500 Penalty: 2844.074707
	Iteration 4Q: 3 clusters Score -573007.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -573175.625000 Penalty: 2844.074707
	Iteration 5Q: 3 clusters Score -573175.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -573335.500000 Penalty: 2844.074707
	Iteration 6Q: 3 clusters Score -573335.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -573485.687500 Penalty: 2844.074707
	Iteration 7Q: 3 clusters Score -573485.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -573646.312500 Penalty: 2844.074707
	Iteration 8Q: 3 clusters Score -573646.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -573794.062500 Penalty: 2844.074707
	Iteration 9Q: 3 clusters Score -573794.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -573972.187500 Penalty: 2844.074707
	Iteration 10Q: 3 clusters Score -573972.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -574173.750000 Penalty: 2844.074707
	Iteration 11Q: 3 clusters Score -574173.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -574332.125000 Penalty: 2844.074707
	Iteration 12Q: 3 clusters Score -574332.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -574435.687500 Penalty: 2844.074707
	Iteration 13Q: 3 clusters Score -574435.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -574508.125000 Penalty: 2844.074707
	Iteration 14Q: 3 clusters Score -574508.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -574561.375000 Penalty: 2844.074707
	Iteration 15Q: 3 clusters Score -574561.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -574594.625000 Penalty: 2844.074707
	Iteration 16Q: 3 clusters Score -574594.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -574613.812500 Penalty: 2844.074707
	Iteration 17Q: 3 clusters Score -574613.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -574627.750000 Penalty: 2844.074707
	Iteration 18Q: 3 clusters Score -574627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -574637.125000 Penalty: 2844.074707
	Iteration 19Q: 3 clusters Score -574637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -574645.500000 Penalty: 2844.074707
	Iteration 20F: 3 clusters Score -574645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -574652.937500 Penalty: 2844.074707
	Iteration 21Q: 3 clusters Score -574652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -574658.875000 Penalty: 2844.074707
	Iteration 22Q: 3 clusters Score -574658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -574661.375000 Penalty: 2844.074707
	Iteration 23Q: 3 clusters Score -574661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -574662.937500 Penalty: 2844.074707
	Iteration 24Q: 3 clusters Score -574662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -574665.250000 Penalty: 2844.074707
	Iteration 25Q: 3 clusters Score -574665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -574668.312500 Penalty: 2844.074707
	Iteration 26Q: 3 clusters Score -574668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -574671.312500 Penalty: 2844.074707
	Iteration 27Q: 3 clusters Score -574671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -574671.625000 Penalty: 2844.074707
	Iteration 28Q: 3 clusters Score -574671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -574675.125000 Penalty: 2844.074707
	Iteration 29Q: 3 clusters Score -574675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -574679.875000 Penalty: 2844.074707
	Iteration 30Q: 3 clusters Score -574679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -574679.875000 Penalty: 2844.074707
	Iteration 31F: 3 clusters Score -574679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -206636.343750 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -206636.3 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 1297 members 
Entering Unmasked Estep 
Score: -204273.390625 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -204273.4 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -205215.250000 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -205215.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -205655.234375 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -205655.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -206176.296875 Penalty: 2554.810791
	Iteration 3F: 3 clusters Score -206176.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -206614.546875 Penalty: 2554.810791
	Iteration 4F: 3 clusters Score -206614.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -206861.578125 Penalty: 2554.810791
	Iteration 5F: 3 clusters Score -206861.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -206989.906250 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -206989.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -207091.953125 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -207092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -207155.265625 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -207155.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207198.750000 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -207198.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207248.578125 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -207248.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -207307.921875 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -207307.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -207352.093750 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -207352.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -207378.906250 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -207378.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -207403.531250 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -207403.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -207421.031250 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -207421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -207427.156250 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -207427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -207429.578125 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -207429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -207431.765625 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -207431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -207432.421875 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -207432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -207432.640625 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -207432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -207433.921875 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -207433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -207437.875000 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -207437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -207439.750000 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -207439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -207441.406250 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -207441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207442.281250 Penalty: 2554.810791
	Iteration 25Q: 3 clusters Score -207442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207442.281250 Penalty: 2554.810791
	Iteration 26F: 3 clusters Score -207442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 41158 members 
Mstep: Class 4 contains 5808 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 16189 members 
Mstep: Class 7 contains 49727 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189074 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 170498 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 21725 members 
Mstep: Class 24 contains 1014 members 
Entering Unmasked Estep 
Score: -51563352.000000 Penalty: 51736.554688
Splitting cluster 10 changes total score from -51563316.000000 to -51563352.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -272997.312500 Penalty: 1292.013916
	Iteration 0F: 2 clusters Score -272997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -270334.093750 Penalty: 2584.027832
	Iteration 0F: 3 clusters Score -270334.1 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -270931.718750 Penalty: 2584.027832
	Iteration 1F: 3 clusters Score -270931.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -271044.625000 Penalty: 2584.027832
	Iteration 2F: 3 clusters Score -271044.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -271099.312500 Penalty: 2584.027832
	Iteration 3Q: 3 clusters Score -271099.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -271140.625000 Penalty: 2584.027832
	Iteration 4Q: 3 clusters Score -271140.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -271185.000000 Penalty: 2584.027832
	Iteration 5Q: 3 clusters Score -271185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -271224.718750 Penalty: 2584.027832
	Iteration 6Q: 3 clusters Score -271224.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -271254.625000 Penalty: 2584.027832
	Iteration 7Q: 3 clusters Score -271254.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -271283.750000 Penalty: 2584.027832
	Iteration 8Q: 3 clusters Score -271283.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -271315.531250 Penalty: 2584.027832
	Iteration 9Q: 3 clusters Score -271315.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -271345.687500 Penalty: 2584.027832
	Iteration 10Q: 3 clusters Score -271345.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -271366.937500 Penalty: 2584.027832
	Iteration 11Q: 3 clusters Score -271366.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -271386.906250 Penalty: 2584.027832
	Iteration 12Q: 3 clusters Score -271386.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -271412.875000 Penalty: 2584.027832
	Iteration 13Q: 3 clusters Score -271412.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -271439.500000 Penalty: 2584.027832
	Iteration 14Q: 3 clusters Score -271439.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -271474.312500 Penalty: 2584.027832
	Iteration 15Q: 3 clusters Score -271474.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -271506.687500 Penalty: 2584.027832
	Iteration 16Q: 3 clusters Score -271506.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -271531.656250 Penalty: 2584.027832
	Iteration 17Q: 3 clusters Score -271531.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -271554.125000 Penalty: 2584.027832
	Iteration 18Q: 3 clusters Score -271554.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -271578.687500 Penalty: 2584.027832
	Iteration 19Q: 3 clusters Score -271578.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -271597.156250 Penalty: 2584.027832
	Iteration 20F: 3 clusters Score -271597.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -271607.625000 Penalty: 2584.027832
	Iteration 21Q: 3 clusters Score -271607.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -271617.687500 Penalty: 2584.027832
	Iteration 22Q: 3 clusters Score -271617.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -271630.187500 Penalty: 2584.027832
	Iteration 23Q: 3 clusters Score -271630.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -271641.937500 Penalty: 2584.027832
	Iteration 24Q: 3 clusters Score -271641.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -271653.593750 Penalty: 2584.027832
	Iteration 25Q: 3 clusters Score -271653.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -271660.593750 Penalty: 2584.027832
	Iteration 26Q: 3 clusters Score -271660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -271666.312500 Penalty: 2584.027832
	Iteration 27Q: 3 clusters Score -271666.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -271672.062500 Penalty: 2584.027832
	Iteration 28Q: 3 clusters Score -271672.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -271681.187500 Penalty: 2584.027832
	Iteration 29Q: 3 clusters Score -271681.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -271688.093750 Penalty: 2584.027832
	Iteration 30Q: 3 clusters Score -271688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -271693.687500 Penalty: 2584.027832
	Iteration 31Q: 3 clusters Score -271693.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -271701.343750 Penalty: 2584.027832
	Iteration 32Q: 3 clusters Score -271701.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -271709.781250 Penalty: 2584.027832
	Iteration 33Q: 3 clusters Score -271709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -271714.218750 Penalty: 2584.027832
	Iteration 34Q: 3 clusters Score -271714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -271722.000000 Penalty: 2584.027832
	Iteration 35Q: 3 clusters Score -271722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -271729.875000 Penalty: 2584.027832
	Iteration 36Q: 3 clusters Score -271729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -271737.281250 Penalty: 2584.027832
	Iteration 37Q: 3 clusters Score -271737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -271743.062500 Penalty: 2584.027832
	Iteration 38Q: 3 clusters Score -271743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -271746.250000 Penalty: 2584.027832
	Iteration 39Q: 3 clusters Score -271746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -271751.312500 Penalty: 2584.027832
	Iteration 40F: 3 clusters Score -271751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -271756.687500 Penalty: 2584.027832
	Iteration 41Q: 3 clusters Score -271756.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -271767.500000 Penalty: 2584.027832
	Iteration 42Q: 3 clusters Score -271767.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -271778.343750 Penalty: 2584.027832
	Iteration 43Q: 3 clusters Score -271778.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -271789.281250 Penalty: 2584.027832
	Iteration 44Q: 3 clusters Score -271789.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -271804.375000 Penalty: 2584.027832
	Iteration 45Q: 3 clusters Score -271804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -271815.625000 Penalty: 2584.027832
	Iteration 46Q: 3 clusters Score -271815.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -271828.406250 Penalty: 2584.027832
	Iteration 47Q: 3 clusters Score -271828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -271838.437500 Penalty: 2584.027832
	Iteration 48Q: 3 clusters Score -271838.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -271849.062500 Penalty: 2584.027832
	Iteration 49Q: 3 clusters Score -271849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -271858.718750 Penalty: 2584.027832
	Iteration 50Q: 3 clusters Score -271858.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -271865.375000 Penalty: 2584.027832
	Iteration 51Q: 3 clusters Score -271865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -271868.375000 Penalty: 2584.027832
	Iteration 52Q: 3 clusters Score -271868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -271870.281250 Penalty: 2584.027832
	Iteration 53Q: 3 clusters Score -271870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -271871.625000 Penalty: 2584.027832
	Iteration 54Q: 3 clusters Score -271871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -271873.250000 Penalty: 2584.027832
	Iteration 55Q: 3 clusters Score -271873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -271873.250000 Penalty: 2584.027832
	Iteration 56F: 3 clusters Score -271873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -881506.937500 Penalty: 1485.532715
	Iteration 0F: 2 clusters Score -881506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -874792.812500 Penalty: 2971.065430
	Iteration 0F: 3 clusters Score -874792.8 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -876912.812500 Penalty: 2971.065430
	Iteration 1F: 3 clusters Score -876912.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -877154.000000 Penalty: 2971.065430
	Iteration 2F: 3 clusters Score -877154 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -877370.562500 Penalty: 2971.065430
	Iteration 3Q: 3 clusters Score -877370.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -877589.187500 Penalty: 2971.065430
	Iteration 4Q: 3 clusters Score -877589.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -877831.000000 Penalty: 2971.065430
	Iteration 5F: 3 clusters Score -877831 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -878104.875000 Penalty: 2971.065430
	Iteration 6F: 3 clusters Score -878104.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -878425.812500 Penalty: 2971.065430
	Iteration 7F: 3 clusters Score -878425.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -878780.312500 Penalty: 2971.065430
	Iteration 8F: 3 clusters Score -878780.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -879155.250000 Penalty: 2971.065430
	Iteration 9Q: 3 clusters Score -879155.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -879552.125000 Penalty: 2971.065430
	Iteration 10Q: 3 clusters Score -879552.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -879876.500000 Penalty: 2971.065430
	Iteration 11Q: 3 clusters Score -879876.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -880082.500000 Penalty: 2971.065430
	Iteration 12Q: 3 clusters Score -880082.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -880199.250000 Penalty: 2971.065430
	Iteration 13Q: 3 clusters Score -880199.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -880252.250000 Penalty: 2971.065430
	Iteration 14Q: 3 clusters Score -880252.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -880287.687500 Penalty: 2971.065430
	Iteration 15Q: 3 clusters Score -880287.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -880307.000000 Penalty: 2971.065430
	Iteration 16Q: 3 clusters Score -880307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -880321.500000 Penalty: 2971.065430
	Iteration 17Q: 3 clusters Score -880321.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -880329.375000 Penalty: 2971.065430
	Iteration 18Q: 3 clusters Score -880329.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -880335.937500 Penalty: 2971.065430
	Iteration 19Q: 3 clusters Score -880335.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -880340.437500 Penalty: 2971.065430
	Iteration 20F: 3 clusters Score -880340.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -880345.187500 Penalty: 2971.065430
	Iteration 21Q: 3 clusters Score -880345.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -880350.812500 Penalty: 2971.065430
	Iteration 22Q: 3 clusters Score -880350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -880354.000000 Penalty: 2971.065430
	Iteration 23Q: 3 clusters Score -880354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -880356.187500 Penalty: 2971.065430
	Iteration 24Q: 3 clusters Score -880356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -880357.625000 Penalty: 2971.065430
	Iteration 25Q: 3 clusters Score -880357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -880359.937500 Penalty: 2971.065430
	Iteration 26Q: 3 clusters Score -880359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -880359.937500 Penalty: 2971.065430
	Iteration 27Q: 3 clusters Score -880359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -880362.375000 Penalty: 2971.065430
	Iteration 28Q: 3 clusters Score -880362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -880363.312500 Penalty: 2971.065430
	Iteration 29Q: 3 clusters Score -880363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -880361.937500 Penalty: 2971.065430
	Iteration 30Q: 3 clusters Score -880361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -880362.562500 Penalty: 2971.065430
	Iteration 31Q: 3 clusters Score -880362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -880363.875000 Penalty: 2971.065430
	Iteration 32Q: 3 clusters Score -880363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -880364.812500 Penalty: 2971.065430
	Iteration 33Q: 3 clusters Score -880364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -880365.375000 Penalty: 2971.065430
	Iteration 34Q: 3 clusters Score -880365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -880367.000000 Penalty: 2971.065430
	Iteration 35Q: 3 clusters Score -880367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -880366.500000 Penalty: 2971.065430
	Iteration 36Q: 3 clusters Score -880366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -880367.375000 Penalty: 2971.065430
	Iteration 37Q: 3 clusters Score -880367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -880367.812500 Penalty: 2971.065430
	Iteration 38Q: 3 clusters Score -880367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -880369.125000 Penalty: 2971.065430
	Iteration 39Q: 3 clusters Score -880369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -880369.125000 Penalty: 2971.065430
	Iteration 40F: 3 clusters Score -880369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -413649.937500 Penalty: 1373.018188
	Iteration 0F: 2 clusters Score -413649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -409928.375000 Penalty: 2746.036377
	Iteration 0F: 3 clusters Score -409928.4 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -411057.937500 Penalty: 2746.036377
	Iteration 1F: 3 clusters Score -411057.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -411515.531250 Penalty: 2746.036377
	Iteration 2F: 3 clusters Score -411515.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -412065.343750 Penalty: 2746.036377
	Iteration 3F: 3 clusters Score -412065.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -412598.625000 Penalty: 2746.036377
	Iteration 4F: 3 clusters Score -412598.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -412964.906250 Penalty: 2746.036377
	Iteration 5F: 3 clusters Score -412964.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -413188.093750 Penalty: 2746.036377
	Iteration 6F: 3 clusters Score -413188.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -413323.906250 Penalty: 2746.036377
	Iteration 7Q: 3 clusters Score -413323.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -413401.843750 Penalty: 2746.036377
	Iteration 8Q: 3 clusters Score -413401.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -413445.562500 Penalty: 2746.036377
	Iteration 9Q: 3 clusters Score -413445.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -413466.812500 Penalty: 2746.036377
	Iteration 10Q: 3 clusters Score -413466.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -413484.468750 Penalty: 2746.036377
	Iteration 11Q: 3 clusters Score -413484.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -413500.812500 Penalty: 2746.036377
	Iteration 12Q: 3 clusters Score -413500.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -413508.062500 Penalty: 2746.036377
	Iteration 13Q: 3 clusters Score -413508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -413513.437500 Penalty: 2746.036377
	Iteration 14Q: 3 clusters Score -413513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -413515.125000 Penalty: 2746.036377
	Iteration 15Q: 3 clusters Score -413515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -413518.812500 Penalty: 2746.036377
	Iteration 16Q: 3 clusters Score -413518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -413520.156250 Penalty: 2746.036377
	Iteration 17Q: 3 clusters Score -413520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -413522.531250 Penalty: 2746.036377
	Iteration 18Q: 3 clusters Score -413522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -413523.062500 Penalty: 2746.036377
	Iteration 19Q: 3 clusters Score -413523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -413523.593750 Penalty: 2746.036377
	Iteration 20F: 3 clusters Score -413523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -413523.062500 Penalty: 2746.036377
	Iteration 21Q: 3 clusters Score -413523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -413523.062500 Penalty: 2746.036377
	Iteration 22F: 3 clusters Score -413523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -421966.406250 Penalty: 1377.613281
	Iteration 0F: 2 clusters Score -421966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -418133.000000 Penalty: 2755.226562
	Iteration 0F: 3 clusters Score -418133 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -419176.593750 Penalty: 2755.226562
	Iteration 1F: 3 clusters Score -419176.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -419422.000000 Penalty: 2755.226562
	Iteration 2F: 3 clusters Score -419422 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -419600.687500 Penalty: 2755.226562
	Iteration 3F: 3 clusters Score -419600.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -419757.312500 Penalty: 2755.226562
	Iteration 4Q: 3 clusters Score -419757.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -419905.812500 Penalty: 2755.226562
	Iteration 5Q: 3 clusters Score -419905.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -420056.187500 Penalty: 2755.226562
	Iteration 6Q: 3 clusters Score -420056.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -420199.125000 Penalty: 2755.226562
	Iteration 7Q: 3 clusters Score -420199.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -420314.906250 Penalty: 2755.226562
	Iteration 8Q: 3 clusters Score -420314.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -420416.218750 Penalty: 2755.226562
	Iteration 9Q: 3 clusters Score -420416.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -420507.937500 Penalty: 2755.226562
	Iteration 10Q: 3 clusters Score -420507.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -420584.625000 Penalty: 2755.226562
	Iteration 11Q: 3 clusters Score -420584.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -420633.093750 Penalty: 2755.226562
	Iteration 12Q: 3 clusters Score -420633.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -420659.687500 Penalty: 2755.226562
	Iteration 13Q: 3 clusters Score -420659.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -420672.437500 Penalty: 2755.226562
	Iteration 14Q: 3 clusters Score -420672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -420684.187500 Penalty: 2755.226562
	Iteration 15Q: 3 clusters Score -420684.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -420692.250000 Penalty: 2755.226562
	Iteration 16Q: 3 clusters Score -420692.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -420696.968750 Penalty: 2755.226562
	Iteration 17Q: 3 clusters Score -420697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -420697.250000 Penalty: 2755.226562
	Iteration 18Q: 3 clusters Score -420697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -420699.625000 Penalty: 2755.226562
	Iteration 19Q: 3 clusters Score -420699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420700.687500 Penalty: 2755.226562
	Iteration 20F: 3 clusters Score -420700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420700.656250 Penalty: 2755.226562
	Iteration 21Q: 3 clusters Score -420700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -420701.312500 Penalty: 2755.226562
	Iteration 22Q: 3 clusters Score -420701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -420701.375000 Penalty: 2755.226562
	Iteration 23Q: 3 clusters Score -420701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420701.531250 Penalty: 2755.226562
	Iteration 24Q: 3 clusters Score -420701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -420702.500000 Penalty: 2755.226562
	Iteration 25Q: 3 clusters Score -420702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -420703.000000 Penalty: 2755.226562
	Iteration 26Q: 3 clusters Score -420703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -420704.875000 Penalty: 2755.226562
	Iteration 27Q: 3 clusters Score -420704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -420704.468750 Penalty: 2755.226562
	Iteration 28Q: 3 clusters Score -420704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -420704.468750 Penalty: 2755.226562
	Iteration 29F: 3 clusters Score -420704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (189074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189074 members 
Entering Unmasked Estep 
Score: -17737974.000000 Penalty: 1974.357788
	Iteration 0F: 2 clusters Score -1.773797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -17611444.000000 Penalty: 3948.715576
	Iteration 0F: 3 clusters Score -1.761144e+07 nChanged 91338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -17665668.000000 Penalty: 3948.715576
	Iteration 1F: 3 clusters Score -1.766567e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -17667108.000000 Penalty: 3948.715576
	Iteration 2Q: 3 clusters Score -1.766711e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -17669100.000000 Penalty: 3948.715576
	Iteration 3Q: 3 clusters Score -1.76691e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -17671642.000000 Penalty: 3948.715576
	Iteration 4Q: 3 clusters Score -1.767164e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -17675144.000000 Penalty: 3948.715576
	Iteration 5Q: 3 clusters Score -1.767514e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -17679820.000000 Penalty: 3948.715576
	Iteration 6F: 3 clusters Score -1.767982e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112722 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -17685148.000000 Penalty: 3948.715576
	Iteration 7F: 3 clusters Score -1.768515e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118468 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -17691322.000000 Penalty: 3948.715576
	Iteration 8F: 3 clusters Score -1.769132e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -17698012.000000 Penalty: 3948.715576
	Iteration 9F: 3 clusters Score -1.769801e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129516 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -17703906.000000 Penalty: 3948.715576
	Iteration 10F: 3 clusters Score -1.770391e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134051 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -17708382.000000 Penalty: 3948.715576
	Iteration 11Q: 3 clusters Score -1.770838e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137987 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -17711330.000000 Penalty: 3948.715576
	Iteration 12Q: 3 clusters Score -1.771133e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141757 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -17713390.000000 Penalty: 3948.715576
	Iteration 13Q: 3 clusters Score -1.771339e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -17715244.000000 Penalty: 3948.715576
	Iteration 14Q: 3 clusters Score -1.771524e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -17717254.000000 Penalty: 3948.715576
	Iteration 15Q: 3 clusters Score -1.771725e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -17719318.000000 Penalty: 3948.715576
	Iteration 16Q: 3 clusters Score -1.771932e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -17721256.000000 Penalty: 3948.715576
	Iteration 17Q: 3 clusters Score -1.772126e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160831 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -17723056.000000 Penalty: 3948.715576
	Iteration 18Q: 3 clusters Score -1.772306e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164230 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -17725064.000000 Penalty: 3948.715576
	Iteration 19Q: 3 clusters Score -1.772506e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -17726950.000000 Penalty: 3948.715576
	Iteration 20F: 3 clusters Score -1.772695e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -17728664.000000 Penalty: 3948.715576
	Iteration 21Q: 3 clusters Score -1.772866e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172632 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -17730262.000000 Penalty: 3948.715576
	Iteration 22Q: 3 clusters Score -1.773026e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174811 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -17731624.000000 Penalty: 3948.715576
	Iteration 23Q: 3 clusters Score -1.773162e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -17732986.000000 Penalty: 3948.715576
	Iteration 24Q: 3 clusters Score -1.773299e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178068 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -17734276.000000 Penalty: 3948.715576
	Iteration 25Q: 3 clusters Score -1.773428e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179199 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -17735066.000000 Penalty: 3948.715576
	Iteration 26Q: 3 clusters Score -1.773507e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180091 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -17735566.000000 Penalty: 3948.715576
	Iteration 27Q: 3 clusters Score -1.773557e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180819 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -17735844.000000 Penalty: 3948.715576
	Iteration 28Q: 3 clusters Score -1.773584e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -17736058.000000 Penalty: 3948.715576
	Iteration 29Q: 3 clusters Score -1.773606e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181979 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -17736242.000000 Penalty: 3948.715576
	Iteration 30Q: 3 clusters Score -1.773624e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182456 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -17736386.000000 Penalty: 3948.715576
	Iteration 31Q: 3 clusters Score -1.773639e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182896 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -17736578.000000 Penalty: 3948.715576
	Iteration 32Q: 3 clusters Score -1.773658e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183282 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -17736712.000000 Penalty: 3948.715576
	Iteration 33Q: 3 clusters Score -1.773671e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183635 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -17736802.000000 Penalty: 3948.715576
	Iteration 34Q: 3 clusters Score -1.77368e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183917 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -17736820.000000 Penalty: 3948.715576
	Iteration 35Q: 3 clusters Score -1.773682e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184161 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -17736844.000000 Penalty: 3948.715576
	Iteration 36Q: 3 clusters Score -1.773684e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184359 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -17736874.000000 Penalty: 3948.715576
	Iteration 37Q: 3 clusters Score -1.773687e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -17736932.000000 Penalty: 3948.715576
	Iteration 38Q: 3 clusters Score -1.773693e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184704 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -17736976.000000 Penalty: 3948.715576
	Iteration 39Q: 3 clusters Score -1.773698e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184832 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -17736976.000000 Penalty: 3948.715576
	Iteration 40F: 3 clusters Score -1.773698e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184944 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -17736990.000000 Penalty: 3948.715576
	Iteration 41Q: 3 clusters Score -1.773699e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185054 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -17737012.000000 Penalty: 3948.715576
	Iteration 42Q: 3 clusters Score -1.773701e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185155 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -17737068.000000 Penalty: 3948.715576
	Iteration 43Q: 3 clusters Score -1.773707e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185264 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -17737094.000000 Penalty: 3948.715576
	Iteration 44Q: 3 clusters Score -1.773709e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185371 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -17737116.000000 Penalty: 3948.715576
	Iteration 45Q: 3 clusters Score -1.773712e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185467 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -17737110.000000 Penalty: 3948.715576
	Iteration 46Q: 3 clusters Score -1.773711e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185563 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -17737104.000000 Penalty: 3948.715576
	Iteration 47Q: 3 clusters Score -1.77371e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185645 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -17737120.000000 Penalty: 3948.715576
	Iteration 48Q: 3 clusters Score -1.773712e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -17737114.000000 Penalty: 3948.715576
	Iteration 49Q: 3 clusters Score -1.773711e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185769 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -17737114.000000 Penalty: 3948.715576
	Iteration 50Q: 3 clusters Score -1.773711e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185817 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -17737150.000000 Penalty: 3948.715576
	Iteration 51Q: 3 clusters Score -1.773715e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185855 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -17737164.000000 Penalty: 3948.715576
	Iteration 52Q: 3 clusters Score -1.773716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185892 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -17737150.000000 Penalty: 3948.715576
	Iteration 53Q: 3 clusters Score -1.773715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185918 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -17737140.000000 Penalty: 3948.715576
	Iteration 54Q: 3 clusters Score -1.773714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185942 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -17737160.000000 Penalty: 3948.715576
	Iteration 55Q: 3 clusters Score -1.773716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185961 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -17737174.000000 Penalty: 3948.715576
	Iteration 56Q: 3 clusters Score -1.773717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185981 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -17737172.000000 Penalty: 3948.715576
	Iteration 57Q: 3 clusters Score -1.773717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185993 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -17737172.000000 Penalty: 3948.715576
	Iteration 58Q: 3 clusters Score -1.773717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186009 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -17737150.000000 Penalty: 3948.715576
	Iteration 59Q: 3 clusters Score -1.773715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186024 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -17737158.000000 Penalty: 3948.715576
	Iteration 60F: 3 clusters Score -1.773716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186041 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -17737146.000000 Penalty: 3948.715576
	Iteration 61Q: 3 clusters Score -1.773715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186050 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -17737154.000000 Penalty: 3948.715576
	Iteration 62Q: 3 clusters Score -1.773715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186059 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -17737148.000000 Penalty: 3948.715576
	Iteration 63Q: 3 clusters Score -1.773715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186062 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -17737156.000000 Penalty: 3948.715576
	Iteration 64Q: 3 clusters Score -1.773716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186069 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -17737152.000000 Penalty: 3948.715576
	Iteration 65Q: 3 clusters Score -1.773715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186071 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -17737160.000000 Penalty: 3948.715576
	Iteration 66Q: 3 clusters Score -1.773716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186074 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -17737154.000000 Penalty: 3948.715576
	Iteration 67Q: 3 clusters Score -1.773715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186076 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -17737158.000000 Penalty: 3948.715576
	Iteration 68Q: 3 clusters Score -1.773716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186080 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -17737166.000000 Penalty: 3948.715576
	Iteration 69Q: 3 clusters Score -1.773717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186087 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -17737150.000000 Penalty: 3948.715576
	Iteration 70Q: 3 clusters Score -1.773715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186094 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -17737164.000000 Penalty: 3948.715576
	Iteration 71Q: 3 clusters Score -1.773716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186102 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -17737158.000000 Penalty: 3948.715576
	Iteration 72Q: 3 clusters Score -1.773716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186106 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -17737168.000000 Penalty: 3948.715576
	Iteration 73Q: 3 clusters Score -1.773717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186110 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -17737162.000000 Penalty: 3948.715576
	Iteration 74Q: 3 clusters Score -1.773716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186111 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -17737150.000000 Penalty: 3948.715576
	Iteration 75Q: 3 clusters Score -1.773715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186113 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -17737158.000000 Penalty: 3948.715576
	Iteration 76Q: 3 clusters Score -1.773716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186113 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -17737158.000000 Penalty: 3948.715576
	Iteration 77F: 3 clusters Score -1.773716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Entering Unmasked Estep 
Score: -1160916.625000 Penalty: 1530.148315
	Iteration 0F: 2 clusters Score -1160917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1152226.125000 Penalty: 3060.296631
	Iteration 0F: 3 clusters Score -1152226 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1155016.000000 Penalty: 3060.296631
	Iteration 1F: 3 clusters Score -1155016 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1155285.875000 Penalty: 3060.296631
	Iteration 2F: 3 clusters Score -1155286 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1155520.250000 Penalty: 3060.296631
	Iteration 3Q: 3 clusters Score -1155520 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1155740.875000 Penalty: 3060.296631
	Iteration 4Q: 3 clusters Score -1155741 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1155908.625000 Penalty: 3060.296631
	Iteration 5Q: 3 clusters Score -1155909 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1156071.250000 Penalty: 3060.296631
	Iteration 6Q: 3 clusters Score -1156071 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1156247.375000 Penalty: 3060.296631
	Iteration 7Q: 3 clusters Score -1156247 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1156426.500000 Penalty: 3060.296631
	Iteration 8Q: 3 clusters Score -1156426 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1156636.500000 Penalty: 3060.296631
	Iteration 9Q: 3 clusters Score -1156636 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1156879.500000 Penalty: 3060.296631
	Iteration 10Q: 3 clusters Score -1156880 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1157170.125000 Penalty: 3060.296631
	Iteration 11Q: 3 clusters Score -1157170 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1157502.000000 Penalty: 3060.296631
	Iteration 12Q: 3 clusters Score -1157502 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1157830.125000 Penalty: 3060.296631
	Iteration 13Q: 3 clusters Score -1157830 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1158088.875000 Penalty: 3060.296631
	Iteration 14Q: 3 clusters Score -1158089 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1158275.875000 Penalty: 3060.296631
	Iteration 15Q: 3 clusters Score -1158276 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1158410.500000 Penalty: 3060.296631
	Iteration 16Q: 3 clusters Score -1158410 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1158520.250000 Penalty: 3060.296631
	Iteration 17Q: 3 clusters Score -1158520 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1158634.500000 Penalty: 3060.296631
	Iteration 18Q: 3 clusters Score -1158634 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1158721.375000 Penalty: 3060.296631
	Iteration 19Q: 3 clusters Score -1158721 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1158810.750000 Penalty: 3060.296631
	Iteration 20F: 3 clusters Score -1158811 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1158893.500000 Penalty: 3060.296631
	Iteration 21Q: 3 clusters Score -1158894 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1158980.250000 Penalty: 3060.296631
	Iteration 22Q: 3 clusters Score -1158980 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1159075.000000 Penalty: 3060.296631
	Iteration 23Q: 3 clusters Score -1159075 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1159154.750000 Penalty: 3060.296631
	Iteration 24Q: 3 clusters Score -1159155 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1159247.625000 Penalty: 3060.296631
	Iteration 25Q: 3 clusters Score -1159248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1159342.250000 Penalty: 3060.296631
	Iteration 26Q: 3 clusters Score -1159342 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1159408.125000 Penalty: 3060.296631
	Iteration 27Q: 3 clusters Score -1159408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1159443.125000 Penalty: 3060.296631
	Iteration 28Q: 3 clusters Score -1159443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1159473.125000 Penalty: 3060.296631
	Iteration 29Q: 3 clusters Score -1159473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1159492.500000 Penalty: 3060.296631
	Iteration 30Q: 3 clusters Score -1159492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1159515.375000 Penalty: 3060.296631
	Iteration 31Q: 3 clusters Score -1159515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1159537.625000 Penalty: 3060.296631
	Iteration 32Q: 3 clusters Score -1159538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1159553.625000 Penalty: 3060.296631
	Iteration 33Q: 3 clusters Score -1159554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1159570.625000 Penalty: 3060.296631
	Iteration 34Q: 3 clusters Score -1159571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1159584.750000 Penalty: 3060.296631
	Iteration 35Q: 3 clusters Score -1159585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1159591.625000 Penalty: 3060.296631
	Iteration 36Q: 3 clusters Score -1159592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1159596.375000 Penalty: 3060.296631
	Iteration 37Q: 3 clusters Score -1159596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1159604.000000 Penalty: 3060.296631
	Iteration 38Q: 3 clusters Score -1159604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1159609.875000 Penalty: 3060.296631
	Iteration 39Q: 3 clusters Score -1159610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1159615.875000 Penalty: 3060.296631
	Iteration 40F: 3 clusters Score -1159616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1159619.875000 Penalty: 3060.296631
	Iteration 41Q: 3 clusters Score -1159620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1159626.500000 Penalty: 3060.296631
	Iteration 42Q: 3 clusters Score -1159626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1159630.250000 Penalty: 3060.296631
	Iteration 43Q: 3 clusters Score -1159630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1159634.125000 Penalty: 3060.296631
	Iteration 44Q: 3 clusters Score -1159634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1159637.500000 Penalty: 3060.296631
	Iteration 45Q: 3 clusters Score -1159638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1159642.250000 Penalty: 3060.296631
	Iteration 46Q: 3 clusters Score -1159642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1159647.125000 Penalty: 3060.296631
	Iteration 47Q: 3 clusters Score -1159647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1159646.000000 Penalty: 3060.296631
	Iteration 48Q: 3 clusters Score -1159646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1159648.750000 Penalty: 3060.296631
	Iteration 49Q: 3 clusters Score -1159649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1159648.500000 Penalty: 3060.296631
	Iteration 50Q: 3 clusters Score -1159648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1159650.625000 Penalty: 3060.296631
	Iteration 51Q: 3 clusters Score -1159651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1159652.000000 Penalty: 3060.296631
	Iteration 52Q: 3 clusters Score -1159652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1159652.875000 Penalty: 3060.296631
	Iteration 53Q: 3 clusters Score -1159653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1159653.125000 Penalty: 3060.296631
	Iteration 54Q: 3 clusters Score -1159653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1159653.625000 Penalty: 3060.296631
	Iteration 55Q: 3 clusters Score -1159654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1159654.375000 Penalty: 3060.296631
	Iteration 56Q: 3 clusters Score -1159654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1159654.375000 Penalty: 3060.296631
	Iteration 57F: 3 clusters Score -1159654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -257105.640625 Penalty: 1307.199707
	Iteration 0F: 2 clusters Score -257105.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -254329.343750 Penalty: 2614.399414
	Iteration 0F: 3 clusters Score -254329.3 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -255142.437500 Penalty: 2614.399414
	Iteration 1F: 3 clusters Score -255142.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -255468.031250 Penalty: 2614.399414
	Iteration 2F: 3 clusters Score -255468 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -255782.906250 Penalty: 2614.399414
	Iteration 3F: 3 clusters Score -255782.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -256028.687500 Penalty: 2614.399414
	Iteration 4F: 3 clusters Score -256028.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -256201.421875 Penalty: 2614.399414
	Iteration 5F: 3 clusters Score -256201.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -256293.078125 Penalty: 2614.399414
	Iteration 6Q: 3 clusters Score -256293.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -256347.921875 Penalty: 2614.399414
	Iteration 7Q: 3 clusters Score -256347.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -256380.031250 Penalty: 2614.399414
	Iteration 8Q: 3 clusters Score -256380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -256399.343750 Penalty: 2614.399414
	Iteration 9Q: 3 clusters Score -256399.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -256408.171875 Penalty: 2614.399414
	Iteration 10Q: 3 clusters Score -256408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -256414.140625 Penalty: 2614.399414
	Iteration 11Q: 3 clusters Score -256414.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -256421.125000 Penalty: 2614.399414
	Iteration 12Q: 3 clusters Score -256421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -256425.296875 Penalty: 2614.399414
	Iteration 13Q: 3 clusters Score -256425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -256429.265625 Penalty: 2614.399414
	Iteration 14Q: 3 clusters Score -256429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -256430.968750 Penalty: 2614.399414
	Iteration 15Q: 3 clusters Score -256431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -256434.234375 Penalty: 2614.399414
	Iteration 16Q: 3 clusters Score -256434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -256435.109375 Penalty: 2614.399414
	Iteration 17Q: 3 clusters Score -256435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -256435.093750 Penalty: 2614.399414
	Iteration 18Q: 3 clusters Score -256435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -256435.093750 Penalty: 2614.399414
	Iteration 19F: 3 clusters Score -256435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170498 members 
Entering Unmasked Estep 
Score: -15238943.000000 Penalty: 1957.552856
	Iteration 0F: 2 clusters Score -1.523894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -15124613.000000 Penalty: 3915.105713
	Iteration 0F: 3 clusters Score -1.512461e+07 nChanged 82245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -15173161.000000 Penalty: 3915.105713
	Iteration 1F: 3 clusters Score -1.517316e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -15174851.000000 Penalty: 3915.105713
	Iteration 2Q: 3 clusters Score -1.517485e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -15177467.000000 Penalty: 3915.105713
	Iteration 3Q: 3 clusters Score -1.517747e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -15181830.000000 Penalty: 3915.105713
	Iteration 4Q: 3 clusters Score -1.518183e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -15187915.000000 Penalty: 3915.105713
	Iteration 5F: 3 clusters Score -1.518792e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 111841 members 
Entering Unmasked Estep 
Score: -15195447.000000 Penalty: 3915.105713
	Iteration 6F: 3 clusters Score -1.519545e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -15203849.000000 Penalty: 3915.105713
	Iteration 7F: 3 clusters Score -1.520385e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -15212104.000000 Penalty: 3915.105713
	Iteration 8F: 3 clusters Score -1.52121e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -15218840.000000 Penalty: 3915.105713
	Iteration 9Q: 3 clusters Score -1.521884e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 140049 members 
Entering Unmasked Estep 
Score: -15223567.000000 Penalty: 3915.105713
	Iteration 10Q: 3 clusters Score -1.522357e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 143785 members 
Entering Unmasked Estep 
Score: -15226184.000000 Penalty: 3915.105713
	Iteration 11Q: 3 clusters Score -1.522618e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 146968 members 
Entering Unmasked Estep 
Score: -15227958.000000 Penalty: 3915.105713
	Iteration 12Q: 3 clusters Score -1.522796e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 149785 members 
Entering Unmasked Estep 
Score: -15229180.000000 Penalty: 3915.105713
	Iteration 13Q: 3 clusters Score -1.522918e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -15230376.000000 Penalty: 3915.105713
	Iteration 14Q: 3 clusters Score -1.523038e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -15231458.000000 Penalty: 3915.105713
	Iteration 15Q: 3 clusters Score -1.523146e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 156848 members 
Entering Unmasked Estep 
Score: -15232515.000000 Penalty: 3915.105713
	Iteration 16Q: 3 clusters Score -1.523252e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 158734 members 
Entering Unmasked Estep 
Score: -15233382.000000 Penalty: 3915.105713
	Iteration 17Q: 3 clusters Score -1.523338e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 160387 members 
Entering Unmasked Estep 
Score: -15234077.000000 Penalty: 3915.105713
	Iteration 18Q: 3 clusters Score -1.523408e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 161835 members 
Entering Unmasked Estep 
Score: -15234671.000000 Penalty: 3915.105713
	Iteration 19Q: 3 clusters Score -1.523467e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 163108 members 
Entering Unmasked Estep 
Score: -15235173.000000 Penalty: 3915.105713
	Iteration 20F: 3 clusters Score -1.523517e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 164163 members 
Entering Unmasked Estep 
Score: -15235740.000000 Penalty: 3915.105713
	Iteration 21Q: 3 clusters Score -1.523574e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 165048 members 
Entering Unmasked Estep 
Score: -15236142.000000 Penalty: 3915.105713
	Iteration 22Q: 3 clusters Score -1.523614e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 165783 members 
Entering Unmasked Estep 
Score: -15236465.000000 Penalty: 3915.105713
	Iteration 23Q: 3 clusters Score -1.523646e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 166359 members 
Entering Unmasked Estep 
Score: -15236756.000000 Penalty: 3915.105713
	Iteration 24Q: 3 clusters Score -1.523676e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -15236951.000000 Penalty: 3915.105713
	Iteration 25Q: 3 clusters Score -1.523695e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 167212 members 
Entering Unmasked Estep 
Score: -15237134.000000 Penalty: 3915.105713
	Iteration 26Q: 3 clusters Score -1.523713e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 167500 members 
Entering Unmasked Estep 
Score: -15237293.000000 Penalty: 3915.105713
	Iteration 27Q: 3 clusters Score -1.523729e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 167724 members 
Entering Unmasked Estep 
Score: -15237401.000000 Penalty: 3915.105713
	Iteration 28Q: 3 clusters Score -1.52374e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -15237453.000000 Penalty: 3915.105713
	Iteration 29Q: 3 clusters Score -1.523745e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 168057 members 
Entering Unmasked Estep 
Score: -15237499.000000 Penalty: 3915.105713
	Iteration 30Q: 3 clusters Score -1.52375e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 168169 members 
Entering Unmasked Estep 
Score: -15237523.000000 Penalty: 3915.105713
	Iteration 31Q: 3 clusters Score -1.523752e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 168261 members 
Entering Unmasked Estep 
Score: -15237587.000000 Penalty: 3915.105713
	Iteration 32Q: 3 clusters Score -1.523759e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 168334 members 
Entering Unmasked Estep 
Score: -15237627.000000 Penalty: 3915.105713
	Iteration 33Q: 3 clusters Score -1.523763e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -15237626.000000 Penalty: 3915.105713
	Iteration 34Q: 3 clusters Score -1.523763e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 168424 members 
Entering Unmasked Estep 
Score: -15237635.000000 Penalty: 3915.105713
	Iteration 35Q: 3 clusters Score -1.523764e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -15237653.000000 Penalty: 3915.105713
	Iteration 36Q: 3 clusters Score -1.523765e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 168493 members 
Entering Unmasked Estep 
Score: -15237654.000000 Penalty: 3915.105713
	Iteration 37Q: 3 clusters Score -1.523765e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -15237666.000000 Penalty: 3915.105713
	Iteration 38Q: 3 clusters Score -1.523767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -15237668.000000 Penalty: 3915.105713
	Iteration 39Q: 3 clusters Score -1.523767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 168572 members 
Entering Unmasked Estep 
Score: -15237683.000000 Penalty: 3915.105713
	Iteration 40F: 3 clusters Score -1.523768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 168590 members 
Entering Unmasked Estep 
Score: -15237699.000000 Penalty: 3915.105713
	Iteration 41Q: 3 clusters Score -1.52377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 168603 members 
Entering Unmasked Estep 
Score: -15237707.000000 Penalty: 3915.105713
	Iteration 42Q: 3 clusters Score -1.523771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 168610 members 
Entering Unmasked Estep 
Score: -15237691.000000 Penalty: 3915.105713
	Iteration 43Q: 3 clusters Score -1.523769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 168616 members 
Entering Unmasked Estep 
Score: -15237690.000000 Penalty: 3915.105713
	Iteration 44Q: 3 clusters Score -1.523769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 168624 members 
Entering Unmasked Estep 
Score: -15237692.000000 Penalty: 3915.105713
	Iteration 45Q: 3 clusters Score -1.523769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -15237705.000000 Penalty: 3915.105713
	Iteration 46Q: 3 clusters Score -1.52377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 168631 members 
Entering Unmasked Estep 
Score: -15237710.000000 Penalty: 3915.105713
	Iteration 47Q: 3 clusters Score -1.523771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 168633 members 
Entering Unmasked Estep 
Score: -15237707.000000 Penalty: 3915.105713
	Iteration 48Q: 3 clusters Score -1.523771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
Score: -15237698.000000 Penalty: 3915.105713
	Iteration 49Q: 3 clusters Score -1.52377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 168639 members 
Entering Unmasked Estep 
Score: -15237699.000000 Penalty: 3915.105713
	Iteration 50Q: 3 clusters Score -1.52377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 168639 members 
Entering Unmasked Estep 
Score: -15237689.000000 Penalty: 3915.105713
	Iteration 51Q: 3 clusters Score -1.523769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
Score: -15237693.000000 Penalty: 3915.105713
	Iteration 52Q: 3 clusters Score -1.523769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
Score: -15237693.000000 Penalty: 3915.105713
	Iteration 53F: 3 clusters Score -1.523769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Entering Unmasked Estep 
Score: -443160.093750 Penalty: 1383.033203
	Iteration 0F: 2 clusters Score -443160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -439188.562500 Penalty: 2766.066406
	Iteration 0F: 3 clusters Score -439188.6 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -440289.031250 Penalty: 2766.066406
	Iteration 1F: 3 clusters Score -440289 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -440471.218750 Penalty: 2766.066406
	Iteration 2F: 3 clusters Score -440471.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -440602.718750 Penalty: 2766.066406
	Iteration 3F: 3 clusters Score -440602.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -440705.781250 Penalty: 2766.066406
	Iteration 4Q: 3 clusters Score -440705.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -440794.656250 Penalty: 2766.066406
	Iteration 5Q: 3 clusters Score -440794.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -440862.687500 Penalty: 2766.066406
	Iteration 6Q: 3 clusters Score -440862.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -440912.500000 Penalty: 2766.066406
	Iteration 7Q: 3 clusters Score -440912.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -440964.250000 Penalty: 2766.066406
	Iteration 8Q: 3 clusters Score -440964.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -441004.437500 Penalty: 2766.066406
	Iteration 9Q: 3 clusters Score -441004.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -441043.468750 Penalty: 2766.066406
	Iteration 10Q: 3 clusters Score -441043.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -441082.343750 Penalty: 2766.066406
	Iteration 11Q: 3 clusters Score -441082.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -441120.687500 Penalty: 2766.066406
	Iteration 12Q: 3 clusters Score -441120.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -441149.000000 Penalty: 2766.066406
	Iteration 13Q: 3 clusters Score -441149 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -441176.968750 Penalty: 2766.066406
	Iteration 14Q: 3 clusters Score -441177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -441203.843750 Penalty: 2766.066406
	Iteration 15Q: 3 clusters Score -441203.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -441232.718750 Penalty: 2766.066406
	Iteration 16Q: 3 clusters Score -441232.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -441257.531250 Penalty: 2766.066406
	Iteration 17Q: 3 clusters Score -441257.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -441283.625000 Penalty: 2766.066406
	Iteration 18Q: 3 clusters Score -441283.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -441310.562500 Penalty: 2766.066406
	Iteration 19Q: 3 clusters Score -441310.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -441327.718750 Penalty: 2766.066406
	Iteration 20F: 3 clusters Score -441327.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -441343.500000 Penalty: 2766.066406
	Iteration 21Q: 3 clusters Score -441343.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -441357.281250 Penalty: 2766.066406
	Iteration 22Q: 3 clusters Score -441357.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -441370.500000 Penalty: 2766.066406
	Iteration 23Q: 3 clusters Score -441370.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -441380.500000 Penalty: 2766.066406
	Iteration 24Q: 3 clusters Score -441380.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -441390.000000 Penalty: 2766.066406
	Iteration 25Q: 3 clusters Score -441390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -441397.187500 Penalty: 2766.066406
	Iteration 26Q: 3 clusters Score -441397.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -441405.250000 Penalty: 2766.066406
	Iteration 27Q: 3 clusters Score -441405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -441410.187500 Penalty: 2766.066406
	Iteration 28Q: 3 clusters Score -441410.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -441410.687500 Penalty: 2766.066406
	Iteration 29Q: 3 clusters Score -441410.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -441414.375000 Penalty: 2766.066406
	Iteration 30Q: 3 clusters Score -441414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -441419.562500 Penalty: 2766.066406
	Iteration 31Q: 3 clusters Score -441419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -441422.937500 Penalty: 2766.066406
	Iteration 32Q: 3 clusters Score -441422.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -441424.906250 Penalty: 2766.066406
	Iteration 33Q: 3 clusters Score -441424.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -441427.562500 Penalty: 2766.066406
	Iteration 34Q: 3 clusters Score -441427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -441429.281250 Penalty: 2766.066406
	Iteration 35Q: 3 clusters Score -441429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -441429.812500 Penalty: 2766.066406
	Iteration 36Q: 3 clusters Score -441429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -441432.312500 Penalty: 2766.066406
	Iteration 37Q: 3 clusters Score -441432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -441433.625000 Penalty: 2766.066406
	Iteration 38Q: 3 clusters Score -441433.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -441434.968750 Penalty: 2766.066406
	Iteration 39Q: 3 clusters Score -441435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -441434.906250 Penalty: 2766.066406
	Iteration 40F: 3 clusters Score -441434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -441435.562500 Penalty: 2766.066406
	Iteration 41Q: 3 clusters Score -441435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -441435.062500 Penalty: 2766.066406
	Iteration 42Q: 3 clusters Score -441435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -441436.062500 Penalty: 2766.066406
	Iteration 43Q: 3 clusters Score -441436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -441436.062500 Penalty: 2766.066406
	Iteration 44F: 3 clusters Score -441436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -117173.828125 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -117173.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -115432.187500 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -115432.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -115945.406250 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -115945.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -116254.859375 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -116254.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -116546.984375 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -116547 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -116783.421875 Penalty: 2372.434082
	Iteration 4F: 3 clusters Score -116783.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -116945.093750 Penalty: 2372.434082
	Iteration 5F: 3 clusters Score -116945.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -117089.625000 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -117089.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -117177.312500 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -117177.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -117212.179688 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -117212.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -117240.968750 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -117241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -117270.304688 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -117270.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -117294.984375 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -117295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -117308.890625 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -117308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -117320.765625 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -117320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -117326.960938 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -117327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -117330.273438 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -117330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -117334.992188 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -117335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -117341.460938 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -117341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -117342.734375 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -117342.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -117343.500000 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -117343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -117343.500000 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -117343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 41158 members 
Mstep: Class 4 contains 5808 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 16189 members 
Mstep: Class 7 contains 49727 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189074 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 170498 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 484 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 10210 members 
Mstep: Class 23 contains 21725 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 996 members 
Entering Unmasked Estep 
Score: -51562576.000000 Penalty: 53892.246094
Splitting cluster 20 changes total score from -51563316.000000 to -51562576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -118157.578125 Penalty: 1179.033569
	Iteration 0F: 2 clusters Score -118157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -116499.468750 Penalty: 2358.067139
	Iteration 0F: 3 clusters Score -116499.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116821.632812 Penalty: 2358.067139
	Iteration 1F: 3 clusters Score -116821.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -116920.703125 Penalty: 2358.067139
	Iteration 2F: 3 clusters Score -116920.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -116974.265625 Penalty: 2358.067139
	Iteration 3Q: 3 clusters Score -116974.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -117002.687500 Penalty: 2358.067139
	Iteration 4Q: 3 clusters Score -117002.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -117022.218750 Penalty: 2358.067139
	Iteration 5Q: 3 clusters Score -117022.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -117040.843750 Penalty: 2358.067139
	Iteration 6Q: 3 clusters Score -117040.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -117056.101562 Penalty: 2358.067139
	Iteration 7Q: 3 clusters Score -117056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -117065.789062 Penalty: 2358.067139
	Iteration 8Q: 3 clusters Score -117065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -117074.187500 Penalty: 2358.067139
	Iteration 9Q: 3 clusters Score -117074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -117083.765625 Penalty: 2358.067139
	Iteration 10Q: 3 clusters Score -117083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -117094.281250 Penalty: 2358.067139
	Iteration 11Q: 3 clusters Score -117094.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -117102.539062 Penalty: 2358.067139
	Iteration 12Q: 3 clusters Score -117102.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -117113.039062 Penalty: 2358.067139
	Iteration 13Q: 3 clusters Score -117113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -117124.671875 Penalty: 2358.067139
	Iteration 14Q: 3 clusters Score -117124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -117132.859375 Penalty: 2358.067139
	Iteration 15Q: 3 clusters Score -117132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -117143.820312 Penalty: 2358.067139
	Iteration 16Q: 3 clusters Score -117143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -117149.703125 Penalty: 2358.067139
	Iteration 17Q: 3 clusters Score -117149.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -117157.460938 Penalty: 2358.067139
	Iteration 18Q: 3 clusters Score -117157.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -117166.085938 Penalty: 2358.067139
	Iteration 19Q: 3 clusters Score -117166.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -117176.812500 Penalty: 2358.067139
	Iteration 20F: 3 clusters Score -117176.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -117184.453125 Penalty: 2358.067139
	Iteration 21Q: 3 clusters Score -117184.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -117190.867188 Penalty: 2358.067139
	Iteration 22Q: 3 clusters Score -117190.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -117204.039062 Penalty: 2358.067139
	Iteration 23Q: 3 clusters Score -117204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -117212.148438 Penalty: 2358.067139
	Iteration 24Q: 3 clusters Score -117212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -117215.046875 Penalty: 2358.067139
	Iteration 25Q: 3 clusters Score -117215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -117218.390625 Penalty: 2358.067139
	Iteration 26Q: 3 clusters Score -117218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -117219.921875 Penalty: 2358.067139
	Iteration 27Q: 3 clusters Score -117219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -117222.507812 Penalty: 2358.067139
	Iteration 28Q: 3 clusters Score -117222.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -117223.718750 Penalty: 2358.067139
	Iteration 29Q: 3 clusters Score -117223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -117223.718750 Penalty: 2358.067139
	Iteration 30F: 3 clusters Score -117223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Entering Unmasked Estep 
Score: -840936.187500 Penalty: 1500.057495
	Iteration 0F: 2 clusters Score -840936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -833606.937500 Penalty: 3000.114990
	Iteration 0F: 3 clusters Score -833606.9 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -836262.437500 Penalty: 3000.114990
	Iteration 1F: 3 clusters Score -836262.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -836876.750000 Penalty: 3000.114990
	Iteration 2F: 3 clusters Score -836876.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -837643.875000 Penalty: 3000.114990
	Iteration 3F: 3 clusters Score -837643.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -838598.750000 Penalty: 3000.114990
	Iteration 4F: 3 clusters Score -838598.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -839559.812500 Penalty: 3000.114990
	Iteration 5F: 3 clusters Score -839559.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -840344.875000 Penalty: 3000.114990
	Iteration 6F: 3 clusters Score -840344.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -840905.000000 Penalty: 3000.114990
	Iteration 7F: 3 clusters Score -840905 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -841232.125000 Penalty: 3000.114990
	Iteration 8Q: 3 clusters Score -841232.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -841485.750000 Penalty: 3000.114990
	Iteration 9Q: 3 clusters Score -841485.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -841795.625000 Penalty: 3000.114990
	Iteration 10Q: 3 clusters Score -841795.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -842126.062500 Penalty: 3000.114990
	Iteration 11Q: 3 clusters Score -842126.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -842302.937500 Penalty: 3000.114990
	Iteration 12Q: 3 clusters Score -842302.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -842362.312500 Penalty: 3000.114990
	Iteration 13Q: 3 clusters Score -842362.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -842394.562500 Penalty: 3000.114990
	Iteration 14Q: 3 clusters Score -842394.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -842407.812500 Penalty: 3000.114990
	Iteration 15Q: 3 clusters Score -842407.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -842420.750000 Penalty: 3000.114990
	Iteration 16Q: 3 clusters Score -842420.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -842428.875000 Penalty: 3000.114990
	Iteration 17Q: 3 clusters Score -842428.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -842434.062500 Penalty: 3000.114990
	Iteration 18Q: 3 clusters Score -842434.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -842435.937500 Penalty: 3000.114990
	Iteration 19Q: 3 clusters Score -842435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -842437.312500 Penalty: 3000.114990
	Iteration 20F: 3 clusters Score -842437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -842438.437500 Penalty: 3000.114990
	Iteration 21Q: 3 clusters Score -842438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -842438.562500 Penalty: 3000.114990
	Iteration 22Q: 3 clusters Score -842438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -842440.125000 Penalty: 3000.114990
	Iteration 23Q: 3 clusters Score -842440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -842439.562500 Penalty: 3000.114990
	Iteration 24Q: 3 clusters Score -842439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -842440.750000 Penalty: 3000.114990
	Iteration 25Q: 3 clusters Score -842440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -842441.000000 Penalty: 3000.114990
	Iteration 26Q: 3 clusters Score -842441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -842441.000000 Penalty: 3000.114990
	Iteration 27F: 3 clusters Score -842441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 41158 members 
Mstep: Class 4 contains 5808 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 16189 members 
Mstep: Class 7 contains 49727 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189074 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 170498 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 21725 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 8387 members 
Entering Unmasked Estep 
Score: -51564168.000000 Penalty: 53892.246094
Splitting cluster 22 changes total score from -51563316.000000 to -51564168.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (21725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Entering Unmasked Estep 
Score: -2072504.000000 Penalty: 1622.760620
	Iteration 0F: 2 clusters Score -2072504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2057717.000000 Penalty: 3245.521240
	Iteration 0F: 3 clusters Score -2057717 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2062988.000000 Penalty: 3245.521240
	Iteration 1F: 3 clusters Score -2062988 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2063295.625000 Penalty: 3245.521240
	Iteration 2Q: 3 clusters Score -2063296 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2063570.625000 Penalty: 3245.521240
	Iteration 3Q: 3 clusters Score -2063571 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2063873.875000 Penalty: 3245.521240
	Iteration 4Q: 3 clusters Score -2063874 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2064241.250000 Penalty: 3245.521240
	Iteration 5Q: 3 clusters Score -2064241 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2064747.250000 Penalty: 3245.521240
	Iteration 6Q: 3 clusters Score -2064747 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2065494.250000 Penalty: 3245.521240
	Iteration 7F: 3 clusters Score -2065494 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2066528.875000 Penalty: 3245.521240
	Iteration 8F: 3 clusters Score -2066529 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2067811.250000 Penalty: 3245.521240
	Iteration 9F: 3 clusters Score -2067811 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2069120.375000 Penalty: 3245.521240
	Iteration 10F: 3 clusters Score -2069120 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2070175.375000 Penalty: 3245.521240
	Iteration 11Q: 3 clusters Score -2070175 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2070756.625000 Penalty: 3245.521240
	Iteration 12Q: 3 clusters Score -2070757 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2071007.875000 Penalty: 3245.521240
	Iteration 13Q: 3 clusters Score -2071008 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2071128.875000 Penalty: 3245.521240
	Iteration 14Q: 3 clusters Score -2071129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2071185.375000 Penalty: 3245.521240
	Iteration 15Q: 3 clusters Score -2071185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2071217.375000 Penalty: 3245.521240
	Iteration 16Q: 3 clusters Score -2071217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2071237.250000 Penalty: 3245.521240
	Iteration 17Q: 3 clusters Score -2071237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2071248.625000 Penalty: 3245.521240
	Iteration 18Q: 3 clusters Score -2071249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2071253.875000 Penalty: 3245.521240
	Iteration 19Q: 3 clusters Score -2071254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2071258.250000 Penalty: 3245.521240
	Iteration 20F: 3 clusters Score -2071258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2071263.375000 Penalty: 3245.521240
	Iteration 21Q: 3 clusters Score -2071263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2071264.500000 Penalty: 3245.521240
	Iteration 22Q: 3 clusters Score -2071264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2071268.375000 Penalty: 3245.521240
	Iteration 23Q: 3 clusters Score -2071268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2071270.125000 Penalty: 3245.521240
	Iteration 24Q: 3 clusters Score -2071270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2071269.625000 Penalty: 3245.521240
	Iteration 25Q: 3 clusters Score -2071270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2071270.750000 Penalty: 3245.521240
	Iteration 26Q: 3 clusters Score -2071271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2071270.750000 Penalty: 3245.521240
	Iteration 27F: 3 clusters Score -2071271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10207 members 
Mstep: Class 3 contains 41158 members 
Mstep: Class 4 contains 5808 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 16189 members 
Mstep: Class 7 contains 49727 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 189074 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 170498 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 21725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51564672.000000 Penalty: 53892.246094
Iteration 119Q: 26 clusters Score -5.156467e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10244 members 
Mstep: Class 3 contains 41272 members 
Mstep: Class 4 contains 5808 members 
Mstep: Class 5 contains 5905 members 
Mstep: Class 6 contains 16123 members 
Mstep: Class 7 contains 49731 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6352 members 
Mstep: Class 10 contains 1668 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 189069 members 
Mstep: Class 16 contains 12286 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 170606 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 1498 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 1908 members 
Mstep: Class 23 contains 21724 members 
Mstep: Class 24 contains 921 members 
Mstep: Class 25 contains 8032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565040.000000 Penalty: 53892.246094
Iteration 120F: 26 clusters Score -5.156504e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 41257 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 16067 members 
Mstep: Class 7 contains 49728 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6371 members 
Mstep: Class 10 contains 1704 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 9341 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 189066 members 
Mstep: Class 16 contains 12286 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 170512 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 1940 members 
Mstep: Class 23 contains 21720 members 
Mstep: Class 24 contains 929 members 
Mstep: Class 25 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565116.000000 Penalty: 53892.246094
Iteration 121Q: 26 clusters Score -5.156512e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10278 members 
Mstep: Class 3 contains 41245 members 
Mstep: Class 4 contains 5807 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 16056 members 
Mstep: Class 7 contains 49723 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 9345 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 189052 members 
Mstep: Class 16 contains 12286 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 170440 members 
Mstep: Class 19 contains 4936 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 1958 members 
Mstep: Class 23 contains 21716 members 
Mstep: Class 24 contains 928 members 
Mstep: Class 25 contains 8302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565448.000000 Penalty: 53892.246094
Iteration 122Q: 26 clusters Score -5.156545e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10290 members 
Mstep: Class 3 contains 41247 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 6 contains 16046 members 
Mstep: Class 7 contains 49708 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 1733 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 189040 members 
Mstep: Class 16 contains 12286 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 170382 members 
Mstep: Class 19 contains 4929 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 21711 members 
Mstep: Class 24 contains 928 members 
Mstep: Class 25 contains 8367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565492.000000 Penalty: 53892.246094
Iteration 123Q: 26 clusters Score -5.156549e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 41249 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 16059 members 
Mstep: Class 7 contains 49709 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 189041 members 
Mstep: Class 16 contains 12286 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 170322 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 21708 members 
Mstep: Class 24 contains 932 members 
Mstep: Class 25 contains 8398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565536.000000 Penalty: 53892.246094
Iteration 124Q: 26 clusters Score -5.156554e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10300 members 
Mstep: Class 3 contains 41250 members 
Mstep: Class 4 contains 5801 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 16067 members 
Mstep: Class 7 contains 49708 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 4742 members 
Mstep: Class 15 contains 189032 members 
Mstep: Class 16 contains 12286 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 170287 members 
Mstep: Class 19 contains 4921 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 21706 members 
Mstep: Class 24 contains 932 members 
Mstep: Class 25 contains 8428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565512.000000 Penalty: 53892.246094
Iteration 125Q: 26 clusters Score -5.156551e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 41252 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 16076 members 
Mstep: Class 7 contains 49706 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6461 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 9349 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 189028 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 170257 members 
Mstep: Class 19 contains 4917 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 21707 members 
Mstep: Class 24 contains 930 members 
Mstep: Class 25 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565472.000000 Penalty: 53892.246094
Iteration 126Q: 26 clusters Score -5.156547e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 41253 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 16079 members 
Mstep: Class 7 contains 49704 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6475 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 189025 members 
Mstep: Class 16 contains 12285 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 170238 members 
Mstep: Class 19 contains 4915 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 1998 members 
Mstep: Class 23 contains 21708 members 
Mstep: Class 24 contains 930 members 
Mstep: Class 25 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565452.000000 Penalty: 53892.246094
Iteration 127Q: 26 clusters Score -5.156545e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10311 members 
Mstep: Class 3 contains 41255 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 16078 members 
Mstep: Class 7 contains 49705 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6482 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 189020 members 
Mstep: Class 16 contains 12284 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 170219 members 
Mstep: Class 19 contains 4914 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 21708 members 
Mstep: Class 24 contains 929 members 
Mstep: Class 25 contains 8474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565456.000000 Penalty: 53892.246094
Iteration 128Q: 26 clusters Score -5.156546e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41255 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16077 members 
Mstep: Class 7 contains 49705 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6490 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 9363 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 189013 members 
Mstep: Class 16 contains 12283 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 170204 members 
Mstep: Class 19 contains 4915 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 21704 members 
Mstep: Class 24 contains 930 members 
Mstep: Class 25 contains 8483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565572.000000 Penalty: 53892.246094
Iteration 129Q: 26 clusters Score -5.156557e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 41254 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16078 members 
Mstep: Class 7 contains 49707 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6497 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 9371 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 189001 members 
Mstep: Class 16 contains 12282 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 170193 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 21703 members 
Mstep: Class 24 contains 929 members 
Mstep: Class 25 contains 8494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565524.000000 Penalty: 53892.246094
Iteration 130Q: 26 clusters Score -5.156552e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 41255 members 
Mstep: Class 4 contains 5792 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 16077 members 
Mstep: Class 7 contains 49711 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 9380 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 188986 members 
Mstep: Class 16 contains 12283 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 170185 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21701 members 
Mstep: Class 24 contains 928 members 
Mstep: Class 25 contains 8499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565516.000000 Penalty: 53892.246094
Iteration 131Q: 26 clusters Score -5.156552e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 41256 members 
Mstep: Class 4 contains 5790 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 16078 members 
Mstep: Class 7 contains 49711 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 9388 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 188977 members 
Mstep: Class 16 contains 12282 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170176 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21698 members 
Mstep: Class 24 contains 928 members 
Mstep: Class 25 contains 8509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565500.000000 Penalty: 53892.246094
Iteration 132Q: 26 clusters Score -5.15655e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 41258 members 
Mstep: Class 4 contains 5791 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 16083 members 
Mstep: Class 7 contains 49713 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 9396 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 188963 members 
Mstep: Class 16 contains 12280 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170157 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21693 members 
Mstep: Class 24 contains 928 members 
Mstep: Class 25 contains 8514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565552.000000 Penalty: 53892.246094
Iteration 133Q: 26 clusters Score -5.156555e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 41259 members 
Mstep: Class 4 contains 5790 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 16088 members 
Mstep: Class 7 contains 49711 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6526 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188955 members 
Mstep: Class 16 contains 12279 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170147 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21692 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 8514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565516.000000 Penalty: 53892.246094
Iteration 134Q: 26 clusters Score -5.156552e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 41260 members 
Mstep: Class 4 contains 5789 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 16094 members 
Mstep: Class 7 contains 49716 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 6527 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188954 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170142 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21692 members 
Mstep: Class 24 contains 927 members 
Mstep: Class 25 contains 8514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565528.000000 Penalty: 53892.246094
Iteration 135Q: 26 clusters Score -5.156553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 41260 members 
Mstep: Class 4 contains 5787 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 16098 members 
Mstep: Class 7 contains 49723 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 6537 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 9400 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 188953 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170134 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21691 members 
Mstep: Class 24 contains 926 members 
Mstep: Class 25 contains 8515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565536.000000 Penalty: 53892.246094
Iteration 136Q: 26 clusters Score -5.156554e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 41260 members 
Mstep: Class 4 contains 5786 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 16106 members 
Mstep: Class 7 contains 49726 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 6541 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 188948 members 
Mstep: Class 16 contains 12277 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170127 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21689 members 
Mstep: Class 24 contains 926 members 
Mstep: Class 25 contains 8516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565572.000000 Penalty: 53892.246094
Iteration 137Q: 26 clusters Score -5.156557e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5783 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 16107 members 
Mstep: Class 7 contains 49730 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188945 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170113 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21691 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565640.000000 Penalty: 53892.246094
Iteration 138Q: 26 clusters Score -5.156564e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 41262 members 
Mstep: Class 4 contains 5778 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 16113 members 
Mstep: Class 7 contains 49731 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188942 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170102 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21690 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565640.000000 Penalty: 53892.246094
Iteration 139Q: 26 clusters Score -5.156564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 41262 members 
Mstep: Class 4 contains 5777 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 16117 members 
Mstep: Class 7 contains 49732 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 188939 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170098 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21690 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565628.000000 Penalty: 53892.246094
Iteration 140F: 26 clusters Score -5.156563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5777 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 16119 members 
Mstep: Class 7 contains 49732 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 188935 members 
Mstep: Class 16 contains 12274 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170099 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21689 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565636.000000 Penalty: 53892.246094
Iteration 141Q: 26 clusters Score -5.156564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 16121 members 
Mstep: Class 7 contains 49729 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 6564 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 9403 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 188932 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170097 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21689 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565628.000000 Penalty: 53892.246094
Iteration 142Q: 26 clusters Score -5.156563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5774 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 16122 members 
Mstep: Class 7 contains 49730 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 6564 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2855 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 188931 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170096 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21689 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565660.000000 Penalty: 53892.246094
Iteration 143Q: 26 clusters Score -5.156566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 16123 members 
Mstep: Class 7 contains 49733 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 6564 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 188925 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170092 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21689 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565640.000000 Penalty: 53892.246094
Iteration 144Q: 26 clusters Score -5.156564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 16125 members 
Mstep: Class 7 contains 49733 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6564 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 188919 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170091 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21689 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565652.000000 Penalty: 53892.246094
Iteration 145Q: 26 clusters Score -5.156565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6566 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 188916 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170090 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21688 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565688.000000 Penalty: 53892.246094
Iteration 146Q: 26 clusters Score -5.156569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 16127 members 
Mstep: Class 7 contains 49733 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6566 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 188914 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170090 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21687 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565704.000000 Penalty: 53892.246094
Iteration 147Q: 26 clusters Score -5.15657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16127 members 
Mstep: Class 7 contains 49733 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6566 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170087 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21686 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565696.000000 Penalty: 53892.246094
Iteration 148Q: 26 clusters Score -5.15657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16127 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188913 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170086 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565728.000000 Penalty: 53892.246094
Iteration 149Q: 26 clusters Score -5.156573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16127 members 
Mstep: Class 7 contains 49733 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6570 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2849 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170084 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565728.000000 Penalty: 53892.246094
Iteration 150Q: 26 clusters Score -5.156573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 49732 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170085 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565712.000000 Penalty: 53892.246094
Iteration 151Q: 26 clusters Score -5.156571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16126 members 
Mstep: Class 7 contains 49733 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170084 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565712.000000 Penalty: 53892.246094
Iteration 152Q: 26 clusters Score -5.156571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16127 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170082 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565712.000000 Penalty: 53892.246094
Iteration 153Q: 26 clusters Score -5.156571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16129 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170080 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565696.000000 Penalty: 53892.246094
Iteration 154Q: 26 clusters Score -5.15657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16131 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170078 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565696.000000 Penalty: 53892.246094
Iteration 155Q: 26 clusters Score -5.15657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16131 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170078 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51565696.000000 Penalty: 53892.246094
Iteration 156F: 26 clusters Score -5.15657e+07 nChanged 0
Entering ConstructFrom: 
Score: -51565696.000000 Penalty: 53892.246094
Entering ConstructFrom: 
Trying to split cluster 1 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -90155.367188 Penalty: 1123.158936
	Iteration 0F: 2 clusters Score -90155.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88701.328125 Penalty: 2246.317871
	Iteration 0F: 3 clusters Score -88701.33 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -88972.070312 Penalty: 2246.317871
	Iteration 1F: 3 clusters Score -88972.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89080.804688 Penalty: 2246.317871
	Iteration 2F: 3 clusters Score -89080.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -89135.906250 Penalty: 2246.317871
	Iteration 3Q: 3 clusters Score -89135.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89159.250000 Penalty: 2246.317871
	Iteration 4Q: 3 clusters Score -89159.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89187.992188 Penalty: 2246.317871
	Iteration 5Q: 3 clusters Score -89187.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -89205.226562 Penalty: 2246.317871
	Iteration 6Q: 3 clusters Score -89205.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89217.070312 Penalty: 2246.317871
	Iteration 7Q: 3 clusters Score -89217.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89222.492188 Penalty: 2246.317871
	Iteration 8Q: 3 clusters Score -89222.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89224.585938 Penalty: 2246.317871
	Iteration 9Q: 3 clusters Score -89224.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89231.125000 Penalty: 2246.317871
	Iteration 10Q: 3 clusters Score -89231.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89235.406250 Penalty: 2246.317871
	Iteration 11Q: 3 clusters Score -89235.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -89239.109375 Penalty: 2246.317871
	Iteration 12Q: 3 clusters Score -89239.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -89242.265625 Penalty: 2246.317871
	Iteration 13Q: 3 clusters Score -89242.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89242.781250 Penalty: 2246.317871
	Iteration 14Q: 3 clusters Score -89242.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89244.140625 Penalty: 2246.317871
	Iteration 15Q: 3 clusters Score -89244.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89244.140625 Penalty: 2246.317871
	Iteration 16F: 3 clusters Score -89244.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Entering Unmasked Estep 
Score: -933369.187500 Penalty: 1501.767334
	Iteration 0F: 2 clusters Score -933369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -925927.375000 Penalty: 3003.534668
	Iteration 0F: 3 clusters Score -925927.4 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -928479.875000 Penalty: 3003.534668
	Iteration 1F: 3 clusters Score -928479.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -928982.937500 Penalty: 3003.534668
	Iteration 2F: 3 clusters Score -928982.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -929563.125000 Penalty: 3003.534668
	Iteration 3F: 3 clusters Score -929563.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -930123.375000 Penalty: 3003.534668
	Iteration 4F: 3 clusters Score -930123.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -930733.812500 Penalty: 3003.534668
	Iteration 5F: 3 clusters Score -930733.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -931297.375000 Penalty: 3003.534668
	Iteration 6F: 3 clusters Score -931297.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -931746.500000 Penalty: 3003.534668
	Iteration 7F: 3 clusters Score -931746.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -932093.000000 Penalty: 3003.534668
	Iteration 8Q: 3 clusters Score -932093 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -932331.812500 Penalty: 3003.534668
	Iteration 9Q: 3 clusters Score -932331.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -932504.125000 Penalty: 3003.534668
	Iteration 10Q: 3 clusters Score -932504.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -932650.125000 Penalty: 3003.534668
	Iteration 11Q: 3 clusters Score -932650.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -932806.937500 Penalty: 3003.534668
	Iteration 12Q: 3 clusters Score -932806.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -932919.312500 Penalty: 3003.534668
	Iteration 13Q: 3 clusters Score -932919.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -932976.562500 Penalty: 3003.534668
	Iteration 14Q: 3 clusters Score -932976.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -933008.312500 Penalty: 3003.534668
	Iteration 15Q: 3 clusters Score -933008.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -933026.062500 Penalty: 3003.534668
	Iteration 16Q: 3 clusters Score -933026.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -933035.812500 Penalty: 3003.534668
	Iteration 17Q: 3 clusters Score -933035.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -933044.812500 Penalty: 3003.534668
	Iteration 18Q: 3 clusters Score -933044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -933044.125000 Penalty: 3003.534668
	Iteration 19Q: 3 clusters Score -933044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -933045.812500 Penalty: 3003.534668
	Iteration 20F: 3 clusters Score -933045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -933047.062500 Penalty: 3003.534668
	Iteration 21Q: 3 clusters Score -933047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -933049.312500 Penalty: 3003.534668
	Iteration 22Q: 3 clusters Score -933049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -933051.687500 Penalty: 3003.534668
	Iteration 23Q: 3 clusters Score -933051.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -933052.875000 Penalty: 3003.534668
	Iteration 24Q: 3 clusters Score -933052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -933054.000000 Penalty: 3003.534668
	Iteration 25Q: 3 clusters Score -933054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -933053.500000 Penalty: 3003.534668
	Iteration 26Q: 3 clusters Score -933053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -933053.500000 Penalty: 3003.534668
	Iteration 27F: 3 clusters Score -933053.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Entering Unmasked Estep 
Score: -3744013.250000 Penalty: 1726.996826
	Iteration 0F: 2 clusters Score -3744013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3716460.000000 Penalty: 3453.993652
	Iteration 0F: 3 clusters Score -3716460 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3727179.000000 Penalty: 3453.993652
	Iteration 1F: 3 clusters Score -3727179 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3727769.000000 Penalty: 3453.993652
	Iteration 2Q: 3 clusters Score -3727769 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3728520.500000 Penalty: 3453.993652
	Iteration 3Q: 3 clusters Score -3728520 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3729423.500000 Penalty: 3453.993652
	Iteration 4F: 3 clusters Score -3729424 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3730490.500000 Penalty: 3453.993652
	Iteration 5F: 3 clusters Score -3730490 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3731772.500000 Penalty: 3453.993652
	Iteration 6F: 3 clusters Score -3731772 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3733073.750000 Penalty: 3453.993652
	Iteration 7F: 3 clusters Score -3733074 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3734045.750000 Penalty: 3453.993652
	Iteration 8F: 3 clusters Score -3734046 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3734692.750000 Penalty: 3453.993652
	Iteration 9Q: 3 clusters Score -3734693 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3735084.000000 Penalty: 3453.993652
	Iteration 10Q: 3 clusters Score -3735084 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3735314.750000 Penalty: 3453.993652
	Iteration 11Q: 3 clusters Score -3735315 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3735487.750000 Penalty: 3453.993652
	Iteration 12Q: 3 clusters Score -3735488 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3735636.250000 Penalty: 3453.993652
	Iteration 13Q: 3 clusters Score -3735636 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3735713.750000 Penalty: 3453.993652
	Iteration 14Q: 3 clusters Score -3735714 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3735856.000000 Penalty: 3453.993652
	Iteration 15Q: 3 clusters Score -3735856 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3735983.750000 Penalty: 3453.993652
	Iteration 16Q: 3 clusters Score -3735984 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3736164.250000 Penalty: 3453.993652
	Iteration 17Q: 3 clusters Score -3736164 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3736376.750000 Penalty: 3453.993652
	Iteration 18Q: 3 clusters Score -3736377 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3736637.250000 Penalty: 3453.993652
	Iteration 19Q: 3 clusters Score -3736637 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3736969.500000 Penalty: 3453.993652
	Iteration 20F: 3 clusters Score -3736970 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3737379.750000 Penalty: 3453.993652
	Iteration 21Q: 3 clusters Score -3737380 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3737868.250000 Penalty: 3453.993652
	Iteration 22Q: 3 clusters Score -3737868 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3738463.250000 Penalty: 3453.993652
	Iteration 23Q: 3 clusters Score -3738463 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3739154.000000 Penalty: 3453.993652
	Iteration 24Q: 3 clusters Score -3739154 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3739853.750000 Penalty: 3453.993652
	Iteration 25Q: 3 clusters Score -3739854 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3740578.500000 Penalty: 3453.993652
	Iteration 26Q: 3 clusters Score -3740578 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3741206.250000 Penalty: 3453.993652
	Iteration 27Q: 3 clusters Score -3741206 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3741653.000000 Penalty: 3453.993652
	Iteration 28Q: 3 clusters Score -3741653 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3741959.250000 Penalty: 3453.993652
	Iteration 29Q: 3 clusters Score -3741959 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3742141.000000 Penalty: 3453.993652
	Iteration 30Q: 3 clusters Score -3742141 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3742257.250000 Penalty: 3453.993652
	Iteration 31Q: 3 clusters Score -3742257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3742329.500000 Penalty: 3453.993652
	Iteration 32Q: 3 clusters Score -3742330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3742383.750000 Penalty: 3453.993652
	Iteration 33Q: 3 clusters Score -3742384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3742414.750000 Penalty: 3453.993652
	Iteration 34Q: 3 clusters Score -3742415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3742434.750000 Penalty: 3453.993652
	Iteration 35Q: 3 clusters Score -3742435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3742448.250000 Penalty: 3453.993652
	Iteration 36Q: 3 clusters Score -3742448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3742456.250000 Penalty: 3453.993652
	Iteration 37Q: 3 clusters Score -3742456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3742473.750000 Penalty: 3453.993652
	Iteration 38Q: 3 clusters Score -3742474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3742487.250000 Penalty: 3453.993652
	Iteration 39Q: 3 clusters Score -3742487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3742494.500000 Penalty: 3453.993652
	Iteration 40F: 3 clusters Score -3742494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3742501.750000 Penalty: 3453.993652
	Iteration 41Q: 3 clusters Score -3742502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3742506.500000 Penalty: 3453.993652
	Iteration 42Q: 3 clusters Score -3742506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3742510.750000 Penalty: 3453.993652
	Iteration 43Q: 3 clusters Score -3742511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3742519.500000 Penalty: 3453.993652
	Iteration 44Q: 3 clusters Score -3742520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3742525.750000 Penalty: 3453.993652
	Iteration 45Q: 3 clusters Score -3742526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3742534.000000 Penalty: 3453.993652
	Iteration 46Q: 3 clusters Score -3742534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3742541.250000 Penalty: 3453.993652
	Iteration 47Q: 3 clusters Score -3742541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3742539.500000 Penalty: 3453.993652
	Iteration 48Q: 3 clusters Score -3742540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3742545.000000 Penalty: 3453.993652
	Iteration 49Q: 3 clusters Score -3742545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3742545.250000 Penalty: 3453.993652
	Iteration 50Q: 3 clusters Score -3742545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3742545.500000 Penalty: 3453.993652
	Iteration 51Q: 3 clusters Score -3742546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3742544.750000 Penalty: 3453.993652
	Iteration 52Q: 3 clusters Score -3742545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3742547.000000 Penalty: 3453.993652
	Iteration 53Q: 3 clusters Score -3742547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3742547.000000 Penalty: 3453.993652
	Iteration 54F: 3 clusters Score -3742547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -509754.468750 Penalty: 1407.488281
	Iteration 0F: 2 clusters Score -509754.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -505312.687500 Penalty: 2814.976562
	Iteration 0F: 3 clusters Score -505312.7 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -506582.375000 Penalty: 2814.976562
	Iteration 1F: 3 clusters Score -506582.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -506790.843750 Penalty: 2814.976562
	Iteration 2F: 3 clusters Score -506790.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -507025.500000 Penalty: 2814.976562
	Iteration 3F: 3 clusters Score -507025.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -507257.843750 Penalty: 2814.976562
	Iteration 4Q: 3 clusters Score -507257.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -507447.781250 Penalty: 2814.976562
	Iteration 5Q: 3 clusters Score -507447.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -507614.500000 Penalty: 2814.976562
	Iteration 6Q: 3 clusters Score -507614.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -507765.468750 Penalty: 2814.976562
	Iteration 7Q: 3 clusters Score -507765.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -507878.375000 Penalty: 2814.976562
	Iteration 8Q: 3 clusters Score -507878.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -507982.281250 Penalty: 2814.976562
	Iteration 9Q: 3 clusters Score -507982.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -508072.781250 Penalty: 2814.976562
	Iteration 10Q: 3 clusters Score -508072.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -508159.531250 Penalty: 2814.976562
	Iteration 11Q: 3 clusters Score -508159.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -508234.843750 Penalty: 2814.976562
	Iteration 12Q: 3 clusters Score -508234.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -508326.000000 Penalty: 2814.976562
	Iteration 13Q: 3 clusters Score -508326 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -508429.187500 Penalty: 2814.976562
	Iteration 14Q: 3 clusters Score -508429.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -508536.718750 Penalty: 2814.976562
	Iteration 15Q: 3 clusters Score -508536.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -508646.312500 Penalty: 2814.976562
	Iteration 16Q: 3 clusters Score -508646.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -508777.250000 Penalty: 2814.976562
	Iteration 17Q: 3 clusters Score -508777.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -508919.093750 Penalty: 2814.976562
	Iteration 18Q: 3 clusters Score -508919.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -509068.187500 Penalty: 2814.976562
	Iteration 19Q: 3 clusters Score -509068.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -509263.968750 Penalty: 2814.976562
	Iteration 20F: 3 clusters Score -509264 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -509489.812500 Penalty: 2814.976562
	Iteration 21Q: 3 clusters Score -509489.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -509660.750000 Penalty: 2814.976562
	Iteration 22Q: 3 clusters Score -509660.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -509799.062500 Penalty: 2814.976562
	Iteration 23Q: 3 clusters Score -509799.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -509862.375000 Penalty: 2814.976562
	Iteration 24Q: 3 clusters Score -509862.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -509908.625000 Penalty: 2814.976562
	Iteration 25Q: 3 clusters Score -509908.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -509946.500000 Penalty: 2814.976562
	Iteration 26Q: 3 clusters Score -509946.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -509965.218750 Penalty: 2814.976562
	Iteration 27Q: 3 clusters Score -509965.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -509976.281250 Penalty: 2814.976562
	Iteration 28Q: 3 clusters Score -509976.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -509983.968750 Penalty: 2814.976562
	Iteration 29Q: 3 clusters Score -509984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -509989.937500 Penalty: 2814.976562
	Iteration 30Q: 3 clusters Score -509989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -509993.468750 Penalty: 2814.976562
	Iteration 31Q: 3 clusters Score -509993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -509994.625000 Penalty: 2814.976562
	Iteration 32Q: 3 clusters Score -509994.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -509998.625000 Penalty: 2814.976562
	Iteration 33Q: 3 clusters Score -509998.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -510001.281250 Penalty: 2814.976562
	Iteration 34Q: 3 clusters Score -510001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -510001.625000 Penalty: 2814.976562
	Iteration 35Q: 3 clusters Score -510001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -510007.500000 Penalty: 2814.976562
	Iteration 36Q: 3 clusters Score -510007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -510009.906250 Penalty: 2814.976562
	Iteration 37Q: 3 clusters Score -510009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -510012.062500 Penalty: 2814.976562
	Iteration 38Q: 3 clusters Score -510012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -510012.593750 Penalty: 2814.976562
	Iteration 39Q: 3 clusters Score -510012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -510012.968750 Penalty: 2814.976562
	Iteration 40F: 3 clusters Score -510013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -510014.125000 Penalty: 2814.976562
	Iteration 41Q: 3 clusters Score -510014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -510014.468750 Penalty: 2814.976562
	Iteration 42Q: 3 clusters Score -510014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -510014.281250 Penalty: 2814.976562
	Iteration 43Q: 3 clusters Score -510014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -510014.281250 Penalty: 2814.976562
	Iteration 44F: 3 clusters Score -510014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 962 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16131 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170078 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Mstep: Class 26 contains 4814 members 
Entering Unmasked Estep 
Score: -51565192.000000 Penalty: 56047.933594
Splitting cluster 4 changes total score from -51565696.000000 to -51565192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -528134.375000 Penalty: 1413.046997
	Iteration 0F: 2 clusters Score -528134.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -523511.781250 Penalty: 2826.093994
	Iteration 0F: 3 clusters Score -523511.8 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -524957.375000 Penalty: 2826.093994
	Iteration 1F: 3 clusters Score -524957.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -525212.750000 Penalty: 2826.093994
	Iteration 2F: 3 clusters Score -525212.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -525393.625000 Penalty: 2826.093994
	Iteration 3F: 3 clusters Score -525393.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -525530.750000 Penalty: 2826.093994
	Iteration 4Q: 3 clusters Score -525530.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -525663.812500 Penalty: 2826.093994
	Iteration 5Q: 3 clusters Score -525663.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -525779.687500 Penalty: 2826.093994
	Iteration 6Q: 3 clusters Score -525779.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -525866.250000 Penalty: 2826.093994
	Iteration 7Q: 3 clusters Score -525866.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -525962.187500 Penalty: 2826.093994
	Iteration 8Q: 3 clusters Score -525962.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -526053.625000 Penalty: 2826.093994
	Iteration 9Q: 3 clusters Score -526053.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -526144.562500 Penalty: 2826.093994
	Iteration 10Q: 3 clusters Score -526144.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -526213.500000 Penalty: 2826.093994
	Iteration 11Q: 3 clusters Score -526213.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -526269.000000 Penalty: 2826.093994
	Iteration 12Q: 3 clusters Score -526269 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -526311.375000 Penalty: 2826.093994
	Iteration 13Q: 3 clusters Score -526311.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -526348.750000 Penalty: 2826.093994
	Iteration 14Q: 3 clusters Score -526348.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -526378.687500 Penalty: 2826.093994
	Iteration 15Q: 3 clusters Score -526378.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -526404.062500 Penalty: 2826.093994
	Iteration 16Q: 3 clusters Score -526404.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -526423.500000 Penalty: 2826.093994
	Iteration 17Q: 3 clusters Score -526423.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -526441.375000 Penalty: 2826.093994
	Iteration 18Q: 3 clusters Score -526441.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -526456.750000 Penalty: 2826.093994
	Iteration 19Q: 3 clusters Score -526456.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -526471.250000 Penalty: 2826.093994
	Iteration 20F: 3 clusters Score -526471.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -526482.812500 Penalty: 2826.093994
	Iteration 21Q: 3 clusters Score -526482.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -526491.750000 Penalty: 2826.093994
	Iteration 22Q: 3 clusters Score -526491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -526494.000000 Penalty: 2826.093994
	Iteration 23Q: 3 clusters Score -526494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -526498.187500 Penalty: 2826.093994
	Iteration 24Q: 3 clusters Score -526498.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -526501.125000 Penalty: 2826.093994
	Iteration 25Q: 3 clusters Score -526501.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -526504.500000 Penalty: 2826.093994
	Iteration 26Q: 3 clusters Score -526504.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -526507.500000 Penalty: 2826.093994
	Iteration 27Q: 3 clusters Score -526507.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -526510.000000 Penalty: 2826.093994
	Iteration 28Q: 3 clusters Score -526510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -526513.187500 Penalty: 2826.093994
	Iteration 29Q: 3 clusters Score -526513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -526514.562500 Penalty: 2826.093994
	Iteration 30Q: 3 clusters Score -526514.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -526516.437500 Penalty: 2826.093994
	Iteration 31Q: 3 clusters Score -526516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -526519.375000 Penalty: 2826.093994
	Iteration 32Q: 3 clusters Score -526519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -526522.250000 Penalty: 2826.093994
	Iteration 33Q: 3 clusters Score -526522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -526525.500000 Penalty: 2826.093994
	Iteration 34Q: 3 clusters Score -526525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -526528.437500 Penalty: 2826.093994
	Iteration 35Q: 3 clusters Score -526528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -526529.250000 Penalty: 2826.093994
	Iteration 36Q: 3 clusters Score -526529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -526531.750000 Penalty: 2826.093994
	Iteration 37Q: 3 clusters Score -526531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -526533.625000 Penalty: 2826.093994
	Iteration 38Q: 3 clusters Score -526533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -526535.687500 Penalty: 2826.093994
	Iteration 39Q: 3 clusters Score -526535.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -526537.500000 Penalty: 2826.093994
	Iteration 40F: 3 clusters Score -526537.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -526539.500000 Penalty: 2826.093994
	Iteration 41Q: 3 clusters Score -526539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -526542.000000 Penalty: 2826.093994
	Iteration 42Q: 3 clusters Score -526542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -526544.062500 Penalty: 2826.093994
	Iteration 43Q: 3 clusters Score -526544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -526546.875000 Penalty: 2826.093994
	Iteration 44Q: 3 clusters Score -526546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -526547.937500 Penalty: 2826.093994
	Iteration 45Q: 3 clusters Score -526547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -526549.187500 Penalty: 2826.093994
	Iteration 46Q: 3 clusters Score -526549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -526550.312500 Penalty: 2826.093994
	Iteration 47Q: 3 clusters Score -526550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -526550.437500 Penalty: 2826.093994
	Iteration 48Q: 3 clusters Score -526550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -526551.000000 Penalty: 2826.093994
	Iteration 49Q: 3 clusters Score -526551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -526550.500000 Penalty: 2826.093994
	Iteration 50Q: 3 clusters Score -526550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -526552.062500 Penalty: 2826.093994
	Iteration 51Q: 3 clusters Score -526552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -526552.750000 Penalty: 2826.093994
	Iteration 52Q: 3 clusters Score -526552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -526553.562500 Penalty: 2826.093994
	Iteration 53Q: 3 clusters Score -526553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -526553.062500 Penalty: 2826.093994
	Iteration 54Q: 3 clusters Score -526553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -526554.750000 Penalty: 2826.093994
	Iteration 55Q: 3 clusters Score -526554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -526554.937500 Penalty: 2826.093994
	Iteration 56Q: 3 clusters Score -526554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -526556.000000 Penalty: 2826.093994
	Iteration 57Q: 3 clusters Score -526556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -526558.125000 Penalty: 2826.093994
	Iteration 58Q: 3 clusters Score -526558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -526561.062500 Penalty: 2826.093994
	Iteration 59Q: 3 clusters Score -526561.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -526562.750000 Penalty: 2826.093994
	Iteration 60F: 3 clusters Score -526562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -526564.812500 Penalty: 2826.093994
	Iteration 61Q: 3 clusters Score -526564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -526566.437500 Penalty: 2826.093994
	Iteration 62Q: 3 clusters Score -526566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -526570.750000 Penalty: 2826.093994
	Iteration 63Q: 3 clusters Score -526570.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -526571.187500 Penalty: 2826.093994
	Iteration 64Q: 3 clusters Score -526571.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -526574.687500 Penalty: 2826.093994
	Iteration 65Q: 3 clusters Score -526574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -526576.250000 Penalty: 2826.093994
	Iteration 66Q: 3 clusters Score -526576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -526578.562500 Penalty: 2826.093994
	Iteration 67Q: 3 clusters Score -526578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -526582.000000 Penalty: 2826.093994
	Iteration 68Q: 3 clusters Score -526582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -526584.750000 Penalty: 2826.093994
	Iteration 69Q: 3 clusters Score -526584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -526588.375000 Penalty: 2826.093994
	Iteration 70Q: 3 clusters Score -526588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -526590.875000 Penalty: 2826.093994
	Iteration 71Q: 3 clusters Score -526590.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -526592.562500 Penalty: 2826.093994
	Iteration 72Q: 3 clusters Score -526592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -526593.125000 Penalty: 2826.093994
	Iteration 73Q: 3 clusters Score -526593.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -526596.562500 Penalty: 2826.093994
	Iteration 74Q: 3 clusters Score -526596.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -526599.312500 Penalty: 2826.093994
	Iteration 75Q: 3 clusters Score -526599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -526601.937500 Penalty: 2826.093994
	Iteration 76Q: 3 clusters Score -526601.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -526608.875000 Penalty: 2826.093994
	Iteration 77Q: 3 clusters Score -526608.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -526613.625000 Penalty: 2826.093994
	Iteration 78Q: 3 clusters Score -526613.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -526617.187500 Penalty: 2826.093994
	Iteration 79Q: 3 clusters Score -526617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -526622.062500 Penalty: 2826.093994
	Iteration 80F: 3 clusters Score -526622.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -526626.500000 Penalty: 2826.093994
	Iteration 81Q: 3 clusters Score -526626.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -526630.000000 Penalty: 2826.093994
	Iteration 82Q: 3 clusters Score -526630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -526634.187500 Penalty: 2826.093994
	Iteration 83Q: 3 clusters Score -526634.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -526639.000000 Penalty: 2826.093994
	Iteration 84Q: 3 clusters Score -526639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -526642.187500 Penalty: 2826.093994
	Iteration 85Q: 3 clusters Score -526642.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -526646.062500 Penalty: 2826.093994
	Iteration 86Q: 3 clusters Score -526646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -526650.625000 Penalty: 2826.093994
	Iteration 87Q: 3 clusters Score -526650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -526654.687500 Penalty: 2826.093994
	Iteration 88Q: 3 clusters Score -526654.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -526657.125000 Penalty: 2826.093994
	Iteration 89Q: 3 clusters Score -526657.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -526663.312500 Penalty: 2826.093994
	Iteration 90Q: 3 clusters Score -526663.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -526668.812500 Penalty: 2826.093994
	Iteration 91Q: 3 clusters Score -526668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -526673.437500 Penalty: 2826.093994
	Iteration 92Q: 3 clusters Score -526673.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -526678.437500 Penalty: 2826.093994
	Iteration 93Q: 3 clusters Score -526678.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -526685.187500 Penalty: 2826.093994
	Iteration 94Q: 3 clusters Score -526685.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -526690.312500 Penalty: 2826.093994
	Iteration 95Q: 3 clusters Score -526690.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -526694.000000 Penalty: 2826.093994
	Iteration 96Q: 3 clusters Score -526694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -526695.250000 Penalty: 2826.093994
	Iteration 97Q: 3 clusters Score -526695.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -526697.062500 Penalty: 2826.093994
	Iteration 98Q: 3 clusters Score -526697.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -526700.125000 Penalty: 2826.093994
	Iteration 99Q: 3 clusters Score -526700.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -526703.750000 Penalty: 2826.093994
	Iteration 100F: 3 clusters Score -526703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -526704.687500 Penalty: 2826.093994
	Iteration 101Q: 3 clusters Score -526704.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -526708.500000 Penalty: 2826.093994
	Iteration 102Q: 3 clusters Score -526708.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -526710.250000 Penalty: 2826.093994
	Iteration 103Q: 3 clusters Score -526710.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -526715.687500 Penalty: 2826.093994
	Iteration 104Q: 3 clusters Score -526715.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -526718.625000 Penalty: 2826.093994
	Iteration 105Q: 3 clusters Score -526718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -526722.187500 Penalty: 2826.093994
	Iteration 106Q: 3 clusters Score -526722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -526723.812500 Penalty: 2826.093994
	Iteration 107Q: 3 clusters Score -526723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -526723.750000 Penalty: 2826.093994
	Iteration 108Q: 3 clusters Score -526723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -526724.812500 Penalty: 2826.093994
	Iteration 109Q: 3 clusters Score -526724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -526726.437500 Penalty: 2826.093994
	Iteration 110Q: 3 clusters Score -526726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -526728.312500 Penalty: 2826.093994
	Iteration 111Q: 3 clusters Score -526728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -526732.437500 Penalty: 2826.093994
	Iteration 112Q: 3 clusters Score -526732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -526734.437500 Penalty: 2826.093994
	Iteration 113Q: 3 clusters Score -526734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -526735.000000 Penalty: 2826.093994
	Iteration 114Q: 3 clusters Score -526735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -526737.437500 Penalty: 2826.093994
	Iteration 115Q: 3 clusters Score -526737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -526739.687500 Penalty: 2826.093994
	Iteration 116Q: 3 clusters Score -526739.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -526740.250000 Penalty: 2826.093994
	Iteration 117Q: 3 clusters Score -526740.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -526742.125000 Penalty: 2826.093994
	Iteration 118Q: 3 clusters Score -526742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -526744.500000 Penalty: 2826.093994
	Iteration 119Q: 3 clusters Score -526744.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -526746.312500 Penalty: 2826.093994
	Iteration 120F: 3 clusters Score -526746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -526748.687500 Penalty: 2826.093994
	Iteration 121Q: 3 clusters Score -526748.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -526750.750000 Penalty: 2826.093994
	Iteration 122Q: 3 clusters Score -526750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -526754.937500 Penalty: 2826.093994
	Iteration 123Q: 3 clusters Score -526754.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -526758.937500 Penalty: 2826.093994
	Iteration 124Q: 3 clusters Score -526758.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -526763.000000 Penalty: 2826.093994
	Iteration 125Q: 3 clusters Score -526763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -526765.875000 Penalty: 2826.093994
	Iteration 126Q: 3 clusters Score -526765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -526766.250000 Penalty: 2826.093994
	Iteration 127Q: 3 clusters Score -526766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -526766.062500 Penalty: 2826.093994
	Iteration 128Q: 3 clusters Score -526766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -526766.125000 Penalty: 2826.093994
	Iteration 129Q: 3 clusters Score -526766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -526766.125000 Penalty: 2826.093994
	Iteration 130F: 3 clusters Score -526766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Entering Unmasked Estep 
Score: -1429809.625000 Penalty: 1574.380981
	Iteration 0F: 2 clusters Score -1429810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1418747.875000 Penalty: 3148.761963
	Iteration 0F: 3 clusters Score -1418748 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1422769.625000 Penalty: 3148.761963
	Iteration 1F: 3 clusters Score -1422770 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1423426.875000 Penalty: 3148.761963
	Iteration 2F: 3 clusters Score -1423427 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1424240.375000 Penalty: 3148.761963
	Iteration 3F: 3 clusters Score -1424240 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1425129.625000 Penalty: 3148.761963
	Iteration 4F: 3 clusters Score -1425130 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1425950.250000 Penalty: 3148.761963
	Iteration 5F: 3 clusters Score -1425950 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1426647.875000 Penalty: 3148.761963
	Iteration 6F: 3 clusters Score -1426648 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1427127.500000 Penalty: 3148.761963
	Iteration 7Q: 3 clusters Score -1427128 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1427436.750000 Penalty: 3148.761963
	Iteration 8Q: 3 clusters Score -1427437 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1427621.375000 Penalty: 3148.761963
	Iteration 9Q: 3 clusters Score -1427621 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1427769.125000 Penalty: 3148.761963
	Iteration 10Q: 3 clusters Score -1427769 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1427907.250000 Penalty: 3148.761963
	Iteration 11Q: 3 clusters Score -1427907 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1428033.625000 Penalty: 3148.761963
	Iteration 12Q: 3 clusters Score -1428034 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1428137.625000 Penalty: 3148.761963
	Iteration 13Q: 3 clusters Score -1428138 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1428209.000000 Penalty: 3148.761963
	Iteration 14Q: 3 clusters Score -1428209 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1428280.625000 Penalty: 3148.761963
	Iteration 15Q: 3 clusters Score -1428281 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1428334.000000 Penalty: 3148.761963
	Iteration 16Q: 3 clusters Score -1428334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1428384.375000 Penalty: 3148.761963
	Iteration 17Q: 3 clusters Score -1428384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1428418.250000 Penalty: 3148.761963
	Iteration 18Q: 3 clusters Score -1428418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1428453.875000 Penalty: 3148.761963
	Iteration 19Q: 3 clusters Score -1428454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1428483.500000 Penalty: 3148.761963
	Iteration 20F: 3 clusters Score -1428484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1428511.500000 Penalty: 3148.761963
	Iteration 21Q: 3 clusters Score -1428512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1428531.000000 Penalty: 3148.761963
	Iteration 22Q: 3 clusters Score -1428531 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1428551.875000 Penalty: 3148.761963
	Iteration 23Q: 3 clusters Score -1428552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1428569.125000 Penalty: 3148.761963
	Iteration 24Q: 3 clusters Score -1428569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1428585.625000 Penalty: 3148.761963
	Iteration 25Q: 3 clusters Score -1428586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1428602.500000 Penalty: 3148.761963
	Iteration 26Q: 3 clusters Score -1428602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1428616.125000 Penalty: 3148.761963
	Iteration 27Q: 3 clusters Score -1428616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1428630.500000 Penalty: 3148.761963
	Iteration 28Q: 3 clusters Score -1428630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1428647.625000 Penalty: 3148.761963
	Iteration 29Q: 3 clusters Score -1428648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1428669.875000 Penalty: 3148.761963
	Iteration 30Q: 3 clusters Score -1428670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1428681.125000 Penalty: 3148.761963
	Iteration 31Q: 3 clusters Score -1428681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1428693.250000 Penalty: 3148.761963
	Iteration 32Q: 3 clusters Score -1428693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1428697.750000 Penalty: 3148.761963
	Iteration 33Q: 3 clusters Score -1428698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1428708.250000 Penalty: 3148.761963
	Iteration 34Q: 3 clusters Score -1428708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1428716.125000 Penalty: 3148.761963
	Iteration 35Q: 3 clusters Score -1428716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1428720.250000 Penalty: 3148.761963
	Iteration 36Q: 3 clusters Score -1428720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1428724.625000 Penalty: 3148.761963
	Iteration 37Q: 3 clusters Score -1428725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1428724.750000 Penalty: 3148.761963
	Iteration 38Q: 3 clusters Score -1428725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1428731.375000 Penalty: 3148.761963
	Iteration 39Q: 3 clusters Score -1428731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1428732.625000 Penalty: 3148.761963
	Iteration 40F: 3 clusters Score -1428733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1428733.500000 Penalty: 3148.761963
	Iteration 41Q: 3 clusters Score -1428734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1428739.625000 Penalty: 3148.761963
	Iteration 42Q: 3 clusters Score -1428740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1428749.875000 Penalty: 3148.761963
	Iteration 43Q: 3 clusters Score -1428750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1428747.625000 Penalty: 3148.761963
	Iteration 44Q: 3 clusters Score -1428748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1428748.250000 Penalty: 3148.761963
	Iteration 45Q: 3 clusters Score -1428748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1428750.750000 Penalty: 3148.761963
	Iteration 46Q: 3 clusters Score -1428751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1428749.750000 Penalty: 3148.761963
	Iteration 47Q: 3 clusters Score -1428750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1428752.250000 Penalty: 3148.761963
	Iteration 48Q: 3 clusters Score -1428752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1428751.875000 Penalty: 3148.761963
	Iteration 49Q: 3 clusters Score -1428752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1428754.875000 Penalty: 3148.761963
	Iteration 50Q: 3 clusters Score -1428755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1428754.500000 Penalty: 3148.761963
	Iteration 51Q: 3 clusters Score -1428754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1428754.500000 Penalty: 3148.761963
	Iteration 52F: 3 clusters Score -1428754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Entering Unmasked Estep 
Score: -4620658.500000 Penalty: 1757.347290
	Iteration 0F: 2 clusters Score -4620658 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 24990 members 
Entering Unmasked Estep 
Score: -4587460.000000 Penalty: 3514.694580
	Iteration 0F: 3 clusters Score -4587460 nChanged 23309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -4600597.500000 Penalty: 3514.694580
	Iteration 1F: 3 clusters Score -4600598 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4601157.500000 Penalty: 3514.694580
	Iteration 2Q: 3 clusters Score -4601158 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4601942.500000 Penalty: 3514.694580
	Iteration 3Q: 3 clusters Score -4601942 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4603111.000000 Penalty: 3514.694580
	Iteration 4Q: 3 clusters Score -4603111 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4604916.000000 Penalty: 3514.694580
	Iteration 5F: 3 clusters Score -4604916 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -4607525.000000 Penalty: 3514.694580
	Iteration 6F: 3 clusters Score -4607525 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4611077.500000 Penalty: 3514.694580
	Iteration 7F: 3 clusters Score -4611078 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -4614692.000000 Penalty: 3514.694580
	Iteration 8F: 3 clusters Score -4614692 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -4617187.000000 Penalty: 3514.694580
	Iteration 9F: 3 clusters Score -4617187 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -4618367.000000 Penalty: 3514.694580
	Iteration 10Q: 3 clusters Score -4618367 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -4618811.500000 Penalty: 3514.694580
	Iteration 11Q: 3 clusters Score -4618812 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -4618955.000000 Penalty: 3514.694580
	Iteration 12Q: 3 clusters Score -4618955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -4619031.500000 Penalty: 3514.694580
	Iteration 13Q: 3 clusters Score -4619032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -4619060.000000 Penalty: 3514.694580
	Iteration 14Q: 3 clusters Score -4619060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -4619068.500000 Penalty: 3514.694580
	Iteration 15Q: 3 clusters Score -4619068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -4619091.000000 Penalty: 3514.694580
	Iteration 16Q: 3 clusters Score -4619091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -4619106.000000 Penalty: 3514.694580
	Iteration 17Q: 3 clusters Score -4619106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -4619118.500000 Penalty: 3514.694580
	Iteration 18Q: 3 clusters Score -4619118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -4619125.500000 Penalty: 3514.694580
	Iteration 19Q: 3 clusters Score -4619126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -4619127.500000 Penalty: 3514.694580
	Iteration 20F: 3 clusters Score -4619128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -4619132.000000 Penalty: 3514.694580
	Iteration 21Q: 3 clusters Score -4619132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -4619137.500000 Penalty: 3514.694580
	Iteration 22Q: 3 clusters Score -4619138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4619136.500000 Penalty: 3514.694580
	Iteration 23Q: 3 clusters Score -4619136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4619136.500000 Penalty: 3514.694580
	Iteration 24F: 3 clusters Score -4619136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -161930.093750 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -161930.1 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 865 members 
Entering Unmasked Estep 
Score: -159968.921875 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -159968.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160346.187500 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -160346.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160418.687500 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -160418.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -160452.718750 Penalty: 2433.877197
	Iteration 3Q: 3 clusters Score -160452.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -160479.312500 Penalty: 2433.877197
	Iteration 4Q: 3 clusters Score -160479.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -160498.343750 Penalty: 2433.877197
	Iteration 5Q: 3 clusters Score -160498.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -160510.718750 Penalty: 2433.877197
	Iteration 6Q: 3 clusters Score -160510.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160524.968750 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -160525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160538.203125 Penalty: 2433.877197
	Iteration 8Q: 3 clusters Score -160538.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -160545.109375 Penalty: 2433.877197
	Iteration 9Q: 3 clusters Score -160545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -160551.468750 Penalty: 2433.877197
	Iteration 10Q: 3 clusters Score -160551.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -160560.218750 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -160560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160570.171875 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -160570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160575.671875 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -160575.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160581.140625 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -160581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160588.625000 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -160588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160596.156250 Penalty: 2433.877197
	Iteration 16Q: 3 clusters Score -160596.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -160606.968750 Penalty: 2433.877197
	Iteration 17Q: 3 clusters Score -160607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -160613.328125 Penalty: 2433.877197
	Iteration 18Q: 3 clusters Score -160613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -160616.921875 Penalty: 2433.877197
	Iteration 19Q: 3 clusters Score -160616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160618.609375 Penalty: 2433.877197
	Iteration 20F: 3 clusters Score -160618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160619.937500 Penalty: 2433.877197
	Iteration 21Q: 3 clusters Score -160619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160620.250000 Penalty: 2433.877197
	Iteration 22Q: 3 clusters Score -160620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160620.875000 Penalty: 2433.877197
	Iteration 23Q: 3 clusters Score -160620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160622.906250 Penalty: 2433.877197
	Iteration 24Q: 3 clusters Score -160622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -160624.937500 Penalty: 2433.877197
	Iteration 25Q: 3 clusters Score -160624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160627.703125 Penalty: 2433.877197
	Iteration 26Q: 3 clusters Score -160627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -160629.625000 Penalty: 2433.877197
	Iteration 27Q: 3 clusters Score -160629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160631.078125 Penalty: 2433.877197
	Iteration 28Q: 3 clusters Score -160631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -160633.375000 Penalty: 2433.877197
	Iteration 29Q: 3 clusters Score -160633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -160635.218750 Penalty: 2433.877197
	Iteration 30Q: 3 clusters Score -160635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160637.296875 Penalty: 2433.877197
	Iteration 31Q: 3 clusters Score -160637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160638.234375 Penalty: 2433.877197
	Iteration 32Q: 3 clusters Score -160638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160639.656250 Penalty: 2433.877197
	Iteration 33Q: 3 clusters Score -160639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -160643.828125 Penalty: 2433.877197
	Iteration 34Q: 3 clusters Score -160643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -160648.265625 Penalty: 2433.877197
	Iteration 35Q: 3 clusters Score -160648.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -160654.234375 Penalty: 2433.877197
	Iteration 36Q: 3 clusters Score -160654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160657.109375 Penalty: 2433.877197
	Iteration 37Q: 3 clusters Score -160657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -160661.953125 Penalty: 2433.877197
	Iteration 38Q: 3 clusters Score -160662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -160665.656250 Penalty: 2433.877197
	Iteration 39Q: 3 clusters Score -160665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -160671.046875 Penalty: 2433.877197
	Iteration 40F: 3 clusters Score -160671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160680.812500 Penalty: 2433.877197
	Iteration 41Q: 3 clusters Score -160680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -160693.203125 Penalty: 2433.877197
	Iteration 42Q: 3 clusters Score -160693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160710.531250 Penalty: 2433.877197
	Iteration 43Q: 3 clusters Score -160710.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -160722.734375 Penalty: 2433.877197
	Iteration 44Q: 3 clusters Score -160722.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160729.453125 Penalty: 2433.877197
	Iteration 45Q: 3 clusters Score -160729.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -160736.671875 Penalty: 2433.877197
	Iteration 46Q: 3 clusters Score -160736.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160742.687500 Penalty: 2433.877197
	Iteration 47Q: 3 clusters Score -160742.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160748.171875 Penalty: 2433.877197
	Iteration 48Q: 3 clusters Score -160748.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -160754.421875 Penalty: 2433.877197
	Iteration 49Q: 3 clusters Score -160754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160759.687500 Penalty: 2433.877197
	Iteration 50Q: 3 clusters Score -160759.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160762.953125 Penalty: 2433.877197
	Iteration 51Q: 3 clusters Score -160763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160766.484375 Penalty: 2433.877197
	Iteration 52Q: 3 clusters Score -160766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -160767.312500 Penalty: 2433.877197
	Iteration 53Q: 3 clusters Score -160767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -160767.375000 Penalty: 2433.877197
	Iteration 54Q: 3 clusters Score -160767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160767.937500 Penalty: 2433.877197
	Iteration 55Q: 3 clusters Score -160767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -160769.984375 Penalty: 2433.877197
	Iteration 56Q: 3 clusters Score -160770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160771.171875 Penalty: 2433.877197
	Iteration 57Q: 3 clusters Score -160771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160773.781250 Penalty: 2433.877197
	Iteration 58Q: 3 clusters Score -160773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -160776.906250 Penalty: 2433.877197
	Iteration 59Q: 3 clusters Score -160776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160778.140625 Penalty: 2433.877197
	Iteration 60F: 3 clusters Score -160778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -160778.531250 Penalty: 2433.877197
	Iteration 61Q: 3 clusters Score -160778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160779.109375 Penalty: 2433.877197
	Iteration 62Q: 3 clusters Score -160779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -160779.734375 Penalty: 2433.877197
	Iteration 63Q: 3 clusters Score -160779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -160780.375000 Penalty: 2433.877197
	Iteration 64Q: 3 clusters Score -160780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -160781.031250 Penalty: 2433.877197
	Iteration 65Q: 3 clusters Score -160781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160782.640625 Penalty: 2433.877197
	Iteration 66Q: 3 clusters Score -160782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -160783.890625 Penalty: 2433.877197
	Iteration 67Q: 3 clusters Score -160783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -160784.375000 Penalty: 2433.877197
	Iteration 68Q: 3 clusters Score -160784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160785.062500 Penalty: 2433.877197
	Iteration 69Q: 3 clusters Score -160785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -160785.687500 Penalty: 2433.877197
	Iteration 70Q: 3 clusters Score -160785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -160785.687500 Penalty: 2433.877197
	Iteration 71F: 3 clusters Score -160785.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Entering Unmasked Estep 
Score: -599119.187500 Penalty: 1428.468140
	Iteration 0F: 2 clusters Score -599119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -594085.937500 Penalty: 2856.936279
	Iteration 0F: 3 clusters Score -594085.9 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -595615.437500 Penalty: 2856.936279
	Iteration 1F: 3 clusters Score -595615.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -595817.062500 Penalty: 2856.936279
	Iteration 2F: 3 clusters Score -595817.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -595967.062500 Penalty: 2856.936279
	Iteration 3F: 3 clusters Score -595967.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -596085.812500 Penalty: 2856.936279
	Iteration 4Q: 3 clusters Score -596085.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -596222.625000 Penalty: 2856.936279
	Iteration 5Q: 3 clusters Score -596222.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -596360.312500 Penalty: 2856.936279
	Iteration 6Q: 3 clusters Score -596360.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -596499.875000 Penalty: 2856.936279
	Iteration 7Q: 3 clusters Score -596499.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -596638.875000 Penalty: 2856.936279
	Iteration 8Q: 3 clusters Score -596638.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -596773.250000 Penalty: 2856.936279
	Iteration 9Q: 3 clusters Score -596773.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -596891.937500 Penalty: 2856.936279
	Iteration 10Q: 3 clusters Score -596891.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -597021.250000 Penalty: 2856.936279
	Iteration 11Q: 3 clusters Score -597021.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -597133.437500 Penalty: 2856.936279
	Iteration 12Q: 3 clusters Score -597133.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -597240.500000 Penalty: 2856.936279
	Iteration 13Q: 3 clusters Score -597240.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -597340.500000 Penalty: 2856.936279
	Iteration 14Q: 3 clusters Score -597340.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -597402.625000 Penalty: 2856.936279
	Iteration 15Q: 3 clusters Score -597402.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -597434.937500 Penalty: 2856.936279
	Iteration 16Q: 3 clusters Score -597434.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -597456.312500 Penalty: 2856.936279
	Iteration 17Q: 3 clusters Score -597456.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -597468.062500 Penalty: 2856.936279
	Iteration 18Q: 3 clusters Score -597468.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -597480.187500 Penalty: 2856.936279
	Iteration 19Q: 3 clusters Score -597480.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -597485.437500 Penalty: 2856.936279
	Iteration 20F: 3 clusters Score -597485.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -597491.687500 Penalty: 2856.936279
	Iteration 21Q: 3 clusters Score -597491.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -597498.937500 Penalty: 2856.936279
	Iteration 22Q: 3 clusters Score -597498.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -597502.437500 Penalty: 2856.936279
	Iteration 23Q: 3 clusters Score -597502.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -597509.312500 Penalty: 2856.936279
	Iteration 24Q: 3 clusters Score -597509.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -597514.062500 Penalty: 2856.936279
	Iteration 25Q: 3 clusters Score -597514.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -597518.625000 Penalty: 2856.936279
	Iteration 26Q: 3 clusters Score -597518.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -597521.375000 Penalty: 2856.936279
	Iteration 27Q: 3 clusters Score -597521.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -597524.437500 Penalty: 2856.936279
	Iteration 28Q: 3 clusters Score -597524.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -597527.562500 Penalty: 2856.936279
	Iteration 29Q: 3 clusters Score -597527.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -597529.437500 Penalty: 2856.936279
	Iteration 30Q: 3 clusters Score -597529.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -597531.875000 Penalty: 2856.936279
	Iteration 31Q: 3 clusters Score -597531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -597533.625000 Penalty: 2856.936279
	Iteration 32Q: 3 clusters Score -597533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -597533.937500 Penalty: 2856.936279
	Iteration 33Q: 3 clusters Score -597533.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -597536.375000 Penalty: 2856.936279
	Iteration 34Q: 3 clusters Score -597536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -597536.937500 Penalty: 2856.936279
	Iteration 35Q: 3 clusters Score -597536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -597536.750000 Penalty: 2856.936279
	Iteration 36Q: 3 clusters Score -597536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -597537.437500 Penalty: 2856.936279
	Iteration 37Q: 3 clusters Score -597537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -597538.625000 Penalty: 2856.936279
	Iteration 38Q: 3 clusters Score -597538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -597539.437500 Penalty: 2856.936279
	Iteration 39Q: 3 clusters Score -597539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -597540.062500 Penalty: 2856.936279
	Iteration 40F: 3 clusters Score -597540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -597539.812500 Penalty: 2856.936279
	Iteration 41Q: 3 clusters Score -597539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -597539.312500 Penalty: 2856.936279
	Iteration 42Q: 3 clusters Score -597539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -597538.000000 Penalty: 2856.936279
	Iteration 43Q: 3 clusters Score -597538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -597538.562500 Penalty: 2856.936279
	Iteration 44Q: 3 clusters Score -597538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -597538.562500 Penalty: 2856.936279
	Iteration 45F: 3 clusters Score -597538.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -148047.984375 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -148048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -146144.906250 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -146144.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -146570.203125 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -146570.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -146736.437500 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -146736.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146830.843750 Penalty: 2425.406494
	Iteration 3F: 3 clusters Score -146830.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -146909.031250 Penalty: 2425.406494
	Iteration 4Q: 3 clusters Score -146909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -146969.750000 Penalty: 2425.406494
	Iteration 5Q: 3 clusters Score -146969.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -147027.656250 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -147027.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -147069.125000 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -147069.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -147095.734375 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -147095.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147115.578125 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -147115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -147125.828125 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -147125.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147136.250000 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -147136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -147143.375000 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -147143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147150.718750 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -147150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147153.281250 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -147153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147157.156250 Penalty: 2425.406494
	Iteration 15Q: 3 clusters Score -147157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -147158.968750 Penalty: 2425.406494
	Iteration 16Q: 3 clusters Score -147159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147160.406250 Penalty: 2425.406494
	Iteration 17Q: 3 clusters Score -147160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -147161.187500 Penalty: 2425.406494
	Iteration 18Q: 3 clusters Score -147161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147161.703125 Penalty: 2425.406494
	Iteration 19Q: 3 clusters Score -147161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -147162.093750 Penalty: 2425.406494
	Iteration 20F: 3 clusters Score -147162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -273468.843750 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -273468.8 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 1442 members 
Entering Unmasked Estep 
Score: -270817.062500 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -270817.1 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -271410.437500 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -271410.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -271537.687500 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -271537.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -271628.750000 Penalty: 2585.171143
	Iteration 3F: 3 clusters Score -271628.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -271680.156250 Penalty: 2585.171143
	Iteration 4Q: 3 clusters Score -271680.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -271722.656250 Penalty: 2585.171143
	Iteration 5Q: 3 clusters Score -271722.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -271749.156250 Penalty: 2585.171143
	Iteration 6Q: 3 clusters Score -271749.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -271770.281250 Penalty: 2585.171143
	Iteration 7Q: 3 clusters Score -271770.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -271787.937500 Penalty: 2585.171143
	Iteration 8Q: 3 clusters Score -271787.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -271804.937500 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -271804.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -271815.312500 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -271815.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -271826.500000 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -271826.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -271837.375000 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -271837.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -271847.250000 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -271847.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -271857.125000 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -271857.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -271868.343750 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -271868.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -271879.000000 Penalty: 2585.171143
	Iteration 16Q: 3 clusters Score -271879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -271887.437500 Penalty: 2585.171143
	Iteration 17Q: 3 clusters Score -271887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -271895.406250 Penalty: 2585.171143
	Iteration 18Q: 3 clusters Score -271895.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -271906.281250 Penalty: 2585.171143
	Iteration 19Q: 3 clusters Score -271906.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -271912.312500 Penalty: 2585.171143
	Iteration 20F: 3 clusters Score -271912.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -271921.812500 Penalty: 2585.171143
	Iteration 21Q: 3 clusters Score -271921.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -271935.531250 Penalty: 2585.171143
	Iteration 22Q: 3 clusters Score -271935.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -271948.687500 Penalty: 2585.171143
	Iteration 23Q: 3 clusters Score -271948.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -271963.312500 Penalty: 2585.171143
	Iteration 24Q: 3 clusters Score -271963.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -271980.125000 Penalty: 2585.171143
	Iteration 25Q: 3 clusters Score -271980.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -272001.250000 Penalty: 2585.171143
	Iteration 26Q: 3 clusters Score -272001.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -272017.531250 Penalty: 2585.171143
	Iteration 27Q: 3 clusters Score -272017.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -272032.437500 Penalty: 2585.171143
	Iteration 28Q: 3 clusters Score -272032.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -272049.500000 Penalty: 2585.171143
	Iteration 29Q: 3 clusters Score -272049.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -272061.968750 Penalty: 2585.171143
	Iteration 30Q: 3 clusters Score -272062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -272076.812500 Penalty: 2585.171143
	Iteration 31Q: 3 clusters Score -272076.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -272095.500000 Penalty: 2585.171143
	Iteration 32Q: 3 clusters Score -272095.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -272111.281250 Penalty: 2585.171143
	Iteration 33Q: 3 clusters Score -272111.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -272122.562500 Penalty: 2585.171143
	Iteration 34Q: 3 clusters Score -272122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -272128.500000 Penalty: 2585.171143
	Iteration 35Q: 3 clusters Score -272128.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -272133.750000 Penalty: 2585.171143
	Iteration 36Q: 3 clusters Score -272133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -272140.937500 Penalty: 2585.171143
	Iteration 37Q: 3 clusters Score -272140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -272152.750000 Penalty: 2585.171143
	Iteration 38Q: 3 clusters Score -272152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -272160.375000 Penalty: 2585.171143
	Iteration 39Q: 3 clusters Score -272160.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -272166.812500 Penalty: 2585.171143
	Iteration 40F: 3 clusters Score -272166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -272173.156250 Penalty: 2585.171143
	Iteration 41Q: 3 clusters Score -272173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -272181.250000 Penalty: 2585.171143
	Iteration 42Q: 3 clusters Score -272181.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -272193.031250 Penalty: 2585.171143
	Iteration 43Q: 3 clusters Score -272193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -272200.812500 Penalty: 2585.171143
	Iteration 44Q: 3 clusters Score -272200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -272210.218750 Penalty: 2585.171143
	Iteration 45Q: 3 clusters Score -272210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -272221.593750 Penalty: 2585.171143
	Iteration 46Q: 3 clusters Score -272221.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -272231.906250 Penalty: 2585.171143
	Iteration 47Q: 3 clusters Score -272231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -272239.718750 Penalty: 2585.171143
	Iteration 48Q: 3 clusters Score -272239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -272243.875000 Penalty: 2585.171143
	Iteration 49Q: 3 clusters Score -272243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -272246.843750 Penalty: 2585.171143
	Iteration 50Q: 3 clusters Score -272246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -272250.531250 Penalty: 2585.171143
	Iteration 51Q: 3 clusters Score -272250.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -272255.187500 Penalty: 2585.171143
	Iteration 52Q: 3 clusters Score -272255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -272256.656250 Penalty: 2585.171143
	Iteration 53Q: 3 clusters Score -272256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -272256.937500 Penalty: 2585.171143
	Iteration 54Q: 3 clusters Score -272256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -272257.812500 Penalty: 2585.171143
	Iteration 55Q: 3 clusters Score -272257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -272259.281250 Penalty: 2585.171143
	Iteration 56Q: 3 clusters Score -272259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -272263.937500 Penalty: 2585.171143
	Iteration 57Q: 3 clusters Score -272263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -272267.125000 Penalty: 2585.171143
	Iteration 58Q: 3 clusters Score -272267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -272267.968750 Penalty: 2585.171143
	Iteration 59Q: 3 clusters Score -272268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -272268.656250 Penalty: 2585.171143
	Iteration 60F: 3 clusters Score -272268.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Entering Unmasked Estep 
Score: -887839.125000 Penalty: 1486.694702
	Iteration 0F: 2 clusters Score -887839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -881019.187500 Penalty: 2973.389404
	Iteration 0F: 3 clusters Score -881019.2 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -883171.812500 Penalty: 2973.389404
	Iteration 1F: 3 clusters Score -883171.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -883387.000000 Penalty: 2973.389404
	Iteration 2F: 3 clusters Score -883387 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -883597.687500 Penalty: 2973.389404
	Iteration 3Q: 3 clusters Score -883597.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -883813.312500 Penalty: 2973.389404
	Iteration 4Q: 3 clusters Score -883813.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -884040.625000 Penalty: 2973.389404
	Iteration 5Q: 3 clusters Score -884040.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -884350.000000 Penalty: 2973.389404
	Iteration 6F: 3 clusters Score -884350 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -884714.625000 Penalty: 2973.389404
	Iteration 7F: 3 clusters Score -884714.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -885161.437500 Penalty: 2973.389404
	Iteration 8F: 3 clusters Score -885161.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -885625.250000 Penalty: 2973.389404
	Iteration 9F: 3 clusters Score -885625.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -886012.312500 Penalty: 2973.389404
	Iteration 10Q: 3 clusters Score -886012.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -886266.812500 Penalty: 2973.389404
	Iteration 11Q: 3 clusters Score -886266.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -886392.312500 Penalty: 2973.389404
	Iteration 12Q: 3 clusters Score -886392.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -886463.812500 Penalty: 2973.389404
	Iteration 13Q: 3 clusters Score -886463.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -886511.812500 Penalty: 2973.389404
	Iteration 14Q: 3 clusters Score -886511.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -886534.875000 Penalty: 2973.389404
	Iteration 15Q: 3 clusters Score -886534.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -886559.812500 Penalty: 2973.389404
	Iteration 16Q: 3 clusters Score -886559.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -886571.250000 Penalty: 2973.389404
	Iteration 17Q: 3 clusters Score -886571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -886576.062500 Penalty: 2973.389404
	Iteration 18Q: 3 clusters Score -886576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -886580.000000 Penalty: 2973.389404
	Iteration 19Q: 3 clusters Score -886580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -886580.187500 Penalty: 2973.389404
	Iteration 20F: 3 clusters Score -886580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -886583.562500 Penalty: 2973.389404
	Iteration 21Q: 3 clusters Score -886583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -886588.125000 Penalty: 2973.389404
	Iteration 22Q: 3 clusters Score -886588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -886592.375000 Penalty: 2973.389404
	Iteration 23Q: 3 clusters Score -886592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -886601.437500 Penalty: 2973.389404
	Iteration 24Q: 3 clusters Score -886601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -886604.312500 Penalty: 2973.389404
	Iteration 25Q: 3 clusters Score -886604.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -886608.312500 Penalty: 2973.389404
	Iteration 26Q: 3 clusters Score -886608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -886609.687500 Penalty: 2973.389404
	Iteration 27Q: 3 clusters Score -886609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -886609.687500 Penalty: 2973.389404
	Iteration 28F: 3 clusters Score -886609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -413069.406250 Penalty: 1372.774536
	Iteration 0F: 2 clusters Score -413069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -409321.593750 Penalty: 2745.549072
	Iteration 0F: 3 clusters Score -409321.6 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -410312.468750 Penalty: 2745.549072
	Iteration 1F: 3 clusters Score -410312.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -410507.031250 Penalty: 2745.549072
	Iteration 2F: 3 clusters Score -410507 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -410612.750000 Penalty: 2745.549072
	Iteration 3F: 3 clusters Score -410612.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -410682.968750 Penalty: 2745.549072
	Iteration 4Q: 3 clusters Score -410683 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -410744.812500 Penalty: 2745.549072
	Iteration 5Q: 3 clusters Score -410744.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -410815.406250 Penalty: 2745.549072
	Iteration 6Q: 3 clusters Score -410815.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -410873.062500 Penalty: 2745.549072
	Iteration 7Q: 3 clusters Score -410873.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -410930.843750 Penalty: 2745.549072
	Iteration 8Q: 3 clusters Score -410930.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -410996.937500 Penalty: 2745.549072
	Iteration 9Q: 3 clusters Score -410996.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -411065.718750 Penalty: 2745.549072
	Iteration 10Q: 3 clusters Score -411065.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -411160.843750 Penalty: 2745.549072
	Iteration 11Q: 3 clusters Score -411160.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -411311.468750 Penalty: 2745.549072
	Iteration 12Q: 3 clusters Score -411311.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -411582.625000 Penalty: 2745.549072
	Iteration 13F: 3 clusters Score -411582.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -412023.968750 Penalty: 2745.549072
	Iteration 14F: 3 clusters Score -412024 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -412494.625000 Penalty: 2745.549072
	Iteration 15F: 3 clusters Score -412494.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -412775.375000 Penalty: 2745.549072
	Iteration 16Q: 3 clusters Score -412775.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -412889.750000 Penalty: 2745.549072
	Iteration 17Q: 3 clusters Score -412889.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -412935.562500 Penalty: 2745.549072
	Iteration 18Q: 3 clusters Score -412935.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -412958.812500 Penalty: 2745.549072
	Iteration 19Q: 3 clusters Score -412958.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -412973.906250 Penalty: 2745.549072
	Iteration 20F: 3 clusters Score -412973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -412981.750000 Penalty: 2745.549072
	Iteration 21Q: 3 clusters Score -412981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -412983.875000 Penalty: 2745.549072
	Iteration 22Q: 3 clusters Score -412983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -412986.781250 Penalty: 2745.549072
	Iteration 23Q: 3 clusters Score -412986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -412987.406250 Penalty: 2745.549072
	Iteration 24Q: 3 clusters Score -412987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -412987.406250 Penalty: 2745.549072
	Iteration 25F: 3 clusters Score -412987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -415839.656250 Penalty: 1374.988647
	Iteration 0F: 2 clusters Score -415839.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -412023.562500 Penalty: 2749.977295
	Iteration 0F: 3 clusters Score -412023.6 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -413040.437500 Penalty: 2749.977295
	Iteration 1F: 3 clusters Score -413040.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -413204.031250 Penalty: 2749.977295
	Iteration 2F: 3 clusters Score -413204 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -413322.875000 Penalty: 2749.977295
	Iteration 3Q: 3 clusters Score -413322.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -413414.343750 Penalty: 2749.977295
	Iteration 4Q: 3 clusters Score -413414.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -413481.125000 Penalty: 2749.977295
	Iteration 5Q: 3 clusters Score -413481.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -413538.093750 Penalty: 2749.977295
	Iteration 6Q: 3 clusters Score -413538.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -413596.187500 Penalty: 2749.977295
	Iteration 7Q: 3 clusters Score -413596.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -413657.406250 Penalty: 2749.977295
	Iteration 8Q: 3 clusters Score -413657.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -413713.531250 Penalty: 2749.977295
	Iteration 9Q: 3 clusters Score -413713.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -413765.187500 Penalty: 2749.977295
	Iteration 10Q: 3 clusters Score -413765.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -413801.062500 Penalty: 2749.977295
	Iteration 11Q: 3 clusters Score -413801.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -413836.906250 Penalty: 2749.977295
	Iteration 12Q: 3 clusters Score -413836.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -413879.156250 Penalty: 2749.977295
	Iteration 13Q: 3 clusters Score -413879.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -413925.375000 Penalty: 2749.977295
	Iteration 14Q: 3 clusters Score -413925.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -413975.937500 Penalty: 2749.977295
	Iteration 15Q: 3 clusters Score -413975.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -414027.062500 Penalty: 2749.977295
	Iteration 16Q: 3 clusters Score -414027.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -414087.250000 Penalty: 2749.977295
	Iteration 17Q: 3 clusters Score -414087.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -414142.093750 Penalty: 2749.977295
	Iteration 18Q: 3 clusters Score -414142.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -414208.062500 Penalty: 2749.977295
	Iteration 19Q: 3 clusters Score -414208.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -414268.593750 Penalty: 2749.977295
	Iteration 20F: 3 clusters Score -414268.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -414333.937500 Penalty: 2749.977295
	Iteration 21Q: 3 clusters Score -414333.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -414382.437500 Penalty: 2749.977295
	Iteration 22Q: 3 clusters Score -414382.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -414429.781250 Penalty: 2749.977295
	Iteration 23Q: 3 clusters Score -414429.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -414476.312500 Penalty: 2749.977295
	Iteration 24Q: 3 clusters Score -414476.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -414510.843750 Penalty: 2749.977295
	Iteration 25Q: 3 clusters Score -414510.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -414541.906250 Penalty: 2749.977295
	Iteration 26Q: 3 clusters Score -414541.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -414574.187500 Penalty: 2749.977295
	Iteration 27Q: 3 clusters Score -414574.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -414589.187500 Penalty: 2749.977295
	Iteration 28Q: 3 clusters Score -414589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -414598.343750 Penalty: 2749.977295
	Iteration 29Q: 3 clusters Score -414598.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -414605.125000 Penalty: 2749.977295
	Iteration 30Q: 3 clusters Score -414605.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -414607.843750 Penalty: 2749.977295
	Iteration 31Q: 3 clusters Score -414607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -414612.187500 Penalty: 2749.977295
	Iteration 32Q: 3 clusters Score -414612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -414614.406250 Penalty: 2749.977295
	Iteration 33Q: 3 clusters Score -414614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -414618.750000 Penalty: 2749.977295
	Iteration 34Q: 3 clusters Score -414618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -414623.593750 Penalty: 2749.977295
	Iteration 35Q: 3 clusters Score -414623.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -414632.750000 Penalty: 2749.977295
	Iteration 36Q: 3 clusters Score -414632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -414643.031250 Penalty: 2749.977295
	Iteration 37Q: 3 clusters Score -414643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -414653.062500 Penalty: 2749.977295
	Iteration 38Q: 3 clusters Score -414653.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -414660.437500 Penalty: 2749.977295
	Iteration 39Q: 3 clusters Score -414660.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -414666.531250 Penalty: 2749.977295
	Iteration 40F: 3 clusters Score -414666.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -414674.250000 Penalty: 2749.977295
	Iteration 41Q: 3 clusters Score -414674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -414678.312500 Penalty: 2749.977295
	Iteration 42Q: 3 clusters Score -414678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -414680.875000 Penalty: 2749.977295
	Iteration 43Q: 3 clusters Score -414680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -414689.593750 Penalty: 2749.977295
	Iteration 44Q: 3 clusters Score -414689.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -414697.468750 Penalty: 2749.977295
	Iteration 45Q: 3 clusters Score -414697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -414702.312500 Penalty: 2749.977295
	Iteration 46Q: 3 clusters Score -414702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -414706.000000 Penalty: 2749.977295
	Iteration 47Q: 3 clusters Score -414706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -414709.093750 Penalty: 2749.977295
	Iteration 48Q: 3 clusters Score -414709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -414711.312500 Penalty: 2749.977295
	Iteration 49Q: 3 clusters Score -414711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -414711.312500 Penalty: 2749.977295
	Iteration 50F: 3 clusters Score -414711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (188912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188912 members 
Entering Unmasked Estep 
Score: -17723750.000000 Penalty: 1974.218384
	Iteration 0F: 2 clusters Score -1.772375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -17597576.000000 Penalty: 3948.436768
	Iteration 0F: 3 clusters Score -1.759758e+07 nChanged 91530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -17651266.000000 Penalty: 3948.436768
	Iteration 1F: 3 clusters Score -1.765127e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 104884 members 
Entering Unmasked Estep 
Score: -17652470.000000 Penalty: 3948.436768
	Iteration 2Q: 3 clusters Score -1.765247e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -17654870.000000 Penalty: 3948.436768
	Iteration 3Q: 3 clusters Score -1.765487e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -17659516.000000 Penalty: 3948.436768
	Iteration 4F: 3 clusters Score -1.765952e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 132902 members 
Entering Unmasked Estep 
Score: -17668868.000000 Penalty: 3948.436768
	Iteration 5F: 3 clusters Score -1.766887e+07 nChanged 17232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -17683922.000000 Penalty: 3948.436768
	Iteration 6F: 3 clusters Score -1.768392e+07 nChanged 17552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 167180 members 
Entering Unmasked Estep 
Score: -17701648.000000 Penalty: 3948.436768
	Iteration 7F: 3 clusters Score -1.770165e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 179401 members 
Entering Unmasked Estep 
Score: -17714178.000000 Penalty: 3948.436768
	Iteration 8F: 3 clusters Score -1.771418e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 184894 members 
Entering Unmasked Estep 
Score: -17719606.000000 Penalty: 3948.436768
	Iteration 9Q: 3 clusters Score -1.771961e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 186640 members 
Entering Unmasked Estep 
Score: -17721676.000000 Penalty: 3948.436768
	Iteration 10Q: 3 clusters Score -1.772168e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 186931 members 
Entering Unmasked Estep 
Score: -17722426.000000 Penalty: 3948.436768
	Iteration 11Q: 3 clusters Score -1.772243e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 186866 members 
Entering Unmasked Estep 
Score: -17722646.000000 Penalty: 3948.436768
	Iteration 12Q: 3 clusters Score -1.772265e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 186756 members 
Entering Unmasked Estep 
Score: -17722834.000000 Penalty: 3948.436768
	Iteration 13Q: 3 clusters Score -1.772283e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 186627 members 
Entering Unmasked Estep 
Score: -17722946.000000 Penalty: 3948.436768
	Iteration 14Q: 3 clusters Score -1.772295e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 186504 members 
Entering Unmasked Estep 
Score: -17722978.000000 Penalty: 3948.436768
	Iteration 15Q: 3 clusters Score -1.772298e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 186383 members 
Entering Unmasked Estep 
Score: -17723034.000000 Penalty: 3948.436768
	Iteration 16Q: 3 clusters Score -1.772303e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 186271 members 
Entering Unmasked Estep 
Score: -17723080.000000 Penalty: 3948.436768
	Iteration 17Q: 3 clusters Score -1.772308e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 186183 members 
Entering Unmasked Estep 
Score: -17723118.000000 Penalty: 3948.436768
	Iteration 18Q: 3 clusters Score -1.772312e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 186099 members 
Entering Unmasked Estep 
Score: -17723140.000000 Penalty: 3948.436768
	Iteration 19Q: 3 clusters Score -1.772314e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 186025 members 
Entering Unmasked Estep 
Score: -17723170.000000 Penalty: 3948.436768
	Iteration 20F: 3 clusters Score -1.772317e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 185972 members 
Entering Unmasked Estep 
Score: -17723192.000000 Penalty: 3948.436768
	Iteration 21Q: 3 clusters Score -1.772319e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 185920 members 
Entering Unmasked Estep 
Score: -17723188.000000 Penalty: 3948.436768
	Iteration 22Q: 3 clusters Score -1.772319e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 185878 members 
Entering Unmasked Estep 
Score: -17723230.000000 Penalty: 3948.436768
	Iteration 23Q: 3 clusters Score -1.772323e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 185839 members 
Entering Unmasked Estep 
Score: -17723244.000000 Penalty: 3948.436768
	Iteration 24Q: 3 clusters Score -1.772324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 185802 members 
Entering Unmasked Estep 
Score: -17723260.000000 Penalty: 3948.436768
	Iteration 25Q: 3 clusters Score -1.772326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 185771 members 
Entering Unmasked Estep 
Score: -17723276.000000 Penalty: 3948.436768
	Iteration 26Q: 3 clusters Score -1.772328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 185741 members 
Entering Unmasked Estep 
Score: -17723278.000000 Penalty: 3948.436768
	Iteration 27Q: 3 clusters Score -1.772328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 185719 members 
Entering Unmasked Estep 
Score: -17723280.000000 Penalty: 3948.436768
	Iteration 28Q: 3 clusters Score -1.772328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 185692 members 
Entering Unmasked Estep 
Score: -17723266.000000 Penalty: 3948.436768
	Iteration 29Q: 3 clusters Score -1.772327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 185666 members 
Entering Unmasked Estep 
Score: -17723262.000000 Penalty: 3948.436768
	Iteration 30Q: 3 clusters Score -1.772326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 185642 members 
Entering Unmasked Estep 
Score: -17723274.000000 Penalty: 3948.436768
	Iteration 31Q: 3 clusters Score -1.772327e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 185614 members 
Entering Unmasked Estep 
Score: -17723268.000000 Penalty: 3948.436768
	Iteration 32Q: 3 clusters Score -1.772327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 185589 members 
Entering Unmasked Estep 
Score: -17723260.000000 Penalty: 3948.436768
	Iteration 33Q: 3 clusters Score -1.772326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 185568 members 
Entering Unmasked Estep 
Score: -17723282.000000 Penalty: 3948.436768
	Iteration 34Q: 3 clusters Score -1.772328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 185546 members 
Entering Unmasked Estep 
Score: -17723260.000000 Penalty: 3948.436768
	Iteration 35Q: 3 clusters Score -1.772326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 185530 members 
Entering Unmasked Estep 
Score: -17723254.000000 Penalty: 3948.436768
	Iteration 36Q: 3 clusters Score -1.772325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 185512 members 
Entering Unmasked Estep 
Score: -17723272.000000 Penalty: 3948.436768
	Iteration 37Q: 3 clusters Score -1.772327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 185493 members 
Entering Unmasked Estep 
Score: -17723268.000000 Penalty: 3948.436768
	Iteration 38Q: 3 clusters Score -1.772327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 185474 members 
Entering Unmasked Estep 
Score: -17723262.000000 Penalty: 3948.436768
	Iteration 39Q: 3 clusters Score -1.772326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -17723272.000000 Penalty: 3948.436768
	Iteration 40F: 3 clusters Score -1.772327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 185454 members 
Entering Unmasked Estep 
Score: -17723278.000000 Penalty: 3948.436768
	Iteration 41Q: 3 clusters Score -1.772328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 185443 members 
Entering Unmasked Estep 
Score: -17723276.000000 Penalty: 3948.436768
	Iteration 42Q: 3 clusters Score -1.772328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 185438 members 
Entering Unmasked Estep 
Score: -17723276.000000 Penalty: 3948.436768
	Iteration 43Q: 3 clusters Score -1.772328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 185436 members 
Entering Unmasked Estep 
Score: -17723284.000000 Penalty: 3948.436768
	Iteration 44Q: 3 clusters Score -1.772328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 185432 members 
Entering Unmasked Estep 
Score: -17723282.000000 Penalty: 3948.436768
	Iteration 45Q: 3 clusters Score -1.772328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 185426 members 
Entering Unmasked Estep 
Score: -17723280.000000 Penalty: 3948.436768
	Iteration 46Q: 3 clusters Score -1.772328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 185418 members 
Entering Unmasked Estep 
Score: -17723286.000000 Penalty: 3948.436768
	Iteration 47Q: 3 clusters Score -1.772329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 185411 members 
Entering Unmasked Estep 
Score: -17723294.000000 Penalty: 3948.436768
	Iteration 48Q: 3 clusters Score -1.772329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 185405 members 
Entering Unmasked Estep 
Score: -17723290.000000 Penalty: 3948.436768
	Iteration 49Q: 3 clusters Score -1.772329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 185399 members 
Entering Unmasked Estep 
Score: -17723302.000000 Penalty: 3948.436768
	Iteration 50Q: 3 clusters Score -1.77233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 185396 members 
Entering Unmasked Estep 
Score: -17723292.000000 Penalty: 3948.436768
	Iteration 51Q: 3 clusters Score -1.772329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 185394 members 
Entering Unmasked Estep 
Score: -17723304.000000 Penalty: 3948.436768
	Iteration 52Q: 3 clusters Score -1.77233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 185392 members 
Entering Unmasked Estep 
Score: -17723302.000000 Penalty: 3948.436768
	Iteration 53Q: 3 clusters Score -1.77233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 185391 members 
Entering Unmasked Estep 
Score: -17723304.000000 Penalty: 3948.436768
	Iteration 54Q: 3 clusters Score -1.77233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 185390 members 
Entering Unmasked Estep 
Score: -17723302.000000 Penalty: 3948.436768
	Iteration 55Q: 3 clusters Score -1.77233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 185388 members 
Entering Unmasked Estep 
Score: -17723300.000000 Penalty: 3948.436768
	Iteration 56Q: 3 clusters Score -1.77233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 185387 members 
Entering Unmasked Estep 
Score: -17723298.000000 Penalty: 3948.436768
	Iteration 57Q: 3 clusters Score -1.77233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 185386 members 
Entering Unmasked Estep 
Score: -17723300.000000 Penalty: 3948.436768
	Iteration 58Q: 3 clusters Score -1.77233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 185385 members 
Entering Unmasked Estep 
Score: -17723306.000000 Penalty: 3948.436768
	Iteration 59Q: 3 clusters Score -1.772331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 185384 members 
Entering Unmasked Estep 
Score: -17723300.000000 Penalty: 3948.436768
	Iteration 60F: 3 clusters Score -1.77233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 185385 members 
Entering Unmasked Estep 
Score: -17723300.000000 Penalty: 3948.436768
	Iteration 61Q: 3 clusters Score -1.77233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 185386 members 
Entering Unmasked Estep 
Score: -17723300.000000 Penalty: 3948.436768
	Iteration 62Q: 3 clusters Score -1.77233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 185385 members 
Entering Unmasked Estep 
Score: -17723304.000000 Penalty: 3948.436768
	Iteration 63Q: 3 clusters Score -1.77233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 185385 members 
Entering Unmasked Estep 
Score: -17723304.000000 Penalty: 3948.436768
	Iteration 64F: 3 clusters Score -1.77233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Entering Unmasked Estep 
Score: -1159688.375000 Penalty: 1529.963013
	Iteration 0F: 2 clusters Score -1159688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1151082.375000 Penalty: 3059.926025
	Iteration 0F: 3 clusters Score -1151082 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1153896.125000 Penalty: 3059.926025
	Iteration 1F: 3 clusters Score -1153896 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1154190.125000 Penalty: 3059.926025
	Iteration 2F: 3 clusters Score -1154190 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1154436.750000 Penalty: 3059.926025
	Iteration 3F: 3 clusters Score -1154437 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1154660.625000 Penalty: 3059.926025
	Iteration 4Q: 3 clusters Score -1154661 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1154889.250000 Penalty: 3059.926025
	Iteration 5Q: 3 clusters Score -1154889 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1155145.125000 Penalty: 3059.926025
	Iteration 6Q: 3 clusters Score -1155145 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1155426.000000 Penalty: 3059.926025
	Iteration 7Q: 3 clusters Score -1155426 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1155734.250000 Penalty: 3059.926025
	Iteration 8Q: 3 clusters Score -1155734 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1156118.250000 Penalty: 3059.926025
	Iteration 9Q: 3 clusters Score -1156118 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1156581.500000 Penalty: 3059.926025
	Iteration 10F: 3 clusters Score -1156582 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1157031.000000 Penalty: 3059.926025
	Iteration 11Q: 3 clusters Score -1157031 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1157450.375000 Penalty: 3059.926025
	Iteration 12Q: 3 clusters Score -1157450 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1157802.125000 Penalty: 3059.926025
	Iteration 13Q: 3 clusters Score -1157802 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1158031.125000 Penalty: 3059.926025
	Iteration 14Q: 3 clusters Score -1158031 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1158162.000000 Penalty: 3059.926025
	Iteration 15Q: 3 clusters Score -1158162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1158236.000000 Penalty: 3059.926025
	Iteration 16Q: 3 clusters Score -1158236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1158275.875000 Penalty: 3059.926025
	Iteration 17Q: 3 clusters Score -1158276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1158301.875000 Penalty: 3059.926025
	Iteration 18Q: 3 clusters Score -1158302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1158312.875000 Penalty: 3059.926025
	Iteration 19Q: 3 clusters Score -1158313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1158326.875000 Penalty: 3059.926025
	Iteration 20F: 3 clusters Score -1158327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1158333.625000 Penalty: 3059.926025
	Iteration 21Q: 3 clusters Score -1158334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1158335.375000 Penalty: 3059.926025
	Iteration 22Q: 3 clusters Score -1158335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1158339.750000 Penalty: 3059.926025
	Iteration 23Q: 3 clusters Score -1158340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1158342.750000 Penalty: 3059.926025
	Iteration 24Q: 3 clusters Score -1158343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1158344.250000 Penalty: 3059.926025
	Iteration 25Q: 3 clusters Score -1158344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1158344.250000 Penalty: 3059.926025
	Iteration 26F: 3 clusters Score -1158344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -249019.390625 Penalty: 1301.953003
	Iteration 0F: 2 clusters Score -249019.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -246278.203125 Penalty: 2603.906006
	Iteration 0F: 3 clusters Score -246278.2 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -246997.453125 Penalty: 2603.906006
	Iteration 1F: 3 clusters Score -246997.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -247149.578125 Penalty: 2603.906006
	Iteration 2F: 3 clusters Score -247149.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -247246.187500 Penalty: 2603.906006
	Iteration 3F: 3 clusters Score -247246.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -247330.843750 Penalty: 2603.906006
	Iteration 4Q: 3 clusters Score -247330.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -247402.671875 Penalty: 2603.906006
	Iteration 5Q: 3 clusters Score -247402.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -247473.296875 Penalty: 2603.906006
	Iteration 6Q: 3 clusters Score -247473.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -247545.218750 Penalty: 2603.906006
	Iteration 7Q: 3 clusters Score -247545.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -247614.937500 Penalty: 2603.906006
	Iteration 8Q: 3 clusters Score -247614.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -247694.984375 Penalty: 2603.906006
	Iteration 9Q: 3 clusters Score -247695 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -247775.343750 Penalty: 2603.906006
	Iteration 10Q: 3 clusters Score -247775.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -247854.656250 Penalty: 2603.906006
	Iteration 11Q: 3 clusters Score -247854.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -247924.656250 Penalty: 2603.906006
	Iteration 12Q: 3 clusters Score -247924.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -247984.453125 Penalty: 2603.906006
	Iteration 13Q: 3 clusters Score -247984.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -248032.437500 Penalty: 2603.906006
	Iteration 14Q: 3 clusters Score -248032.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -248076.000000 Penalty: 2603.906006
	Iteration 15Q: 3 clusters Score -248076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -248101.390625 Penalty: 2603.906006
	Iteration 16Q: 3 clusters Score -248101.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -248118.296875 Penalty: 2603.906006
	Iteration 17Q: 3 clusters Score -248118.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -248131.218750 Penalty: 2603.906006
	Iteration 18Q: 3 clusters Score -248131.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -248140.046875 Penalty: 2603.906006
	Iteration 19Q: 3 clusters Score -248140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -248147.812500 Penalty: 2603.906006
	Iteration 20F: 3 clusters Score -248147.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -248154.500000 Penalty: 2603.906006
	Iteration 21Q: 3 clusters Score -248154.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -248166.421875 Penalty: 2603.906006
	Iteration 22Q: 3 clusters Score -248166.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -248177.312500 Penalty: 2603.906006
	Iteration 23Q: 3 clusters Score -248177.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -248183.906250 Penalty: 2603.906006
	Iteration 24Q: 3 clusters Score -248183.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -248193.078125 Penalty: 2603.906006
	Iteration 25Q: 3 clusters Score -248193.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -248201.250000 Penalty: 2603.906006
	Iteration 26Q: 3 clusters Score -248201.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -248212.140625 Penalty: 2603.906006
	Iteration 27Q: 3 clusters Score -248212.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -248223.546875 Penalty: 2603.906006
	Iteration 28Q: 3 clusters Score -248223.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -248231.109375 Penalty: 2603.906006
	Iteration 29Q: 3 clusters Score -248231.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -248242.937500 Penalty: 2603.906006
	Iteration 30Q: 3 clusters Score -248242.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248257.687500 Penalty: 2603.906006
	Iteration 31Q: 3 clusters Score -248257.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -248273.671875 Penalty: 2603.906006
	Iteration 32Q: 3 clusters Score -248273.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -248286.718750 Penalty: 2603.906006
	Iteration 33Q: 3 clusters Score -248286.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -248296.843750 Penalty: 2603.906006
	Iteration 34Q: 3 clusters Score -248296.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248309.187500 Penalty: 2603.906006
	Iteration 35Q: 3 clusters Score -248309.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -248319.406250 Penalty: 2603.906006
	Iteration 36Q: 3 clusters Score -248319.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -248329.125000 Penalty: 2603.906006
	Iteration 37Q: 3 clusters Score -248329.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -248338.953125 Penalty: 2603.906006
	Iteration 38Q: 3 clusters Score -248339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -248347.015625 Penalty: 2603.906006
	Iteration 39Q: 3 clusters Score -248347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -248357.640625 Penalty: 2603.906006
	Iteration 40F: 3 clusters Score -248357.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248363.156250 Penalty: 2603.906006
	Iteration 41Q: 3 clusters Score -248363.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -248368.812500 Penalty: 2603.906006
	Iteration 42Q: 3 clusters Score -248368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -248373.265625 Penalty: 2603.906006
	Iteration 43Q: 3 clusters Score -248373.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -248379.453125 Penalty: 2603.906006
	Iteration 44Q: 3 clusters Score -248379.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -248390.421875 Penalty: 2603.906006
	Iteration 45Q: 3 clusters Score -248390.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -248404.406250 Penalty: 2603.906006
	Iteration 46Q: 3 clusters Score -248404.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -248421.187500 Penalty: 2603.906006
	Iteration 47Q: 3 clusters Score -248421.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248436.843750 Penalty: 2603.906006
	Iteration 48Q: 3 clusters Score -248436.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -248449.781250 Penalty: 2603.906006
	Iteration 49Q: 3 clusters Score -248449.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -248462.421875 Penalty: 2603.906006
	Iteration 50Q: 3 clusters Score -248462.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -248468.296875 Penalty: 2603.906006
	Iteration 51Q: 3 clusters Score -248468.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -248473.250000 Penalty: 2603.906006
	Iteration 52Q: 3 clusters Score -248473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -248477.453125 Penalty: 2603.906006
	Iteration 53Q: 3 clusters Score -248477.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248479.343750 Penalty: 2603.906006
	Iteration 54Q: 3 clusters Score -248479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -248480.265625 Penalty: 2603.906006
	Iteration 55Q: 3 clusters Score -248480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -248480.593750 Penalty: 2603.906006
	Iteration 56Q: 3 clusters Score -248480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -248480.593750 Penalty: 2603.906006
	Iteration 57F: 3 clusters Score -248480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170078 members 
Entering Unmasked Estep 
Score: -15204331.000000 Penalty: 1957.151978
	Iteration 0F: 2 clusters Score -1.520433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -15090217.000000 Penalty: 3914.303955
	Iteration 0F: 3 clusters Score -1.509022e+07 nChanged 82201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -15140898.000000 Penalty: 3914.303955
	Iteration 1F: 3 clusters Score -1.51409e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -15142999.000000 Penalty: 3914.303955
	Iteration 2Q: 3 clusters Score -1.5143e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -15145610.000000 Penalty: 3914.303955
	Iteration 3Q: 3 clusters Score -1.514561e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -15149266.000000 Penalty: 3914.303955
	Iteration 4Q: 3 clusters Score -1.514927e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -15153733.000000 Penalty: 3914.303955
	Iteration 5F: 3 clusters Score -1.515373e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110530 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -15158889.000000 Penalty: 3914.303955
	Iteration 6F: 3 clusters Score -1.515889e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117341 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -15165000.000000 Penalty: 3914.303955
	Iteration 7F: 3 clusters Score -1.5165e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -15171310.000000 Penalty: 3914.303955
	Iteration 8F: 3 clusters Score -1.517131e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -15177053.000000 Penalty: 3914.303955
	Iteration 9Q: 3 clusters Score -1.517705e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -15181780.000000 Penalty: 3914.303955
	Iteration 10Q: 3 clusters Score -1.518178e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -15185277.000000 Penalty: 3914.303955
	Iteration 11Q: 3 clusters Score -1.518528e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146260 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -15188126.000000 Penalty: 3914.303955
	Iteration 12Q: 3 clusters Score -1.518813e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150327 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -15190681.000000 Penalty: 3914.303955
	Iteration 13Q: 3 clusters Score -1.519068e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154156 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -15193181.000000 Penalty: 3914.303955
	Iteration 14Q: 3 clusters Score -1.519318e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157595 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -15195575.000000 Penalty: 3914.303955
	Iteration 15Q: 3 clusters Score -1.519558e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160489 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -15197475.000000 Penalty: 3914.303955
	Iteration 16Q: 3 clusters Score -1.519748e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162826 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -15199071.000000 Penalty: 3914.303955
	Iteration 17Q: 3 clusters Score -1.519907e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164546 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -15200189.000000 Penalty: 3914.303955
	Iteration 18Q: 3 clusters Score -1.520019e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -15200958.000000 Penalty: 3914.303955
	Iteration 19Q: 3 clusters Score -1.520096e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -15201562.000000 Penalty: 3914.303955
	Iteration 20F: 3 clusters Score -1.520156e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167172 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -15202008.000000 Penalty: 3914.303955
	Iteration 21Q: 3 clusters Score -1.520201e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -15202360.000000 Penalty: 3914.303955
	Iteration 22Q: 3 clusters Score -1.520236e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167815 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -15202534.000000 Penalty: 3914.303955
	Iteration 23Q: 3 clusters Score -1.520253e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167980 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -15202709.000000 Penalty: 3914.303955
	Iteration 24Q: 3 clusters Score -1.520271e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168083 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -15202827.000000 Penalty: 3914.303955
	Iteration 25Q: 3 clusters Score -1.520283e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168186 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -15202885.000000 Penalty: 3914.303955
	Iteration 26Q: 3 clusters Score -1.520288e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168273 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -15202929.000000 Penalty: 3914.303955
	Iteration 27Q: 3 clusters Score -1.520293e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15202975.000000 Penalty: 3914.303955
	Iteration 28Q: 3 clusters Score -1.520298e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168366 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -15203001.000000 Penalty: 3914.303955
	Iteration 29Q: 3 clusters Score -1.5203e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -15203013.000000 Penalty: 3914.303955
	Iteration 30Q: 3 clusters Score -1.520301e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -15203042.000000 Penalty: 3914.303955
	Iteration 31Q: 3 clusters Score -1.520304e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168448 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -15203043.000000 Penalty: 3914.303955
	Iteration 32Q: 3 clusters Score -1.520304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15203056.000000 Penalty: 3914.303955
	Iteration 33Q: 3 clusters Score -1.520306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -15203053.000000 Penalty: 3914.303955
	Iteration 34Q: 3 clusters Score -1.520305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168506 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15203073.000000 Penalty: 3914.303955
	Iteration 35Q: 3 clusters Score -1.520307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168523 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -15203061.000000 Penalty: 3914.303955
	Iteration 36Q: 3 clusters Score -1.520306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168540 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15203066.000000 Penalty: 3914.303955
	Iteration 37Q: 3 clusters Score -1.520307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168553 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -15203062.000000 Penalty: 3914.303955
	Iteration 38Q: 3 clusters Score -1.520306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168563 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15203053.000000 Penalty: 3914.303955
	Iteration 39Q: 3 clusters Score -1.520305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168571 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -15203058.000000 Penalty: 3914.303955
	Iteration 40F: 3 clusters Score -1.520306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168579 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -15203058.000000 Penalty: 3914.303955
	Iteration 41Q: 3 clusters Score -1.520306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15203048.000000 Penalty: 3914.303955
	Iteration 42Q: 3 clusters Score -1.520305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168594 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -15203051.000000 Penalty: 3914.303955
	Iteration 43Q: 3 clusters Score -1.520305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15203053.000000 Penalty: 3914.303955
	Iteration 44Q: 3 clusters Score -1.520305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -15203048.000000 Penalty: 3914.303955
	Iteration 45Q: 3 clusters Score -1.520305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168615 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -15203034.000000 Penalty: 3914.303955
	Iteration 46Q: 3 clusters Score -1.520303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168618 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15203041.000000 Penalty: 3914.303955
	Iteration 47Q: 3 clusters Score -1.520304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15203039.000000 Penalty: 3914.303955
	Iteration 48Q: 3 clusters Score -1.520304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168621 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15203050.000000 Penalty: 3914.303955
	Iteration 49Q: 3 clusters Score -1.520305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -15203048.000000 Penalty: 3914.303955
	Iteration 50Q: 3 clusters Score -1.520305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168631 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -15203051.000000 Penalty: 3914.303955
	Iteration 51Q: 3 clusters Score -1.520305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15203047.000000 Penalty: 3914.303955
	Iteration 52Q: 3 clusters Score -1.520305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15203048.000000 Penalty: 3914.303955
	Iteration 53Q: 3 clusters Score -1.520305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15203064.000000 Penalty: 3914.303955
	Iteration 54Q: 3 clusters Score -1.520306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -15203073.000000 Penalty: 3914.303955
	Iteration 55Q: 3 clusters Score -1.520307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15203078.000000 Penalty: 3914.303955
	Iteration 56Q: 3 clusters Score -1.520308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168651 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15203081.000000 Penalty: 3914.303955
	Iteration 57Q: 3 clusters Score -1.520308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -15203071.000000 Penalty: 3914.303955
	Iteration 58Q: 3 clusters Score -1.520307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15203080.000000 Penalty: 3914.303955
	Iteration 59Q: 3 clusters Score -1.520308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168655 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -15203069.000000 Penalty: 3914.303955
	Iteration 60F: 3 clusters Score -1.520307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168658 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15203079.000000 Penalty: 3914.303955
	Iteration 61Q: 3 clusters Score -1.520308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15203090.000000 Penalty: 3914.303955
	Iteration 62Q: 3 clusters Score -1.520309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -15203091.000000 Penalty: 3914.303955
	Iteration 63Q: 3 clusters Score -1.520309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15203088.000000 Penalty: 3914.303955
	Iteration 64Q: 3 clusters Score -1.520309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168658 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15203091.000000 Penalty: 3914.303955
	Iteration 65Q: 3 clusters Score -1.520309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168654 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15203099.000000 Penalty: 3914.303955
	Iteration 66Q: 3 clusters Score -1.52031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168654 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -15203092.000000 Penalty: 3914.303955
	Iteration 67Q: 3 clusters Score -1.520309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15203096.000000 Penalty: 3914.303955
	Iteration 68Q: 3 clusters Score -1.52031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168644 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -15203104.000000 Penalty: 3914.303955
	Iteration 69Q: 3 clusters Score -1.52031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168640 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15203113.000000 Penalty: 3914.303955
	Iteration 70Q: 3 clusters Score -1.520311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15203115.000000 Penalty: 3914.303955
	Iteration 71Q: 3 clusters Score -1.520312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168639 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15203119.000000 Penalty: 3914.303955
	Iteration 72Q: 3 clusters Score -1.520312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15203113.000000 Penalty: 3914.303955
	Iteration 73Q: 3 clusters Score -1.520311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15203110.000000 Penalty: 3914.303955
	Iteration 74Q: 3 clusters Score -1.520311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15203113.000000 Penalty: 3914.303955
	Iteration 75Q: 3 clusters Score -1.520311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15203107.000000 Penalty: 3914.303955
	Iteration 76Q: 3 clusters Score -1.520311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15203107.000000 Penalty: 3914.303955
	Iteration 77F: 3 clusters Score -1.520311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Entering Unmasked Estep 
Score: -439005.562500 Penalty: 1381.290771
	Iteration 0F: 2 clusters Score -439005.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -435067.781250 Penalty: 2762.581543
	Iteration 0F: 3 clusters Score -435067.8 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -436068.468750 Penalty: 2762.581543
	Iteration 1F: 3 clusters Score -436068.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -436236.562500 Penalty: 2762.581543
	Iteration 2F: 3 clusters Score -436236.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -436365.781250 Penalty: 2762.581543
	Iteration 3F: 3 clusters Score -436365.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -436442.937500 Penalty: 2762.581543
	Iteration 4Q: 3 clusters Score -436442.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -436500.812500 Penalty: 2762.581543
	Iteration 5Q: 3 clusters Score -436500.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -436542.312500 Penalty: 2762.581543
	Iteration 6Q: 3 clusters Score -436542.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -436574.656250 Penalty: 2762.581543
	Iteration 7Q: 3 clusters Score -436574.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -436598.687500 Penalty: 2762.581543
	Iteration 8Q: 3 clusters Score -436598.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -436615.687500 Penalty: 2762.581543
	Iteration 9Q: 3 clusters Score -436615.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -436631.250000 Penalty: 2762.581543
	Iteration 10Q: 3 clusters Score -436631.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -436647.500000 Penalty: 2762.581543
	Iteration 11Q: 3 clusters Score -436647.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -436663.562500 Penalty: 2762.581543
	Iteration 12Q: 3 clusters Score -436663.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -436678.718750 Penalty: 2762.581543
	Iteration 13Q: 3 clusters Score -436678.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -436694.062500 Penalty: 2762.581543
	Iteration 14Q: 3 clusters Score -436694.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -436704.937500 Penalty: 2762.581543
	Iteration 15Q: 3 clusters Score -436704.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -436720.218750 Penalty: 2762.581543
	Iteration 16Q: 3 clusters Score -436720.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -436734.156250 Penalty: 2762.581543
	Iteration 17Q: 3 clusters Score -436734.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -436751.906250 Penalty: 2762.581543
	Iteration 18Q: 3 clusters Score -436751.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -436765.000000 Penalty: 2762.581543
	Iteration 19Q: 3 clusters Score -436765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -436777.843750 Penalty: 2762.581543
	Iteration 20F: 3 clusters Score -436777.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -436793.187500 Penalty: 2762.581543
	Iteration 21Q: 3 clusters Score -436793.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -436811.375000 Penalty: 2762.581543
	Iteration 22Q: 3 clusters Score -436811.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -436830.968750 Penalty: 2762.581543
	Iteration 23Q: 3 clusters Score -436831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -436852.968750 Penalty: 2762.581543
	Iteration 24Q: 3 clusters Score -436853 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -436883.406250 Penalty: 2762.581543
	Iteration 25Q: 3 clusters Score -436883.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -436915.968750 Penalty: 2762.581543
	Iteration 26Q: 3 clusters Score -436916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -436956.531250 Penalty: 2762.581543
	Iteration 27Q: 3 clusters Score -436956.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -437008.312500 Penalty: 2762.581543
	Iteration 28Q: 3 clusters Score -437008.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -437075.593750 Penalty: 2762.581543
	Iteration 29Q: 3 clusters Score -437075.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -437166.843750 Penalty: 2762.581543
	Iteration 30Q: 3 clusters Score -437166.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -437266.375000 Penalty: 2762.581543
	Iteration 31Q: 3 clusters Score -437266.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -437360.156250 Penalty: 2762.581543
	Iteration 32Q: 3 clusters Score -437360.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -437460.125000 Penalty: 2762.581543
	Iteration 33Q: 3 clusters Score -437460.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -437549.968750 Penalty: 2762.581543
	Iteration 34Q: 3 clusters Score -437550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -437625.750000 Penalty: 2762.581543
	Iteration 35Q: 3 clusters Score -437625.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -437673.906250 Penalty: 2762.581543
	Iteration 36Q: 3 clusters Score -437673.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -437714.250000 Penalty: 2762.581543
	Iteration 37Q: 3 clusters Score -437714.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -437741.093750 Penalty: 2762.581543
	Iteration 38Q: 3 clusters Score -437741.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -437767.250000 Penalty: 2762.581543
	Iteration 39Q: 3 clusters Score -437767.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -437780.468750 Penalty: 2762.581543
	Iteration 40F: 3 clusters Score -437780.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -437789.375000 Penalty: 2762.581543
	Iteration 41Q: 3 clusters Score -437789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -437796.218750 Penalty: 2762.581543
	Iteration 42Q: 3 clusters Score -437796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -437797.843750 Penalty: 2762.581543
	Iteration 43Q: 3 clusters Score -437797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -437799.000000 Penalty: 2762.581543
	Iteration 44Q: 3 clusters Score -437799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -437799.437500 Penalty: 2762.581543
	Iteration 45Q: 3 clusters Score -437799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -437799.937500 Penalty: 2762.581543
	Iteration 46Q: 3 clusters Score -437799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -437801.281250 Penalty: 2762.581543
	Iteration 47Q: 3 clusters Score -437801.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -437801.281250 Penalty: 2762.581543
	Iteration 48F: 3 clusters Score -437801.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -117389.718750 Penalty: 1185.887329
	Iteration 0F: 2 clusters Score -117389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -115714.453125 Penalty: 2371.774658
	Iteration 0F: 3 clusters Score -115714.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -116344.132812 Penalty: 2371.774658
	Iteration 1F: 3 clusters Score -116344.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -116624.062500 Penalty: 2371.774658
	Iteration 2F: 3 clusters Score -116624.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -116775.585938 Penalty: 2371.774658
	Iteration 3F: 3 clusters Score -116775.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -116869.687500 Penalty: 2371.774658
	Iteration 4F: 3 clusters Score -116869.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -116959.617188 Penalty: 2371.774658
	Iteration 5Q: 3 clusters Score -116959.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117070.140625 Penalty: 2371.774658
	Iteration 6Q: 3 clusters Score -117070.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -117153.226562 Penalty: 2371.774658
	Iteration 7Q: 3 clusters Score -117153.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -117224.507812 Penalty: 2371.774658
	Iteration 8Q: 3 clusters Score -117224.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -117275.367188 Penalty: 2371.774658
	Iteration 9Q: 3 clusters Score -117275.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -117298.375000 Penalty: 2371.774658
	Iteration 10Q: 3 clusters Score -117298.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -117317.265625 Penalty: 2371.774658
	Iteration 11Q: 3 clusters Score -117317.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -117328.656250 Penalty: 2371.774658
	Iteration 12Q: 3 clusters Score -117328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -117336.734375 Penalty: 2371.774658
	Iteration 13Q: 3 clusters Score -117336.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -117340.835938 Penalty: 2371.774658
	Iteration 14Q: 3 clusters Score -117340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -117343.804688 Penalty: 2371.774658
	Iteration 15Q: 3 clusters Score -117343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -117346.140625 Penalty: 2371.774658
	Iteration 16Q: 3 clusters Score -117346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -117348.882812 Penalty: 2371.774658
	Iteration 17Q: 3 clusters Score -117348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -117355.656250 Penalty: 2371.774658
	Iteration 18Q: 3 clusters Score -117355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -117362.406250 Penalty: 2371.774658
	Iteration 19Q: 3 clusters Score -117362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -117368.945312 Penalty: 2371.774658
	Iteration 20F: 3 clusters Score -117368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -117376.062500 Penalty: 2371.774658
	Iteration 21Q: 3 clusters Score -117376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -117384.117188 Penalty: 2371.774658
	Iteration 22Q: 3 clusters Score -117384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -117396.039062 Penalty: 2371.774658
	Iteration 23Q: 3 clusters Score -117396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -117408.242188 Penalty: 2371.774658
	Iteration 24Q: 3 clusters Score -117408.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -117420.710938 Penalty: 2371.774658
	Iteration 25Q: 3 clusters Score -117420.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -117430.398438 Penalty: 2371.774658
	Iteration 26Q: 3 clusters Score -117430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -117434.359375 Penalty: 2371.774658
	Iteration 27Q: 3 clusters Score -117434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -117435.562500 Penalty: 2371.774658
	Iteration 28Q: 3 clusters Score -117435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -117437.710938 Penalty: 2371.774658
	Iteration 29Q: 3 clusters Score -117437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -117442.820312 Penalty: 2371.774658
	Iteration 30Q: 3 clusters Score -117442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -117447.867188 Penalty: 2371.774658
	Iteration 31Q: 3 clusters Score -117447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -117453.093750 Penalty: 2371.774658
	Iteration 32Q: 3 clusters Score -117453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -117455.210938 Penalty: 2371.774658
	Iteration 33Q: 3 clusters Score -117455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -117456.609375 Penalty: 2371.774658
	Iteration 34Q: 3 clusters Score -117456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -117456.609375 Penalty: 2371.774658
	Iteration 35F: 3 clusters Score -117456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 16131 members 
Mstep: Class 7 contains 49734 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 188912 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 170078 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 8521 members 
Mstep: Class 26 contains 886 members 
Entering Unmasked Estep 
Score: -51564816.000000 Penalty: 56047.933594
Splitting cluster 20 changes total score from -51565696.000000 to -51564816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -111856.031250 Penalty: 1169.704834
	Iteration 0F: 2 clusters Score -111856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -110225.851562 Penalty: 2339.409668
	Iteration 0F: 3 clusters Score -110225.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -110510.921875 Penalty: 2339.409668
	Iteration 1F: 3 clusters Score -110510.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -110585.929688 Penalty: 2339.409668
	Iteration 2F: 3 clusters Score -110585.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110627.210938 Penalty: 2339.409668
	Iteration 3Q: 3 clusters Score -110627.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -110646.945312 Penalty: 2339.409668
	Iteration 4Q: 3 clusters Score -110646.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110659.531250 Penalty: 2339.409668
	Iteration 5Q: 3 clusters Score -110659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -110663.000000 Penalty: 2339.409668
	Iteration 6Q: 3 clusters Score -110663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -110665.781250 Penalty: 2339.409668
	Iteration 7Q: 3 clusters Score -110665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110670.265625 Penalty: 2339.409668
	Iteration 8Q: 3 clusters Score -110670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110674.773438 Penalty: 2339.409668
	Iteration 9Q: 3 clusters Score -110674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110678.656250 Penalty: 2339.409668
	Iteration 10Q: 3 clusters Score -110678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110681.765625 Penalty: 2339.409668
	Iteration 11Q: 3 clusters Score -110681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110689.460938 Penalty: 2339.409668
	Iteration 12Q: 3 clusters Score -110689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110695.953125 Penalty: 2339.409668
	Iteration 13Q: 3 clusters Score -110696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110702.375000 Penalty: 2339.409668
	Iteration 14Q: 3 clusters Score -110702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110703.320312 Penalty: 2339.409668
	Iteration 15Q: 3 clusters Score -110703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110703.320312 Penalty: 2339.409668
	Iteration 16F: 3 clusters Score -110703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -176144.109375 Penalty: 1235.957031
	Iteration 0F: 2 clusters Score -176144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -174066.734375 Penalty: 2471.914062
	Iteration 0F: 3 clusters Score -174066.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -174527.437500 Penalty: 2471.914062
	Iteration 1F: 3 clusters Score -174527.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -174659.843750 Penalty: 2471.914062
	Iteration 2F: 3 clusters Score -174659.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -174734.156250 Penalty: 2471.914062
	Iteration 3F: 3 clusters Score -174734.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -174785.390625 Penalty: 2471.914062
	Iteration 4Q: 3 clusters Score -174785.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -174826.671875 Penalty: 2471.914062
	Iteration 5Q: 3 clusters Score -174826.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -174866.500000 Penalty: 2471.914062
	Iteration 6Q: 3 clusters Score -174866.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -174908.406250 Penalty: 2471.914062
	Iteration 7Q: 3 clusters Score -174908.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -174946.484375 Penalty: 2471.914062
	Iteration 8Q: 3 clusters Score -174946.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -174994.437500 Penalty: 2471.914062
	Iteration 9Q: 3 clusters Score -174994.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -175066.531250 Penalty: 2471.914062
	Iteration 10Q: 3 clusters Score -175066.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175176.718750 Penalty: 2471.914062
	Iteration 11Q: 3 clusters Score -175176.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -175302.656250 Penalty: 2471.914062
	Iteration 12Q: 3 clusters Score -175302.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -175383.765625 Penalty: 2471.914062
	Iteration 13Q: 3 clusters Score -175383.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -175447.203125 Penalty: 2471.914062
	Iteration 14Q: 3 clusters Score -175447.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -175492.343750 Penalty: 2471.914062
	Iteration 15Q: 3 clusters Score -175492.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -175518.765625 Penalty: 2471.914062
	Iteration 16Q: 3 clusters Score -175518.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -175532.718750 Penalty: 2471.914062
	Iteration 17Q: 3 clusters Score -175532.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -175541.953125 Penalty: 2471.914062
	Iteration 18Q: 3 clusters Score -175542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -175549.468750 Penalty: 2471.914062
	Iteration 19Q: 3 clusters Score -175549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -175556.359375 Penalty: 2471.914062
	Iteration 20F: 3 clusters Score -175556.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -175563.546875 Penalty: 2471.914062
	Iteration 21Q: 3 clusters Score -175563.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -175567.375000 Penalty: 2471.914062
	Iteration 22Q: 3 clusters Score -175567.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -175571.312500 Penalty: 2471.914062
	Iteration 23Q: 3 clusters Score -175571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -175574.546875 Penalty: 2471.914062
	Iteration 24Q: 3 clusters Score -175574.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -175574.546875 Penalty: 2471.914062
	Iteration 25F: 3 clusters Score -175574.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Entering Unmasked Estep 
Score: -2069045.250000 Penalty: 1622.461060
	Iteration 0F: 2 clusters Score -2069045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2054240.375000 Penalty: 3244.922119
	Iteration 0F: 3 clusters Score -2054240 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2059619.875000 Penalty: 3244.922119
	Iteration 1F: 3 clusters Score -2059620 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2059949.125000 Penalty: 3244.922119
	Iteration 2Q: 3 clusters Score -2059949 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2060246.875000 Penalty: 3244.922119
	Iteration 3Q: 3 clusters Score -2060247 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2060540.750000 Penalty: 3244.922119
	Iteration 4Q: 3 clusters Score -2060541 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2060831.500000 Penalty: 3244.922119
	Iteration 5Q: 3 clusters Score -2060832 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2061151.375000 Penalty: 3244.922119
	Iteration 6Q: 3 clusters Score -2061151 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2061449.375000 Penalty: 3244.922119
	Iteration 7Q: 3 clusters Score -2061449 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2061870.750000 Penalty: 3244.922119
	Iteration 8Q: 3 clusters Score -2061871 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2062403.750000 Penalty: 3244.922119
	Iteration 9Q: 3 clusters Score -2062404 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2062994.000000 Penalty: 3244.922119
	Iteration 10Q: 3 clusters Score -2062994 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2063632.375000 Penalty: 3244.922119
	Iteration 11Q: 3 clusters Score -2063632 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2064220.125000 Penalty: 3244.922119
	Iteration 12Q: 3 clusters Score -2064220 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2064724.875000 Penalty: 3244.922119
	Iteration 13Q: 3 clusters Score -2064725 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2065258.750000 Penalty: 3244.922119
	Iteration 14Q: 3 clusters Score -2065259 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2065754.875000 Penalty: 3244.922119
	Iteration 15Q: 3 clusters Score -2065755 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2066244.125000 Penalty: 3244.922119
	Iteration 16Q: 3 clusters Score -2066244 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2066683.250000 Penalty: 3244.922119
	Iteration 17Q: 3 clusters Score -2066683 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2067034.625000 Penalty: 3244.922119
	Iteration 18Q: 3 clusters Score -2067035 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2067319.250000 Penalty: 3244.922119
	Iteration 19Q: 3 clusters Score -2067319 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2067507.000000 Penalty: 3244.922119
	Iteration 20F: 3 clusters Score -2067507 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2067632.500000 Penalty: 3244.922119
	Iteration 21Q: 3 clusters Score -2067632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2067688.375000 Penalty: 3244.922119
	Iteration 22Q: 3 clusters Score -2067688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2067732.000000 Penalty: 3244.922119
	Iteration 23Q: 3 clusters Score -2067732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2067765.500000 Penalty: 3244.922119
	Iteration 24Q: 3 clusters Score -2067766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2067790.875000 Penalty: 3244.922119
	Iteration 25Q: 3 clusters Score -2067791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2067817.125000 Penalty: 3244.922119
	Iteration 26Q: 3 clusters Score -2067817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2067827.750000 Penalty: 3244.922119
	Iteration 27Q: 3 clusters Score -2067828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2067836.625000 Penalty: 3244.922119
	Iteration 28Q: 3 clusters Score -2067837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2067838.000000 Penalty: 3244.922119
	Iteration 29Q: 3 clusters Score -2067838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2067839.000000 Penalty: 3244.922119
	Iteration 30Q: 3 clusters Score -2067839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2067841.750000 Penalty: 3244.922119
	Iteration 31Q: 3 clusters Score -2067842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2067840.875000 Penalty: 3244.922119
	Iteration 32Q: 3 clusters Score -2067841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2067842.375000 Penalty: 3244.922119
	Iteration 33Q: 3 clusters Score -2067842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2067842.375000 Penalty: 3244.922119
	Iteration 34F: 3 clusters Score -2067842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -68020.890625 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -68020.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66722.312500 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -66722.31 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -67064.773438 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -67064.77 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67218.976562 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -67218.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67322.242188 Penalty: 2219.331299
	Iteration 3F: 3 clusters Score -67322.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67376.226562 Penalty: 2219.331299
	Iteration 4Q: 3 clusters Score -67376.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67400.546875 Penalty: 2219.331299
	Iteration 5Q: 3 clusters Score -67400.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67411.687500 Penalty: 2219.331299
	Iteration 6Q: 3 clusters Score -67411.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67424.351562 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -67424.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67438.531250 Penalty: 2219.331299
	Iteration 8Q: 3 clusters Score -67438.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67450.554688 Penalty: 2219.331299
	Iteration 9Q: 3 clusters Score -67450.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67470.585938 Penalty: 2219.331299
	Iteration 10Q: 3 clusters Score -67470.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67490.882812 Penalty: 2219.331299
	Iteration 11Q: 3 clusters Score -67490.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67496.765625 Penalty: 2219.331299
	Iteration 12Q: 3 clusters Score -67496.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67502.203125 Penalty: 2219.331299
	Iteration 13Q: 3 clusters Score -67502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67504.882812 Penalty: 2219.331299
	Iteration 14Q: 3 clusters Score -67504.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67505.179688 Penalty: 2219.331299
	Iteration 15Q: 3 clusters Score -67505.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67505.656250 Penalty: 2219.331299
	Iteration 16Q: 3 clusters Score -67505.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67506.492188 Penalty: 2219.331299
	Iteration 17Q: 3 clusters Score -67506.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67506.492188 Penalty: 2219.331299
	Iteration 18F: 3 clusters Score -67506.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Entering Unmasked Estep 
Score: -697167.375000 Penalty: 1470.671997
	Iteration 0F: 2 clusters Score -697167.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -690941.750000 Penalty: 2941.343994
	Iteration 0F: 3 clusters Score -690941.8 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -692967.250000 Penalty: 2941.343994
	Iteration 1F: 3 clusters Score -692967.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -693199.062500 Penalty: 2941.343994
	Iteration 2F: 3 clusters Score -693199.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -693358.000000 Penalty: 2941.343994
	Iteration 3Q: 3 clusters Score -693358 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -693471.625000 Penalty: 2941.343994
	Iteration 4Q: 3 clusters Score -693471.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -693563.625000 Penalty: 2941.343994
	Iteration 5Q: 3 clusters Score -693563.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -693646.375000 Penalty: 2941.343994
	Iteration 6Q: 3 clusters Score -693646.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -693730.812500 Penalty: 2941.343994
	Iteration 7Q: 3 clusters Score -693730.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -693816.250000 Penalty: 2941.343994
	Iteration 8Q: 3 clusters Score -693816.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -693902.750000 Penalty: 2941.343994
	Iteration 9Q: 3 clusters Score -693902.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -694019.875000 Penalty: 2941.343994
	Iteration 10Q: 3 clusters Score -694019.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -694151.562500 Penalty: 2941.343994
	Iteration 11Q: 3 clusters Score -694151.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -694303.500000 Penalty: 2941.343994
	Iteration 12Q: 3 clusters Score -694303.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -694463.437500 Penalty: 2941.343994
	Iteration 13Q: 3 clusters Score -694463.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -694597.125000 Penalty: 2941.343994
	Iteration 14Q: 3 clusters Score -694597.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -694720.875000 Penalty: 2941.343994
	Iteration 15Q: 3 clusters Score -694720.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -694803.625000 Penalty: 2941.343994
	Iteration 16Q: 3 clusters Score -694803.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -694876.937500 Penalty: 2941.343994
	Iteration 17Q: 3 clusters Score -694876.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -694935.812500 Penalty: 2941.343994
	Iteration 18Q: 3 clusters Score -694935.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -694998.312500 Penalty: 2941.343994
	Iteration 19Q: 3 clusters Score -694998.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -695065.312500 Penalty: 2941.343994
	Iteration 20F: 3 clusters Score -695065.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -695150.875000 Penalty: 2941.343994
	Iteration 21Q: 3 clusters Score -695150.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -695234.500000 Penalty: 2941.343994
	Iteration 22Q: 3 clusters Score -695234.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -695299.375000 Penalty: 2941.343994
	Iteration 23Q: 3 clusters Score -695299.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -695364.562500 Penalty: 2941.343994
	Iteration 24Q: 3 clusters Score -695364.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -695429.625000 Penalty: 2941.343994
	Iteration 25Q: 3 clusters Score -695429.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -695516.687500 Penalty: 2941.343994
	Iteration 26Q: 3 clusters Score -695516.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -695613.750000 Penalty: 2941.343994
	Iteration 27Q: 3 clusters Score -695613.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -695706.312500 Penalty: 2941.343994
	Iteration 28Q: 3 clusters Score -695706.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -695778.500000 Penalty: 2941.343994
	Iteration 29Q: 3 clusters Score -695778.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -695839.687500 Penalty: 2941.343994
	Iteration 30Q: 3 clusters Score -695839.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -695884.125000 Penalty: 2941.343994
	Iteration 31Q: 3 clusters Score -695884.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -695919.312500 Penalty: 2941.343994
	Iteration 32Q: 3 clusters Score -695919.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -695950.750000 Penalty: 2941.343994
	Iteration 33Q: 3 clusters Score -695950.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -695986.250000 Penalty: 2941.343994
	Iteration 34Q: 3 clusters Score -695986.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -696022.625000 Penalty: 2941.343994
	Iteration 35Q: 3 clusters Score -696022.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -696042.812500 Penalty: 2941.343994
	Iteration 36Q: 3 clusters Score -696042.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -696056.000000 Penalty: 2941.343994
	Iteration 37Q: 3 clusters Score -696056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -696067.000000 Penalty: 2941.343994
	Iteration 38Q: 3 clusters Score -696067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -696072.750000 Penalty: 2941.343994
	Iteration 39Q: 3 clusters Score -696072.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -696082.750000 Penalty: 2941.343994
	Iteration 40F: 3 clusters Score -696082.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -696090.500000 Penalty: 2941.343994
	Iteration 41Q: 3 clusters Score -696090.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -696094.187500 Penalty: 2941.343994
	Iteration 42Q: 3 clusters Score -696094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -696099.125000 Penalty: 2941.343994
	Iteration 43Q: 3 clusters Score -696099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -696101.875000 Penalty: 2941.343994
	Iteration 44Q: 3 clusters Score -696101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -696103.625000 Penalty: 2941.343994
	Iteration 45Q: 3 clusters Score -696103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -696104.875000 Penalty: 2941.343994
	Iteration 46Q: 3 clusters Score -696104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -696105.375000 Penalty: 2941.343994
	Iteration 47Q: 3 clusters Score -696105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -696107.500000 Penalty: 2941.343994
	Iteration 48Q: 3 clusters Score -696107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -696109.500000 Penalty: 2941.343994
	Iteration 49Q: 3 clusters Score -696109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -696111.875000 Penalty: 2941.343994
	Iteration 50Q: 3 clusters Score -696111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -696112.437500 Penalty: 2941.343994
	Iteration 51Q: 3 clusters Score -696112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -696112.437500 Penalty: 2941.343994
	Iteration 52F: 3 clusters Score -696112.4 nChanged 0
--- Evaluating fit on full set of 1731321 points ---
Entering Unmasked Estep 
Score: -154684880.000000 Penalty: 58355.355469
24->26 Clusters: Score -154684880.000000, best is -154944432.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 577107 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 24034 members 
Mstep: Class 3 contains 24179 members 
Mstep: Class 4 contains 23777 members 
Mstep: Class 5 contains 24029 members 
Mstep: Class 6 contains 23932 members 
Mstep: Class 7 contains 24018 members 
Mstep: Class 8 contains 24211 members 
Mstep: Class 9 contains 24089 members 
Mstep: Class 10 contains 24141 members 
Mstep: Class 11 contains 24054 members 
Mstep: Class 12 contains 23836 members 
Mstep: Class 13 contains 24079 members 
Mstep: Class 14 contains 24153 members 
Mstep: Class 15 contains 23834 members 
Mstep: Class 16 contains 24123 members 
Mstep: Class 17 contains 24003 members 
Mstep: Class 18 contains 23947 members 
Mstep: Class 19 contains 24179 members 
Mstep: Class 20 contains 24465 members 
Mstep: Class 21 contains 23974 members 
Mstep: Class 22 contains 24023 members 
Mstep: Class 23 contains 23994 members 
Mstep: Class 24 contains 24141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 478.437683 but Gain 2155.691406
Score: -48512732.000000 Penalty: 49580.863281
Iteration 0F: 24 clusters Score -4.851273e+07 nChanged 549413
Entering Unmasked Mstep 
Mstep: Class 0 contains 527 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 20540 members 
Mstep: Class 3 contains 25082 members 
Mstep: Class 4 contains 15040 members 
Mstep: Class 5 contains 32547 members 
Mstep: Class 6 contains 16740 members 
Mstep: Class 7 contains 23185 members 
Mstep: Class 8 contains 19632 members 
Mstep: Class 9 contains 21672 members 
Mstep: Class 10 contains 52458 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 19911 members 
Mstep: Class 14 contains 14487 members 
Mstep: Class 15 contains 21882 members 
Mstep: Class 16 contains 15461 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 16017 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 51046 members 
Mstep: Class 21 contains 94514 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 31799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50285992.000000 Penalty: 49580.863281
Iteration 1F: 24 clusters Score -5.028599e+07 nChanged 225935
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 18187 members 
Mstep: Class 3 contains 17384 members 
Mstep: Class 4 contains 13195 members 
Mstep: Class 5 contains 26765 members 
Mstep: Class 6 contains 12573 members 
Mstep: Class 7 contains 19823 members 
Mstep: Class 8 contains 19874 members 
Mstep: Class 9 contains 19295 members 
Mstep: Class 10 contains 50809 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 26058 members 
Mstep: Class 14 contains 9674 members 
Mstep: Class 15 contains 19906 members 
Mstep: Class 16 contains 13760 members 
Mstep: Class 17 contains 8481 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 9714 members 
Mstep: Class 20 contains 50887 members 
Mstep: Class 21 contains 158737 members 
Mstep: Class 22 contains 10842 members 
Mstep: Class 23 contains 13461 members 
Mstep: Class 24 contains 26688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50761156.000000 Penalty: 49580.863281
Iteration 2F: 24 clusters Score -5.076116e+07 nChanged 152608
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 15295 members 
Mstep: Class 3 contains 13536 members 
Mstep: Class 4 contains 16740 members 
Mstep: Class 5 contains 27492 members 
Mstep: Class 6 contains 12416 members 
Mstep: Class 7 contains 15085 members 
Mstep: Class 8 contains 13823 members 
Mstep: Class 9 contains 23232 members 
Mstep: Class 10 contains 49949 members 
Mstep: Class 12 contains 9221 members 
Mstep: Class 13 contains 38276 members 
Mstep: Class 14 contains 7096 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 16 contains 15444 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 5766 members 
Mstep: Class 20 contains 36611 members 
Mstep: Class 21 contains 194325 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 16967 members 
Mstep: Class 24 contains 16330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51010932.000000 Penalty: 49580.863281
Iteration 3F: 24 clusters Score -5.101093e+07 nChanged 111114
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 13004 members 
Mstep: Class 3 contains 12864 members 
Mstep: Class 4 contains 22660 members 
Mstep: Class 5 contains 31970 members 
Mstep: Class 6 contains 12464 members 
Mstep: Class 7 contains 13615 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 28814 members 
Mstep: Class 10 contains 48512 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 47898 members 
Mstep: Class 14 contains 5529 members 
Mstep: Class 15 contains 13394 members 
Mstep: Class 16 contains 14188 members 
Mstep: Class 17 contains 6554 members 
Mstep: Class 18 contains 6698 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 21311 members 
Mstep: Class 21 contains 211596 members 
Mstep: Class 22 contains 7408 members 
Mstep: Class 23 contains 17346 members 
Mstep: Class 24 contains 9249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166784.000000 Penalty: 49580.863281
Iteration 4F: 24 clusters Score -5.116678e+07 nChanged 82754
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13209 members 
Mstep: Class 3 contains 12508 members 
Mstep: Class 4 contains 25847 members 
Mstep: Class 5 contains 38054 members 
Mstep: Class 6 contains 11128 members 
Mstep: Class 7 contains 14923 members 
Mstep: Class 8 contains 5854 members 
Mstep: Class 9 contains 33297 members 
Mstep: Class 10 contains 46102 members 
Mstep: Class 12 contains 7944 members 
Mstep: Class 13 contains 58317 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 12475 members 
Mstep: Class 16 contains 10738 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 5952 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 216741 members 
Mstep: Class 22 contains 5696 members 
Mstep: Class 23 contains 14125 members 
Mstep: Class 24 contains 5777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2061.228027 but Gain 2155.687500
Score: -51266544.000000 Penalty: 47425.175781
Iteration 5F: 23 clusters Score -5.126654e+07 nChanged 66422
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 13580 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 26882 members 
Mstep: Class 5 contains 43269 members 
Mstep: Class 6 contains 9252 members 
Mstep: Class 7 contains 17014 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 36441 members 
Mstep: Class 10 contains 43146 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 72133 members 
Mstep: Class 14 contains 3915 members 
Mstep: Class 15 contains 12722 members 
Mstep: Class 16 contains 7308 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 4944 members 
Mstep: Class 20 contains 8688 members 
Mstep: Class 21 contains 216036 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 10012 members 
Mstep: Class 24 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51342192.000000 Penalty: 47425.175781
Iteration 6F: 23 clusters Score -5.134219e+07 nChanged 52373
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12859 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 27106 members 
Mstep: Class 5 contains 46080 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 38422 members 
Mstep: Class 10 contains 38411 members 
Mstep: Class 12 contains 7876 members 
Mstep: Class 13 contains 87117 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 12921 members 
Mstep: Class 16 contains 5028 members 
Mstep: Class 17 contains 5486 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 20 contains 7060 members 
Mstep: Class 21 contains 214049 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 7131 members 
Mstep: Class 24 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1927.856934 but Gain 2155.691406
Score: -51393668.000000 Penalty: 45269.484375
Iteration 7F: 22 clusters Score -5.139367e+07 nChanged 42418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 10048 members 
Mstep: Class 4 contains 27716 members 
Mstep: Class 5 contains 46573 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 39676 members 
Mstep: Class 10 contains 33829 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 100867 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 12579 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 5132 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 20 contains 6281 members 
Mstep: Class 21 contains 213773 members 
Mstep: Class 22 contains 2213 members 
Mstep: Class 23 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51429768.000000 Penalty: 45269.484375
Iteration 8F: 22 clusters Score -5.142977e+07 nChanged 31699
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 9148 members 
Mstep: Class 4 contains 28523 members 
Mstep: Class 5 contains 44815 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 21581 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 40403 members 
Mstep: Class 10 contains 29748 members 
Mstep: Class 12 contains 7628 members 
Mstep: Class 13 contains 112486 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 11981 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 2074 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 212414 members 
Mstep: Class 22 contains 1839 members 
Mstep: Class 23 contains 5177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51454176.000000 Penalty: 45269.484375
Iteration 9F: 22 clusters Score -5.145418e+07 nChanged 25290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 9546 members 
Mstep: Class 3 contains 8260 members 
Mstep: Class 4 contains 29261 members 
Mstep: Class 5 contains 42326 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 22294 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 40907 members 
Mstep: Class 10 contains 26503 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 121973 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 11325 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 20 contains 5496 members 
Mstep: Class 21 contains 211367 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51472896.000000 Penalty: 45269.484375
Iteration 10Q: 22 clusters Score -5.14729e+07 nChanged 20682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 8569 members 
Mstep: Class 3 contains 7478 members 
Mstep: Class 4 contains 29995 members 
Mstep: Class 5 contains 39936 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 22831 members 
Mstep: Class 8 contains 3345 members 
Mstep: Class 9 contains 41218 members 
Mstep: Class 10 contains 23857 members 
Mstep: Class 12 contains 7253 members 
Mstep: Class 13 contains 129513 members 
Mstep: Class 14 contains 2610 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 3387 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 1497 members 
Mstep: Class 20 contains 5237 members 
Mstep: Class 21 contains 210616 members 
Mstep: Class 22 contains 1503 members 
Mstep: Class 23 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51487212.000000 Penalty: 45269.484375
Iteration 11Q: 22 clusters Score -5.148721e+07 nChanged 16847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 30778 members 
Mstep: Class 5 contains 37654 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 23071 members 
Mstep: Class 8 contains 3187 members 
Mstep: Class 9 contains 41398 members 
Mstep: Class 10 contains 21421 members 
Mstep: Class 12 contains 7063 members 
Mstep: Class 13 contains 135457 members 
Mstep: Class 14 contains 2547 members 
Mstep: Class 15 contains 10194 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 1469 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 210107 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 5323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51499240.000000 Penalty: 45269.484375
Iteration 12Q: 22 clusters Score -5.149924e+07 nChanged 14469
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 6150 members 
Mstep: Class 4 contains 31595 members 
Mstep: Class 5 contains 35359 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 23171 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 41524 members 
Mstep: Class 10 contains 19208 members 
Mstep: Class 12 contains 6901 members 
Mstep: Class 13 contains 140508 members 
Mstep: Class 14 contains 2529 members 
Mstep: Class 15 contains 9868 members 
Mstep: Class 16 contains 4022 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 1568 members 
Mstep: Class 20 contains 4926 members 
Mstep: Class 21 contains 209651 members 
Mstep: Class 22 contains 1423 members 
Mstep: Class 23 contains 5501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51508652.000000 Penalty: 45269.484375
Iteration 13Q: 22 clusters Score -5.150865e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 5614 members 
Mstep: Class 4 contains 32477 members 
Mstep: Class 5 contains 33058 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 23178 members 
Mstep: Class 8 contains 3078 members 
Mstep: Class 9 contains 41555 members 
Mstep: Class 10 contains 17192 members 
Mstep: Class 12 contains 6760 members 
Mstep: Class 13 contains 144888 members 
Mstep: Class 14 contains 2522 members 
Mstep: Class 15 contains 9722 members 
Mstep: Class 16 contains 4383 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 209177 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 5677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51516388.000000 Penalty: 45269.484375
Iteration 14Q: 22 clusters Score -5.151639e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 6705 members 
Mstep: Class 3 contains 5196 members 
Mstep: Class 4 contains 33313 members 
Mstep: Class 5 contains 30825 members 
Mstep: Class 6 contains 8017 members 
Mstep: Class 7 contains 23106 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 41538 members 
Mstep: Class 10 contains 15517 members 
Mstep: Class 12 contains 6660 members 
Mstep: Class 13 contains 148599 members 
Mstep: Class 14 contains 2513 members 
Mstep: Class 15 contains 9790 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 20 contains 4650 members 
Mstep: Class 21 contains 208695 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 5844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51521920.000000 Penalty: 45269.484375
Iteration 15Q: 22 clusters Score -5.152192e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 3 contains 4865 members 
Mstep: Class 4 contains 34083 members 
Mstep: Class 5 contains 28846 members 
Mstep: Class 6 contains 8526 members 
Mstep: Class 7 contains 23028 members 
Mstep: Class 8 contains 3165 members 
Mstep: Class 9 contains 41511 members 
Mstep: Class 10 contains 14197 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 151615 members 
Mstep: Class 14 contains 2502 members 
Mstep: Class 15 contains 9957 members 
Mstep: Class 16 contains 4946 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 20 contains 4502 members 
Mstep: Class 21 contains 208226 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51526636.000000 Penalty: 45269.484375
Iteration 16Q: 22 clusters Score -5.152664e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 6475 members 
Mstep: Class 3 contains 4630 members 
Mstep: Class 4 contains 34776 members 
Mstep: Class 5 contains 27048 members 
Mstep: Class 6 contains 9001 members 
Mstep: Class 7 contains 22934 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 13150 members 
Mstep: Class 12 contains 6498 members 
Mstep: Class 13 contains 154156 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 10173 members 
Mstep: Class 16 contains 5133 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 2058 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 207792 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51529744.000000 Penalty: 45269.484375
Iteration 17Q: 22 clusters Score -5.152974e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 25498 members 
Mstep: Class 6 contains 9472 members 
Mstep: Class 7 contains 22878 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 41425 members 
Mstep: Class 10 contains 12335 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 156124 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 10337 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 2926 members 
Mstep: Class 18 contains 2158 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 207452 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51532160.000000 Penalty: 45269.484375
Iteration 18Q: 22 clusters Score -5.153216e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 36191 members 
Mstep: Class 5 contains 24200 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 22835 members 
Mstep: Class 8 contains 3296 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 11689 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 157568 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 10455 members 
Mstep: Class 16 contains 5342 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 20 contains 4035 members 
Mstep: Class 21 contains 207163 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51534400.000000 Penalty: 45269.484375
Iteration 19Q: 22 clusters Score -5.15344e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 4251 members 
Mstep: Class 4 contains 36892 members 
Mstep: Class 5 contains 23119 members 
Mstep: Class 6 contains 10399 members 
Mstep: Class 7 contains 22772 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 41356 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 158682 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 10553 members 
Mstep: Class 16 contains 5413 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 20 contains 3866 members 
Mstep: Class 21 contains 206918 members 
Mstep: Class 22 contains 1411 members 
Mstep: Class 23 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51537024.000000 Penalty: 45269.484375
Iteration 20F: 22 clusters Score -5.153702e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6406 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 37551 members 
Mstep: Class 5 contains 22114 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 22722 members 
Mstep: Class 8 contains 3282 members 
Mstep: Class 9 contains 41330 members 
Mstep: Class 10 contains 10539 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 159545 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 15 contains 10768 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 20 contains 3714 members 
Mstep: Class 21 contains 206523 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 6939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51538896.000000 Penalty: 45269.484375
Iteration 21Q: 22 clusters Score -5.15389e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 38197 members 
Mstep: Class 5 contains 21249 members 
Mstep: Class 6 contains 11737 members 
Mstep: Class 7 contains 22679 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 41321 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 12 contains 6314 members 
Mstep: Class 13 contains 160198 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 10997 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 206111 members 
Mstep: Class 22 contains 1472 members 
Mstep: Class 23 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51540736.000000 Penalty: 45269.484375
Iteration 22Q: 22 clusters Score -5.154074e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6508 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 38850 members 
Mstep: Class 5 contains 20503 members 
Mstep: Class 6 contains 12440 members 
Mstep: Class 7 contains 22636 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 41315 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 12 contains 6278 members 
Mstep: Class 13 contains 160602 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 11221 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 2994 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 205710 members 
Mstep: Class 22 contains 1495 members 
Mstep: Class 23 contains 7416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51542364.000000 Penalty: 45269.484375
Iteration 23Q: 22 clusters Score -5.154236e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 39550 members 
Mstep: Class 5 contains 19827 members 
Mstep: Class 6 contains 13191 members 
Mstep: Class 7 contains 22599 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 41310 members 
Mstep: Class 10 contains 8980 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 160876 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 11410 members 
Mstep: Class 16 contains 5639 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 20 contains 3243 members 
Mstep: Class 21 contains 205367 members 
Mstep: Class 22 contains 1506 members 
Mstep: Class 23 contains 7633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51543940.000000 Penalty: 45269.484375
Iteration 24Q: 22 clusters Score -5.154394e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 3738 members 
Mstep: Class 4 contains 40213 members 
Mstep: Class 5 contains 19256 members 
Mstep: Class 6 contains 13924 members 
Mstep: Class 7 contains 22562 members 
Mstep: Class 8 contains 3203 members 
Mstep: Class 9 contains 41322 members 
Mstep: Class 10 contains 8568 members 
Mstep: Class 12 contains 6188 members 
Mstep: Class 13 contains 161048 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 11580 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 20 contains 3098 members 
Mstep: Class 21 contains 205059 members 
Mstep: Class 22 contains 1523 members 
Mstep: Class 23 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51545240.000000 Penalty: 45269.484375
Iteration 25Q: 22 clusters Score -5.154524e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 3666 members 
Mstep: Class 4 contains 40893 members 
Mstep: Class 5 contains 18737 members 
Mstep: Class 6 contains 14620 members 
Mstep: Class 7 contains 22514 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 41321 members 
Mstep: Class 10 contains 8191 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 161215 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 5723 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 204768 members 
Mstep: Class 22 contains 1533 members 
Mstep: Class 23 contains 7947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51546168.000000 Penalty: 45269.484375
Iteration 26Q: 22 clusters Score -5.154617e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6591 members 
Mstep: Class 3 contains 3605 members 
Mstep: Class 4 contains 41580 members 
Mstep: Class 5 contains 18284 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 22473 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 7878 members 
Mstep: Class 12 contains 6108 members 
Mstep: Class 13 contains 161394 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 11889 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 17 contains 2595 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 20 contains 2880 members 
Mstep: Class 21 contains 204503 members 
Mstep: Class 22 contains 1542 members 
Mstep: Class 23 contains 8059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51546908.000000 Penalty: 45269.484375
Iteration 27Q: 22 clusters Score -5.154691e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6616 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 42351 members 
Mstep: Class 5 contains 17866 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 22430 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 41327 members 
Mstep: Class 10 contains 7579 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 161510 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 12028 members 
Mstep: Class 16 contains 5773 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 204246 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 8149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51547828.000000 Penalty: 45269.484375
Iteration 28Q: 22 clusters Score -5.154783e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6647 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 43004 members 
Mstep: Class 5 contains 17477 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 22393 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 41335 members 
Mstep: Class 10 contains 7334 members 
Mstep: Class 12 contains 6034 members 
Mstep: Class 13 contains 161628 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 12135 members 
Mstep: Class 16 contains 5802 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 3645 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 204015 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51548328.000000 Penalty: 45269.484375
Iteration 29Q: 22 clusters Score -5.154833e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 43702 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 16270 members 
Mstep: Class 7 contains 22340 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 9 contains 41344 members 
Mstep: Class 10 contains 7133 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 161766 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 3718 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 203804 members 
Mstep: Class 22 contains 1592 members 
Mstep: Class 23 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51548996.000000 Penalty: 45269.484375
Iteration 30Q: 22 clusters Score -5.1549e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 44375 members 
Mstep: Class 5 contains 16746 members 
Mstep: Class 6 contains 16463 members 
Mstep: Class 7 contains 22290 members 
Mstep: Class 8 contains 3344 members 
Mstep: Class 9 contains 41356 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 161907 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 203622 members 
Mstep: Class 22 contains 1607 members 
Mstep: Class 23 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51549684.000000 Penalty: 45269.484375
Iteration 31Q: 22 clusters Score -5.154968e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 45048 members 
Mstep: Class 5 contains 16406 members 
Mstep: Class 6 contains 16625 members 
Mstep: Class 7 contains 22228 members 
Mstep: Class 8 contains 3347 members 
Mstep: Class 9 contains 41362 members 
Mstep: Class 10 contains 6812 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 162052 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 2536 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 203515 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51550220.000000 Penalty: 45269.484375
Iteration 32Q: 22 clusters Score -5.155022e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 45618 members 
Mstep: Class 5 contains 16106 members 
Mstep: Class 6 contains 16750 members 
Mstep: Class 7 contains 22154 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 41374 members 
Mstep: Class 10 contains 6666 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 13 contains 162189 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 12373 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 203424 members 
Mstep: Class 22 contains 1627 members 
Mstep: Class 23 contains 8316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51550620.000000 Penalty: 45269.484375
Iteration 33Q: 22 clusters Score -5.155062e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6823 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 46119 members 
Mstep: Class 5 contains 15819 members 
Mstep: Class 6 contains 16816 members 
Mstep: Class 7 contains 22086 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 41382 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 162358 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 12404 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 2531 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 203351 members 
Mstep: Class 22 contains 1621 members 
Mstep: Class 23 contains 8338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51551060.000000 Penalty: 45269.484375
Iteration 34Q: 22 clusters Score -5.155106e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6862 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 46547 members 
Mstep: Class 5 contains 15526 members 
Mstep: Class 6 contains 16863 members 
Mstep: Class 7 contains 22009 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 41385 members 
Mstep: Class 10 contains 6436 members 
Mstep: Class 12 contains 5939 members 
Mstep: Class 13 contains 162529 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 12434 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 203291 members 
Mstep: Class 22 contains 1622 members 
Mstep: Class 23 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51551600.000000 Penalty: 45269.484375
Iteration 35Q: 22 clusters Score -5.15516e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6911 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 46883 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 16915 members 
Mstep: Class 7 contains 21943 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 12 contains 5927 members 
Mstep: Class 13 contains 162690 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 12456 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 203228 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51551836.000000 Penalty: 45269.484375
Iteration 36Q: 22 clusters Score -5.155184e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 47158 members 
Mstep: Class 5 contains 15033 members 
Mstep: Class 6 contains 16970 members 
Mstep: Class 7 contains 21877 members 
Mstep: Class 8 contains 3359 members 
Mstep: Class 9 contains 41387 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 162806 members 
Mstep: Class 14 contains 2303 members 
Mstep: Class 15 contains 12472 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 203189 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51552020.000000 Penalty: 45269.484375
Iteration 37Q: 22 clusters Score -5.155202e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6990 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 47382 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 17017 members 
Mstep: Class 7 contains 21817 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 41389 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 162899 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 15 contains 12488 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 4200 members 
Mstep: Class 20 contains 2796 members 
Mstep: Class 21 contains 203162 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51552424.000000 Penalty: 45269.484375
Iteration 38Q: 22 clusters Score -5.155242e+07 nChanged 965
Entering ConstructFrom: 
Score: -51552424.000000 Penalty: 45269.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -236405.390625 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -236405.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -233975.375000 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -233975.4 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -234546.968750 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -234547 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -234646.734375 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -234646.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -234707.609375 Penalty: 2550.649658
	Iteration 3Q: 3 clusters Score -234707.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -234756.781250 Penalty: 2550.649658
	Iteration 4Q: 3 clusters Score -234756.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -234788.156250 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -234788.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -234813.375000 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -234813.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -234832.359375 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -234832.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -234850.843750 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -234850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -234859.453125 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -234859.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -234870.968750 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -234871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -234878.921875 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -234878.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -234884.937500 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -234884.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -234889.671875 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -234889.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -234893.343750 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -234893.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -234897.921875 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -234897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -234902.953125 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -234903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -234908.968750 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -234909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234912.500000 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -234912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -234915.265625 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -234915.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -234918.234375 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -234918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234920.328125 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -234920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -234922.140625 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -234922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -234922.343750 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -234922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -234923.828125 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -234923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -234926.843750 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -234926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -234931.078125 Penalty: 2550.649658
	Iteration 26Q: 3 clusters Score -234931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -234935.046875 Penalty: 2550.649658
	Iteration 27Q: 3 clusters Score -234935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -234937.640625 Penalty: 2550.649658
	Iteration 28Q: 3 clusters Score -234937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -234941.156250 Penalty: 2550.649658
	Iteration 29Q: 3 clusters Score -234941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -234943.890625 Penalty: 2550.649658
	Iteration 30Q: 3 clusters Score -234943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -234946.500000 Penalty: 2550.649658
	Iteration 31Q: 3 clusters Score -234946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -234947.890625 Penalty: 2550.649658
	Iteration 32Q: 3 clusters Score -234947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234948.406250 Penalty: 2550.649658
	Iteration 33Q: 3 clusters Score -234948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -234949.093750 Penalty: 2550.649658
	Iteration 34Q: 3 clusters Score -234949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234949.765625 Penalty: 2550.649658
	Iteration 35Q: 3 clusters Score -234949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234951.781250 Penalty: 2550.649658
	Iteration 36Q: 3 clusters Score -234951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234956.078125 Penalty: 2550.649658
	Iteration 37Q: 3 clusters Score -234956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -234958.593750 Penalty: 2550.649658
	Iteration 38Q: 3 clusters Score -234958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -234960.093750 Penalty: 2550.649658
	Iteration 39Q: 3 clusters Score -234960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -234961.312500 Penalty: 2550.649658
	Iteration 40F: 3 clusters Score -234961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234964.062500 Penalty: 2550.649658
	Iteration 41Q: 3 clusters Score -234964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -234965.625000 Penalty: 2550.649658
	Iteration 42Q: 3 clusters Score -234965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234969.234375 Penalty: 2550.649658
	Iteration 43Q: 3 clusters Score -234969.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234971.593750 Penalty: 2550.649658
	Iteration 44Q: 3 clusters Score -234971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -234974.140625 Penalty: 2550.649658
	Iteration 45Q: 3 clusters Score -234974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234975.109375 Penalty: 2550.649658
	Iteration 46Q: 3 clusters Score -234975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234975.421875 Penalty: 2550.649658
	Iteration 47Q: 3 clusters Score -234975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -234976.156250 Penalty: 2550.649658
	Iteration 48Q: 3 clusters Score -234976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234976.109375 Penalty: 2550.649658
	Iteration 49Q: 3 clusters Score -234976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234976.109375 Penalty: 2550.649658
	Iteration 50F: 3 clusters Score -234976.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Entering Unmasked Estep 
Score: -663805.000000 Penalty: 1439.461792
	Iteration 0F: 2 clusters Score -663805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -658537.000000 Penalty: 2878.923584
	Iteration 0F: 3 clusters Score -658537 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -660108.812500 Penalty: 2878.923584
	Iteration 1F: 3 clusters Score -660108.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -660282.750000 Penalty: 2878.923584
	Iteration 2F: 3 clusters Score -660282.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -660422.375000 Penalty: 2878.923584
	Iteration 3Q: 3 clusters Score -660422.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -660539.687500 Penalty: 2878.923584
	Iteration 4Q: 3 clusters Score -660539.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -660653.875000 Penalty: 2878.923584
	Iteration 5Q: 3 clusters Score -660653.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -660783.500000 Penalty: 2878.923584
	Iteration 6Q: 3 clusters Score -660783.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -660953.250000 Penalty: 2878.923584
	Iteration 7Q: 3 clusters Score -660953.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -661185.125000 Penalty: 2878.923584
	Iteration 8Q: 3 clusters Score -661185.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -661465.875000 Penalty: 2878.923584
	Iteration 9F: 3 clusters Score -661465.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -661723.312500 Penalty: 2878.923584
	Iteration 10Q: 3 clusters Score -661723.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -661941.312500 Penalty: 2878.923584
	Iteration 11Q: 3 clusters Score -661941.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -662104.062500 Penalty: 2878.923584
	Iteration 12Q: 3 clusters Score -662104.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -662241.812500 Penalty: 2878.923584
	Iteration 13Q: 3 clusters Score -662241.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -662325.312500 Penalty: 2878.923584
	Iteration 14Q: 3 clusters Score -662325.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -662386.312500 Penalty: 2878.923584
	Iteration 15Q: 3 clusters Score -662386.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -662425.500000 Penalty: 2878.923584
	Iteration 16Q: 3 clusters Score -662425.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -662447.875000 Penalty: 2878.923584
	Iteration 17Q: 3 clusters Score -662447.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -662470.000000 Penalty: 2878.923584
	Iteration 18Q: 3 clusters Score -662470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -662488.375000 Penalty: 2878.923584
	Iteration 19Q: 3 clusters Score -662488.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -662503.250000 Penalty: 2878.923584
	Iteration 20F: 3 clusters Score -662503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -662517.312500 Penalty: 2878.923584
	Iteration 21Q: 3 clusters Score -662517.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -662526.875000 Penalty: 2878.923584
	Iteration 22Q: 3 clusters Score -662526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -662534.062500 Penalty: 2878.923584
	Iteration 23Q: 3 clusters Score -662534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -662539.437500 Penalty: 2878.923584
	Iteration 24Q: 3 clusters Score -662539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -662544.250000 Penalty: 2878.923584
	Iteration 25Q: 3 clusters Score -662544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -662552.750000 Penalty: 2878.923584
	Iteration 26Q: 3 clusters Score -662552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -662557.437500 Penalty: 2878.923584
	Iteration 27Q: 3 clusters Score -662557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -662557.562500 Penalty: 2878.923584
	Iteration 28Q: 3 clusters Score -662557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -662558.312500 Penalty: 2878.923584
	Iteration 29Q: 3 clusters Score -662558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -662558.312500 Penalty: 2878.923584
	Iteration 30F: 3 clusters Score -662558.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -269557.281250 Penalty: 1316.916138
	Iteration 0F: 2 clusters Score -269557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -266644.625000 Penalty: 2633.832275
	Iteration 0F: 3 clusters Score -266644.6 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -267452.937500 Penalty: 2633.832275
	Iteration 1F: 3 clusters Score -267452.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -267641.468750 Penalty: 2633.832275
	Iteration 2F: 3 clusters Score -267641.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -267764.312500 Penalty: 2633.832275
	Iteration 3F: 3 clusters Score -267764.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -267866.781250 Penalty: 2633.832275
	Iteration 4Q: 3 clusters Score -267866.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -267936.468750 Penalty: 2633.832275
	Iteration 5Q: 3 clusters Score -267936.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -268007.687500 Penalty: 2633.832275
	Iteration 6Q: 3 clusters Score -268007.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -268065.000000 Penalty: 2633.832275
	Iteration 7Q: 3 clusters Score -268065 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -268139.937500 Penalty: 2633.832275
	Iteration 8Q: 3 clusters Score -268139.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -268198.812500 Penalty: 2633.832275
	Iteration 9Q: 3 clusters Score -268198.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -268249.312500 Penalty: 2633.832275
	Iteration 10Q: 3 clusters Score -268249.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -268293.937500 Penalty: 2633.832275
	Iteration 11Q: 3 clusters Score -268293.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -268324.375000 Penalty: 2633.832275
	Iteration 12Q: 3 clusters Score -268324.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -268342.250000 Penalty: 2633.832275
	Iteration 13Q: 3 clusters Score -268342.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -268358.000000 Penalty: 2633.832275
	Iteration 14Q: 3 clusters Score -268358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -268366.500000 Penalty: 2633.832275
	Iteration 15Q: 3 clusters Score -268366.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -268372.906250 Penalty: 2633.832275
	Iteration 16Q: 3 clusters Score -268372.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -268377.406250 Penalty: 2633.832275
	Iteration 17Q: 3 clusters Score -268377.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -268379.531250 Penalty: 2633.832275
	Iteration 18Q: 3 clusters Score -268379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -268382.125000 Penalty: 2633.832275
	Iteration 19Q: 3 clusters Score -268382.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -268383.875000 Penalty: 2633.832275
	Iteration 20F: 3 clusters Score -268383.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -268387.031250 Penalty: 2633.832275
	Iteration 21Q: 3 clusters Score -268387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -268390.562500 Penalty: 2633.832275
	Iteration 22Q: 3 clusters Score -268390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -268393.125000 Penalty: 2633.832275
	Iteration 23Q: 3 clusters Score -268393.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -268394.968750 Penalty: 2633.832275
	Iteration 24Q: 3 clusters Score -268395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -268396.031250 Penalty: 2633.832275
	Iteration 25Q: 3 clusters Score -268396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -268396.406250 Penalty: 2633.832275
	Iteration 26Q: 3 clusters Score -268396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -268396.750000 Penalty: 2633.832275
	Iteration 27Q: 3 clusters Score -268396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -268397.062500 Penalty: 2633.832275
	Iteration 28Q: 3 clusters Score -268397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -268396.875000 Penalty: 2633.832275
	Iteration 29Q: 3 clusters Score -268396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -268397.187500 Penalty: 2633.832275
	Iteration 30Q: 3 clusters Score -268397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -268397.187500 Penalty: 2633.832275
	Iteration 31F: 3 clusters Score -268397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Entering Unmasked Estep 
Score: -4421933.000000 Penalty: 1750.049805
	Iteration 0F: 2 clusters Score -4421933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -4390130.000000 Penalty: 3500.099609
	Iteration 0F: 3 clusters Score -4390130 nChanged 22391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -4402626.500000 Penalty: 3500.099609
	Iteration 1F: 3 clusters Score -4402626 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4403106.000000 Penalty: 3500.099609
	Iteration 2Q: 3 clusters Score -4403106 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -4403700.500000 Penalty: 3500.099609
	Iteration 3Q: 3 clusters Score -4403700 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4404616.500000 Penalty: 3500.099609
	Iteration 4Q: 3 clusters Score -4404616 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4406125.500000 Penalty: 3500.099609
	Iteration 5F: 3 clusters Score -4406126 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4408663.500000 Penalty: 3500.099609
	Iteration 6F: 3 clusters Score -4408664 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -4412350.500000 Penalty: 3500.099609
	Iteration 7F: 3 clusters Score -4412350 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -4416161.000000 Penalty: 3500.099609
	Iteration 8F: 3 clusters Score -4416161 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -4418717.000000 Penalty: 3500.099609
	Iteration 9F: 3 clusters Score -4418717 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -4419734.000000 Penalty: 3500.099609
	Iteration 10Q: 3 clusters Score -4419734 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -4420114.500000 Penalty: 3500.099609
	Iteration 11Q: 3 clusters Score -4420114 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -4420274.500000 Penalty: 3500.099609
	Iteration 12Q: 3 clusters Score -4420274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -4420349.000000 Penalty: 3500.099609
	Iteration 13Q: 3 clusters Score -4420349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -4420388.500000 Penalty: 3500.099609
	Iteration 14Q: 3 clusters Score -4420388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -4420410.000000 Penalty: 3500.099609
	Iteration 15Q: 3 clusters Score -4420410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -4420427.500000 Penalty: 3500.099609
	Iteration 16Q: 3 clusters Score -4420428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -4420438.500000 Penalty: 3500.099609
	Iteration 17Q: 3 clusters Score -4420438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -4420444.500000 Penalty: 3500.099609
	Iteration 18Q: 3 clusters Score -4420444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -4420451.000000 Penalty: 3500.099609
	Iteration 19Q: 3 clusters Score -4420451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -4420457.000000 Penalty: 3500.099609
	Iteration 20F: 3 clusters Score -4420457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -4420460.500000 Penalty: 3500.099609
	Iteration 21Q: 3 clusters Score -4420460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -4420460.000000 Penalty: 3500.099609
	Iteration 22Q: 3 clusters Score -4420460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -4420457.500000 Penalty: 3500.099609
	Iteration 23Q: 3 clusters Score -4420458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -4420460.000000 Penalty: 3500.099609
	Iteration 24Q: 3 clusters Score -4420460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -4420460.000000 Penalty: 3500.099609
	Iteration 25F: 3 clusters Score -4420460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Entering Unmasked Estep 
Score: -1286523.375000 Penalty: 1558.376465
	Iteration 0F: 2 clusters Score -1286523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1276355.875000 Penalty: 3116.752930
	Iteration 0F: 3 clusters Score -1276356 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1279883.750000 Penalty: 3116.752930
	Iteration 1F: 3 clusters Score -1279884 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1280312.000000 Penalty: 3116.752930
	Iteration 2F: 3 clusters Score -1280312 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1280776.500000 Penalty: 3116.752930
	Iteration 3F: 3 clusters Score -1280776 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1281311.125000 Penalty: 3116.752930
	Iteration 4F: 3 clusters Score -1281311 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1281939.375000 Penalty: 3116.752930
	Iteration 5F: 3 clusters Score -1281939 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1282629.625000 Penalty: 3116.752930
	Iteration 6F: 3 clusters Score -1282630 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1283301.375000 Penalty: 3116.752930
	Iteration 7F: 3 clusters Score -1283301 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1283921.250000 Penalty: 3116.752930
	Iteration 8F: 3 clusters Score -1283921 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1284388.125000 Penalty: 3116.752930
	Iteration 9Q: 3 clusters Score -1284388 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1284713.875000 Penalty: 3116.752930
	Iteration 10Q: 3 clusters Score -1284714 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1284916.125000 Penalty: 3116.752930
	Iteration 11Q: 3 clusters Score -1284916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1285019.875000 Penalty: 3116.752930
	Iteration 12Q: 3 clusters Score -1285020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1285078.375000 Penalty: 3116.752930
	Iteration 13Q: 3 clusters Score -1285078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1285119.125000 Penalty: 3116.752930
	Iteration 14Q: 3 clusters Score -1285119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1285145.875000 Penalty: 3116.752930
	Iteration 15Q: 3 clusters Score -1285146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1285155.000000 Penalty: 3116.752930
	Iteration 16Q: 3 clusters Score -1285155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1285164.500000 Penalty: 3116.752930
	Iteration 17Q: 3 clusters Score -1285164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1285169.625000 Penalty: 3116.752930
	Iteration 18Q: 3 clusters Score -1285170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1285170.625000 Penalty: 3116.752930
	Iteration 19Q: 3 clusters Score -1285171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1285170.625000 Penalty: 3116.752930
	Iteration 20F: 3 clusters Score -1285171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -1527261.125000 Penalty: 1583.356079
	Iteration 0F: 2 clusters Score -1527261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1515620.875000 Penalty: 3166.712158
	Iteration 0F: 3 clusters Score -1515621 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1519664.500000 Penalty: 3166.712158
	Iteration 1F: 3 clusters Score -1519664 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1520061.000000 Penalty: 3166.712158
	Iteration 2F: 3 clusters Score -1520061 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1520465.500000 Penalty: 3166.712158
	Iteration 3F: 3 clusters Score -1520466 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1520868.625000 Penalty: 3166.712158
	Iteration 4F: 3 clusters Score -1520869 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1521310.250000 Penalty: 3166.712158
	Iteration 5Q: 3 clusters Score -1521310 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1521845.375000 Penalty: 3166.712158
	Iteration 6F: 3 clusters Score -1521845 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1522530.625000 Penalty: 3166.712158
	Iteration 7F: 3 clusters Score -1522531 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1523277.250000 Penalty: 3166.712158
	Iteration 8F: 3 clusters Score -1523277 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1524037.375000 Penalty: 3166.712158
	Iteration 9F: 3 clusters Score -1524037 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1524632.000000 Penalty: 3166.712158
	Iteration 10Q: 3 clusters Score -1524632 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1525009.250000 Penalty: 3166.712158
	Iteration 11Q: 3 clusters Score -1525009 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1525216.875000 Penalty: 3166.712158
	Iteration 12Q: 3 clusters Score -1525217 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1525351.500000 Penalty: 3166.712158
	Iteration 13Q: 3 clusters Score -1525352 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1525444.375000 Penalty: 3166.712158
	Iteration 14Q: 3 clusters Score -1525444 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1525499.125000 Penalty: 3166.712158
	Iteration 15Q: 3 clusters Score -1525499 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1525535.500000 Penalty: 3166.712158
	Iteration 16Q: 3 clusters Score -1525536 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1525572.250000 Penalty: 3166.712158
	Iteration 17Q: 3 clusters Score -1525572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1525612.125000 Penalty: 3166.712158
	Iteration 18Q: 3 clusters Score -1525612 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1525647.875000 Penalty: 3166.712158
	Iteration 19Q: 3 clusters Score -1525648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1525688.250000 Penalty: 3166.712158
	Iteration 20F: 3 clusters Score -1525688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1525727.875000 Penalty: 3166.712158
	Iteration 21Q: 3 clusters Score -1525728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1525748.875000 Penalty: 3166.712158
	Iteration 22Q: 3 clusters Score -1525749 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1525775.500000 Penalty: 3166.712158
	Iteration 23Q: 3 clusters Score -1525776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1525793.500000 Penalty: 3166.712158
	Iteration 24Q: 3 clusters Score -1525794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1525814.625000 Penalty: 3166.712158
	Iteration 25Q: 3 clusters Score -1525815 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1525846.000000 Penalty: 3166.712158
	Iteration 26Q: 3 clusters Score -1525846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1525873.000000 Penalty: 3166.712158
	Iteration 27Q: 3 clusters Score -1525873 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1525897.875000 Penalty: 3166.712158
	Iteration 28Q: 3 clusters Score -1525898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1525914.750000 Penalty: 3166.712158
	Iteration 29Q: 3 clusters Score -1525915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1525938.375000 Penalty: 3166.712158
	Iteration 30Q: 3 clusters Score -1525938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1525956.250000 Penalty: 3166.712158
	Iteration 31Q: 3 clusters Score -1525956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1525977.750000 Penalty: 3166.712158
	Iteration 32Q: 3 clusters Score -1525978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1525995.375000 Penalty: 3166.712158
	Iteration 33Q: 3 clusters Score -1525995 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1526016.500000 Penalty: 3166.712158
	Iteration 34Q: 3 clusters Score -1526016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1526036.875000 Penalty: 3166.712158
	Iteration 35Q: 3 clusters Score -1526037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1526058.250000 Penalty: 3166.712158
	Iteration 36Q: 3 clusters Score -1526058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1526076.000000 Penalty: 3166.712158
	Iteration 37Q: 3 clusters Score -1526076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1526093.500000 Penalty: 3166.712158
	Iteration 38Q: 3 clusters Score -1526094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1526114.750000 Penalty: 3166.712158
	Iteration 39Q: 3 clusters Score -1526115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1526130.375000 Penalty: 3166.712158
	Iteration 40F: 3 clusters Score -1526130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1526152.000000 Penalty: 3166.712158
	Iteration 41Q: 3 clusters Score -1526152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1526174.000000 Penalty: 3166.712158
	Iteration 42Q: 3 clusters Score -1526174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1526195.125000 Penalty: 3166.712158
	Iteration 43Q: 3 clusters Score -1526195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1526216.875000 Penalty: 3166.712158
	Iteration 44Q: 3 clusters Score -1526217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1526246.250000 Penalty: 3166.712158
	Iteration 45Q: 3 clusters Score -1526246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1526258.000000 Penalty: 3166.712158
	Iteration 46Q: 3 clusters Score -1526258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1526278.125000 Penalty: 3166.712158
	Iteration 47Q: 3 clusters Score -1526278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1526303.250000 Penalty: 3166.712158
	Iteration 48Q: 3 clusters Score -1526303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1526320.375000 Penalty: 3166.712158
	Iteration 49Q: 3 clusters Score -1526320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1526344.375000 Penalty: 3166.712158
	Iteration 50Q: 3 clusters Score -1526344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1526371.625000 Penalty: 3166.712158
	Iteration 51Q: 3 clusters Score -1526372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1526398.375000 Penalty: 3166.712158
	Iteration 52Q: 3 clusters Score -1526398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1526420.000000 Penalty: 3166.712158
	Iteration 53Q: 3 clusters Score -1526420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1526426.750000 Penalty: 3166.712158
	Iteration 54Q: 3 clusters Score -1526427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1526436.000000 Penalty: 3166.712158
	Iteration 55Q: 3 clusters Score -1526436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1526437.500000 Penalty: 3166.712158
	Iteration 56Q: 3 clusters Score -1526438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1526441.000000 Penalty: 3166.712158
	Iteration 57Q: 3 clusters Score -1526441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1526449.250000 Penalty: 3166.712158
	Iteration 58Q: 3 clusters Score -1526449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1526452.250000 Penalty: 3166.712158
	Iteration 59Q: 3 clusters Score -1526452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1526452.750000 Penalty: 3166.712158
	Iteration 60F: 3 clusters Score -1526453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1526451.750000 Penalty: 3166.712158
	Iteration 61Q: 3 clusters Score -1526452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1526456.875000 Penalty: 3166.712158
	Iteration 62Q: 3 clusters Score -1526457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1526459.250000 Penalty: 3166.712158
	Iteration 63Q: 3 clusters Score -1526459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1526465.250000 Penalty: 3166.712158
	Iteration 64Q: 3 clusters Score -1526465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1526470.000000 Penalty: 3166.712158
	Iteration 65Q: 3 clusters Score -1526470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1526476.250000 Penalty: 3166.712158
	Iteration 66Q: 3 clusters Score -1526476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1526480.000000 Penalty: 3166.712158
	Iteration 67Q: 3 clusters Score -1526480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1526485.125000 Penalty: 3166.712158
	Iteration 68Q: 3 clusters Score -1526485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1526488.750000 Penalty: 3166.712158
	Iteration 69Q: 3 clusters Score -1526489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1526490.625000 Penalty: 3166.712158
	Iteration 70Q: 3 clusters Score -1526491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1526494.750000 Penalty: 3166.712158
	Iteration 71Q: 3 clusters Score -1526495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1526500.750000 Penalty: 3166.712158
	Iteration 72Q: 3 clusters Score -1526501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1526505.375000 Penalty: 3166.712158
	Iteration 73Q: 3 clusters Score -1526505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1526506.000000 Penalty: 3166.712158
	Iteration 74Q: 3 clusters Score -1526506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1526507.125000 Penalty: 3166.712158
	Iteration 75Q: 3 clusters Score -1526507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1526511.125000 Penalty: 3166.712158
	Iteration 76Q: 3 clusters Score -1526511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1526512.000000 Penalty: 3166.712158
	Iteration 77Q: 3 clusters Score -1526512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1526512.125000 Penalty: 3166.712158
	Iteration 78Q: 3 clusters Score -1526512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1526517.500000 Penalty: 3166.712158
	Iteration 79Q: 3 clusters Score -1526518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1526520.500000 Penalty: 3166.712158
	Iteration 80F: 3 clusters Score -1526520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1526524.750000 Penalty: 3166.712158
	Iteration 81Q: 3 clusters Score -1526525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1526529.250000 Penalty: 3166.712158
	Iteration 82Q: 3 clusters Score -1526529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1526528.250000 Penalty: 3166.712158
	Iteration 83Q: 3 clusters Score -1526528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1526536.250000 Penalty: 3166.712158
	Iteration 84Q: 3 clusters Score -1526536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1526541.375000 Penalty: 3166.712158
	Iteration 85Q: 3 clusters Score -1526541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1526547.125000 Penalty: 3166.712158
	Iteration 86Q: 3 clusters Score -1526547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1526552.000000 Penalty: 3166.712158
	Iteration 87Q: 3 clusters Score -1526552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1526561.500000 Penalty: 3166.712158
	Iteration 88Q: 3 clusters Score -1526562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1526564.125000 Penalty: 3166.712158
	Iteration 89Q: 3 clusters Score -1526564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1526579.750000 Penalty: 3166.712158
	Iteration 90Q: 3 clusters Score -1526580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1526610.250000 Penalty: 3166.712158
	Iteration 91Q: 3 clusters Score -1526610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1526647.500000 Penalty: 3166.712158
	Iteration 92Q: 3 clusters Score -1526648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1526681.000000 Penalty: 3166.712158
	Iteration 93Q: 3 clusters Score -1526681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1526722.250000 Penalty: 3166.712158
	Iteration 94Q: 3 clusters Score -1526722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1526739.750000 Penalty: 3166.712158
	Iteration 95Q: 3 clusters Score -1526740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1526752.500000 Penalty: 3166.712158
	Iteration 96Q: 3 clusters Score -1526752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1526759.750000 Penalty: 3166.712158
	Iteration 97Q: 3 clusters Score -1526760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1526766.000000 Penalty: 3166.712158
	Iteration 98Q: 3 clusters Score -1526766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1526772.250000 Penalty: 3166.712158
	Iteration 99Q: 3 clusters Score -1526772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1526772.875000 Penalty: 3166.712158
	Iteration 100F: 3 clusters Score -1526773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1526773.750000 Penalty: 3166.712158
	Iteration 101Q: 3 clusters Score -1526774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1526774.375000 Penalty: 3166.712158
	Iteration 102Q: 3 clusters Score -1526774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1526773.875000 Penalty: 3166.712158
	Iteration 103Q: 3 clusters Score -1526774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1526776.375000 Penalty: 3166.712158
	Iteration 104Q: 3 clusters Score -1526776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1526776.875000 Penalty: 3166.712158
	Iteration 105Q: 3 clusters Score -1526777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1526776.875000 Penalty: 3166.712158
	Iteration 106F: 3 clusters Score -1526777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Entering Unmasked Estep 
Score: -2075140.625000 Penalty: 1623.111816
	Iteration 0F: 2 clusters Score -2075141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2060270.250000 Penalty: 3246.223633
	Iteration 0F: 3 clusters Score -2060270 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2065992.375000 Penalty: 3246.223633
	Iteration 1F: 3 clusters Score -2065992 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2066675.000000 Penalty: 3246.223633
	Iteration 2F: 3 clusters Score -2066675 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2067582.750000 Penalty: 3246.223633
	Iteration 3F: 3 clusters Score -2067583 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2068795.375000 Penalty: 3246.223633
	Iteration 4F: 3 clusters Score -2068795 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2070256.625000 Penalty: 3246.223633
	Iteration 5F: 3 clusters Score -2070257 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2071617.500000 Penalty: 3246.223633
	Iteration 6F: 3 clusters Score -2071618 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2072570.625000 Penalty: 3246.223633
	Iteration 7F: 3 clusters Score -2072571 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2073166.125000 Penalty: 3246.223633
	Iteration 8Q: 3 clusters Score -2073166 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2073529.500000 Penalty: 3246.223633
	Iteration 9Q: 3 clusters Score -2073530 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2073714.625000 Penalty: 3246.223633
	Iteration 10Q: 3 clusters Score -2073715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2073793.250000 Penalty: 3246.223633
	Iteration 11Q: 3 clusters Score -2073793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2073830.625000 Penalty: 3246.223633
	Iteration 12Q: 3 clusters Score -2073831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2073853.750000 Penalty: 3246.223633
	Iteration 13Q: 3 clusters Score -2073854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2073869.875000 Penalty: 3246.223633
	Iteration 14Q: 3 clusters Score -2073870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2073889.500000 Penalty: 3246.223633
	Iteration 15Q: 3 clusters Score -2073890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2073901.375000 Penalty: 3246.223633
	Iteration 16Q: 3 clusters Score -2073901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2073910.375000 Penalty: 3246.223633
	Iteration 17Q: 3 clusters Score -2073910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2073924.125000 Penalty: 3246.223633
	Iteration 18Q: 3 clusters Score -2073924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2073931.125000 Penalty: 3246.223633
	Iteration 19Q: 3 clusters Score -2073931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2073941.000000 Penalty: 3246.223633
	Iteration 20F: 3 clusters Score -2073941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2073955.625000 Penalty: 3246.223633
	Iteration 21Q: 3 clusters Score -2073956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2073965.000000 Penalty: 3246.223633
	Iteration 22Q: 3 clusters Score -2073965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2073969.125000 Penalty: 3246.223633
	Iteration 23Q: 3 clusters Score -2073969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2073976.125000 Penalty: 3246.223633
	Iteration 24Q: 3 clusters Score -2073976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2073978.000000 Penalty: 3246.223633
	Iteration 25Q: 3 clusters Score -2073978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2073980.250000 Penalty: 3246.223633
	Iteration 26Q: 3 clusters Score -2073980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2073983.000000 Penalty: 3246.223633
	Iteration 27Q: 3 clusters Score -2073983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2073983.000000 Penalty: 3246.223633
	Iteration 28F: 3 clusters Score -2073983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -263211.562500 Penalty: 1319.740479
	Iteration 0F: 2 clusters Score -263211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -260439.781250 Penalty: 2639.480957
	Iteration 0F: 3 clusters Score -260439.8 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -261865.531250 Penalty: 2639.480957
	Iteration 1F: 3 clusters Score -261865.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -262426.750000 Penalty: 2639.480957
	Iteration 2F: 3 clusters Score -262426.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -262875.250000 Penalty: 2639.480957
	Iteration 3F: 3 clusters Score -262875.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -263165.218750 Penalty: 2639.480957
	Iteration 4F: 3 clusters Score -263165.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -263357.562500 Penalty: 2639.480957
	Iteration 5F: 3 clusters Score -263357.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -263490.906250 Penalty: 2639.480957
	Iteration 6Q: 3 clusters Score -263490.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -263561.500000 Penalty: 2639.480957
	Iteration 7Q: 3 clusters Score -263561.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -263611.812500 Penalty: 2639.480957
	Iteration 8Q: 3 clusters Score -263611.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -263657.593750 Penalty: 2639.480957
	Iteration 9Q: 3 clusters Score -263657.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -263710.843750 Penalty: 2639.480957
	Iteration 10Q: 3 clusters Score -263710.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -263771.593750 Penalty: 2639.480957
	Iteration 11Q: 3 clusters Score -263771.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -263819.906250 Penalty: 2639.480957
	Iteration 12Q: 3 clusters Score -263819.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -263860.781250 Penalty: 2639.480957
	Iteration 13Q: 3 clusters Score -263860.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -263883.031250 Penalty: 2639.480957
	Iteration 14Q: 3 clusters Score -263883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -263901.437500 Penalty: 2639.480957
	Iteration 15Q: 3 clusters Score -263901.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -263919.968750 Penalty: 2639.480957
	Iteration 16Q: 3 clusters Score -263920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -263930.375000 Penalty: 2639.480957
	Iteration 17Q: 3 clusters Score -263930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -263939.250000 Penalty: 2639.480957
	Iteration 18Q: 3 clusters Score -263939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -263945.625000 Penalty: 2639.480957
	Iteration 19Q: 3 clusters Score -263945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -263952.937500 Penalty: 2639.480957
	Iteration 20F: 3 clusters Score -263952.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -263964.750000 Penalty: 2639.480957
	Iteration 21Q: 3 clusters Score -263964.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -263972.812500 Penalty: 2639.480957
	Iteration 22Q: 3 clusters Score -263972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -263975.937500 Penalty: 2639.480957
	Iteration 23Q: 3 clusters Score -263975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -263976.625000 Penalty: 2639.480957
	Iteration 24Q: 3 clusters Score -263976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -263978.906250 Penalty: 2639.480957
	Iteration 25Q: 3 clusters Score -263978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -263984.406250 Penalty: 2639.480957
	Iteration 26Q: 3 clusters Score -263984.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -263987.937500 Penalty: 2639.480957
	Iteration 27Q: 3 clusters Score -263987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -263989.906250 Penalty: 2639.480957
	Iteration 28Q: 3 clusters Score -263989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -263994.062500 Penalty: 2639.480957
	Iteration 29Q: 3 clusters Score -263994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -264003.718750 Penalty: 2639.480957
	Iteration 30Q: 3 clusters Score -264003.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -264046.781250 Penalty: 2639.480957
	Iteration 31Q: 3 clusters Score -264046.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -264112.281250 Penalty: 2639.480957
	Iteration 32Q: 3 clusters Score -264112.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -264189.000000 Penalty: 2639.480957
	Iteration 33Q: 3 clusters Score -264189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -264254.656250 Penalty: 2639.480957
	Iteration 34Q: 3 clusters Score -264254.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -264315.812500 Penalty: 2639.480957
	Iteration 35Q: 3 clusters Score -264315.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -264361.218750 Penalty: 2639.480957
	Iteration 36Q: 3 clusters Score -264361.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -264388.468750 Penalty: 2639.480957
	Iteration 37Q: 3 clusters Score -264388.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -264404.031250 Penalty: 2639.480957
	Iteration 38Q: 3 clusters Score -264404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -264418.062500 Penalty: 2639.480957
	Iteration 39Q: 3 clusters Score -264418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -264432.312500 Penalty: 2639.480957
	Iteration 40F: 3 clusters Score -264432.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -264452.906250 Penalty: 2639.480957
	Iteration 41Q: 3 clusters Score -264452.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -264477.062500 Penalty: 2639.480957
	Iteration 42Q: 3 clusters Score -264477.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -264524.812500 Penalty: 2639.480957
	Iteration 43Q: 3 clusters Score -264524.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -264580.218750 Penalty: 2639.480957
	Iteration 44Q: 3 clusters Score -264580.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -264604.812500 Penalty: 2639.480957
	Iteration 45Q: 3 clusters Score -264604.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -264616.687500 Penalty: 2639.480957
	Iteration 46Q: 3 clusters Score -264616.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -264623.937500 Penalty: 2639.480957
	Iteration 47Q: 3 clusters Score -264623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -264629.000000 Penalty: 2639.480957
	Iteration 48Q: 3 clusters Score -264629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -264630.468750 Penalty: 2639.480957
	Iteration 49Q: 3 clusters Score -264630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -264631.562500 Penalty: 2639.480957
	Iteration 50Q: 3 clusters Score -264631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -264633.468750 Penalty: 2639.480957
	Iteration 51Q: 3 clusters Score -264633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -264634.781250 Penalty: 2639.480957
	Iteration 52Q: 3 clusters Score -264634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -264635.437500 Penalty: 2639.480957
	Iteration 53Q: 3 clusters Score -264635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -264635.437500 Penalty: 2639.480957
	Iteration 54F: 3 clusters Score -264635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 14618 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 21772 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 6222 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 163012 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 12509 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 203135 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 8365 members 
Entering Unmasked Estep 
Score: -51553088.000000 Penalty: 47425.175781
Splitting cluster 8 changes total score from -51552424.000000 to -51553088.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 9 (41386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Entering Unmasked Estep 
Score: -3752893.250000 Penalty: 1727.488403
	Iteration 0F: 2 clusters Score -3752893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3724982.250000 Penalty: 3454.976807
	Iteration 0F: 3 clusters Score -3724982 nChanged 19334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3735854.000000 Penalty: 3454.976807
	Iteration 1F: 3 clusters Score -3735854 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3736324.750000 Penalty: 3454.976807
	Iteration 2Q: 3 clusters Score -3736325 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3736846.250000 Penalty: 3454.976807
	Iteration 3Q: 3 clusters Score -3736846 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3737578.000000 Penalty: 3454.976807
	Iteration 4Q: 3 clusters Score -3737578 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3738624.500000 Penalty: 3454.976807
	Iteration 5F: 3 clusters Score -3738624 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3740008.500000 Penalty: 3454.976807
	Iteration 6F: 3 clusters Score -3740008 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3741649.000000 Penalty: 3454.976807
	Iteration 7F: 3 clusters Score -3741649 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3743069.250000 Penalty: 3454.976807
	Iteration 8F: 3 clusters Score -3743069 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3744149.000000 Penalty: 3454.976807
	Iteration 9F: 3 clusters Score -3744149 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3744928.250000 Penalty: 3454.976807
	Iteration 10Q: 3 clusters Score -3744928 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3745454.250000 Penalty: 3454.976807
	Iteration 11Q: 3 clusters Score -3745454 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -3745894.500000 Penalty: 3454.976807
	Iteration 12Q: 3 clusters Score -3745894 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3746330.250000 Penalty: 3454.976807
	Iteration 13Q: 3 clusters Score -3746330 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -3746824.750000 Penalty: 3454.976807
	Iteration 14Q: 3 clusters Score -3746825 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -3747317.000000 Penalty: 3454.976807
	Iteration 15Q: 3 clusters Score -3747317 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -3747854.250000 Penalty: 3454.976807
	Iteration 16Q: 3 clusters Score -3747854 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3748417.250000 Penalty: 3454.976807
	Iteration 17Q: 3 clusters Score -3748417 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -3749054.000000 Penalty: 3454.976807
	Iteration 18Q: 3 clusters Score -3749054 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -3749645.000000 Penalty: 3454.976807
	Iteration 19Q: 3 clusters Score -3749645 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -3750168.750000 Penalty: 3454.976807
	Iteration 20F: 3 clusters Score -3750169 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -3750618.750000 Penalty: 3454.976807
	Iteration 21Q: 3 clusters Score -3750619 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -3750899.250000 Penalty: 3454.976807
	Iteration 22Q: 3 clusters Score -3750899 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -3751080.750000 Penalty: 3454.976807
	Iteration 23Q: 3 clusters Score -3751081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -3751191.750000 Penalty: 3454.976807
	Iteration 24Q: 3 clusters Score -3751192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -3751254.750000 Penalty: 3454.976807
	Iteration 25Q: 3 clusters Score -3751255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -3751294.250000 Penalty: 3454.976807
	Iteration 26Q: 3 clusters Score -3751294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -3751309.500000 Penalty: 3454.976807
	Iteration 27Q: 3 clusters Score -3751310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -3751321.000000 Penalty: 3454.976807
	Iteration 28Q: 3 clusters Score -3751321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -3751337.000000 Penalty: 3454.976807
	Iteration 29Q: 3 clusters Score -3751337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -3751346.250000 Penalty: 3454.976807
	Iteration 30Q: 3 clusters Score -3751346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -3751355.000000 Penalty: 3454.976807
	Iteration 31Q: 3 clusters Score -3751355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -3751362.250000 Penalty: 3454.976807
	Iteration 32Q: 3 clusters Score -3751362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -3751366.000000 Penalty: 3454.976807
	Iteration 33Q: 3 clusters Score -3751366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -3751366.000000 Penalty: 3454.976807
	Iteration 34Q: 3 clusters Score -3751366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -3751371.250000 Penalty: 3454.976807
	Iteration 35Q: 3 clusters Score -3751371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -3751378.250000 Penalty: 3454.976807
	Iteration 36Q: 3 clusters Score -3751378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -3751381.500000 Penalty: 3454.976807
	Iteration 37Q: 3 clusters Score -3751382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -3751378.750000 Penalty: 3454.976807
	Iteration 38Q: 3 clusters Score -3751379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -3751386.500000 Penalty: 3454.976807
	Iteration 39Q: 3 clusters Score -3751386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -3751385.500000 Penalty: 3454.976807
	Iteration 40F: 3 clusters Score -3751386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -3751392.000000 Penalty: 3454.976807
	Iteration 41Q: 3 clusters Score -3751392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -3751392.000000 Penalty: 3454.976807
	Iteration 42F: 3 clusters Score -3751392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -531830.062500 Penalty: 1419.575073
	Iteration 0F: 2 clusters Score -531830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -527152.250000 Penalty: 2839.150146
	Iteration 0F: 3 clusters Score -527152.2 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -528847.562500 Penalty: 2839.150146
	Iteration 1F: 3 clusters Score -528847.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -529337.062500 Penalty: 2839.150146
	Iteration 2F: 3 clusters Score -529337.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -529961.750000 Penalty: 2839.150146
	Iteration 3F: 3 clusters Score -529961.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -530851.625000 Penalty: 2839.150146
	Iteration 4F: 3 clusters Score -530851.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -531891.687500 Penalty: 2839.150146
	Iteration 5F: 3 clusters Score -531891.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -532528.625000 Penalty: 2839.150146
	Iteration 6F: 3 clusters Score -532528.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -533020.875000 Penalty: 2839.150146
	Iteration 7F: 3 clusters Score -533020.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -533325.000000 Penalty: 2839.150146
	Iteration 8Q: 3 clusters Score -533325 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -533552.875000 Penalty: 2839.150146
	Iteration 9Q: 3 clusters Score -533552.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -533774.562500 Penalty: 2839.150146
	Iteration 10Q: 3 clusters Score -533774.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -533992.312500 Penalty: 2839.150146
	Iteration 11Q: 3 clusters Score -533992.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -534095.812500 Penalty: 2839.150146
	Iteration 12Q: 3 clusters Score -534095.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -534169.125000 Penalty: 2839.150146
	Iteration 13Q: 3 clusters Score -534169.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -534184.187500 Penalty: 2839.150146
	Iteration 14Q: 3 clusters Score -534184.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -534192.875000 Penalty: 2839.150146
	Iteration 15Q: 3 clusters Score -534192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -534200.312500 Penalty: 2839.150146
	Iteration 16Q: 3 clusters Score -534200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -534202.187500 Penalty: 2839.150146
	Iteration 17Q: 3 clusters Score -534202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -534203.250000 Penalty: 2839.150146
	Iteration 18Q: 3 clusters Score -534203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -534204.687500 Penalty: 2839.150146
	Iteration 19Q: 3 clusters Score -534204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -534205.500000 Penalty: 2839.150146
	Iteration 20F: 3 clusters Score -534205.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -534207.687500 Penalty: 2839.150146
	Iteration 21Q: 3 clusters Score -534207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -534209.625000 Penalty: 2839.150146
	Iteration 22Q: 3 clusters Score -534209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -534210.125000 Penalty: 2839.150146
	Iteration 23Q: 3 clusters Score -534210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -534210.125000 Penalty: 2839.150146
	Iteration 24F: 3 clusters Score -534210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 14618 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 21772 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 163012 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 12509 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 203135 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 8365 members 
Entering Unmasked Estep 
Score: -51554648.000000 Penalty: 49580.863281
Splitting cluster 10 changes total score from -51552424.000000 to -51554648.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 12 (5871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Entering Unmasked Estep 
Score: -519818.906250 Penalty: 1410.139282
	Iteration 0F: 2 clusters Score -519818.9 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 2973 members 
Entering Unmasked Estep 
Score: -515280.875000 Penalty: 2820.278564
	Iteration 0F: 3 clusters Score -515280.9 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -516537.687500 Penalty: 2820.278564
	Iteration 1F: 3 clusters Score -516537.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -516726.000000 Penalty: 2820.278564
	Iteration 2F: 3 clusters Score -516726 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -516871.968750 Penalty: 2820.278564
	Iteration 3F: 3 clusters Score -516872 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -517005.750000 Penalty: 2820.278564
	Iteration 4Q: 3 clusters Score -517005.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -517145.593750 Penalty: 2820.278564
	Iteration 5Q: 3 clusters Score -517145.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -517304.968750 Penalty: 2820.278564
	Iteration 6Q: 3 clusters Score -517305 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -517486.500000 Penalty: 2820.278564
	Iteration 7Q: 3 clusters Score -517486.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -517694.343750 Penalty: 2820.278564
	Iteration 8Q: 3 clusters Score -517694.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -517911.656250 Penalty: 2820.278564
	Iteration 9Q: 3 clusters Score -517911.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -518128.750000 Penalty: 2820.278564
	Iteration 10Q: 3 clusters Score -518128.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -518284.125000 Penalty: 2820.278564
	Iteration 11Q: 3 clusters Score -518284.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -518402.343750 Penalty: 2820.278564
	Iteration 12Q: 3 clusters Score -518402.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -518489.218750 Penalty: 2820.278564
	Iteration 13Q: 3 clusters Score -518489.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -518550.031250 Penalty: 2820.278564
	Iteration 14Q: 3 clusters Score -518550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -518593.718750 Penalty: 2820.278564
	Iteration 15Q: 3 clusters Score -518593.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -518616.343750 Penalty: 2820.278564
	Iteration 16Q: 3 clusters Score -518616.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -518632.406250 Penalty: 2820.278564
	Iteration 17Q: 3 clusters Score -518632.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -518643.093750 Penalty: 2820.278564
	Iteration 18Q: 3 clusters Score -518643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -518654.312500 Penalty: 2820.278564
	Iteration 19Q: 3 clusters Score -518654.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -518668.000000 Penalty: 2820.278564
	Iteration 20F: 3 clusters Score -518668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -518677.687500 Penalty: 2820.278564
	Iteration 21Q: 3 clusters Score -518677.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -518692.312500 Penalty: 2820.278564
	Iteration 22Q: 3 clusters Score -518692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -518704.093750 Penalty: 2820.278564
	Iteration 23Q: 3 clusters Score -518704.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -518716.406250 Penalty: 2820.278564
	Iteration 24Q: 3 clusters Score -518716.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -518726.906250 Penalty: 2820.278564
	Iteration 25Q: 3 clusters Score -518726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -518731.531250 Penalty: 2820.278564
	Iteration 26Q: 3 clusters Score -518731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -518734.062500 Penalty: 2820.278564
	Iteration 27Q: 3 clusters Score -518734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -518736.156250 Penalty: 2820.278564
	Iteration 28Q: 3 clusters Score -518736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -518736.156250 Penalty: 2820.278564
	Iteration 29F: 3 clusters Score -518736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Entering Unmasked Estep 
Score: -14568283.000000 Penalty: 1950.256592
	Iteration 0F: 2 clusters Score -1.456828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -14459024.000000 Penalty: 3900.513184
	Iteration 0F: 3 clusters Score -1.445902e+07 nChanged 78509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -14505135.000000 Penalty: 3900.513184
	Iteration 1F: 3 clusters Score -1.450514e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -14506253.000000 Penalty: 3900.513184
	Iteration 2Q: 3 clusters Score -1.450625e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -14507750.000000 Penalty: 3900.513184
	Iteration 3Q: 3 clusters Score -1.450775e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -14510327.000000 Penalty: 3900.513184
	Iteration 4Q: 3 clusters Score -1.451033e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -14515023.000000 Penalty: 3900.513184
	Iteration 5F: 3 clusters Score -1.451502e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -14523267.000000 Penalty: 3900.513184
	Iteration 6F: 3 clusters Score -1.452327e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130816 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -14535195.000000 Penalty: 3900.513184
	Iteration 7F: 3 clusters Score -1.45352e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144646 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -14548924.000000 Penalty: 3900.513184
	Iteration 8F: 3 clusters Score -1.454892e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -14558883.000000 Penalty: 3900.513184
	Iteration 9F: 3 clusters Score -1.455888e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159876 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -14563929.000000 Penalty: 3900.513184
	Iteration 10Q: 3 clusters Score -1.456393e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161892 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14565698.000000 Penalty: 3900.513184
	Iteration 11Q: 3 clusters Score -1.45657e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162540 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14566252.000000 Penalty: 3900.513184
	Iteration 12Q: 3 clusters Score -1.456625e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162711 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14566386.000000 Penalty: 3900.513184
	Iteration 13Q: 3 clusters Score -1.456639e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -14566428.000000 Penalty: 3900.513184
	Iteration 14Q: 3 clusters Score -1.456643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14566473.000000 Penalty: 3900.513184
	Iteration 15Q: 3 clusters Score -1.456647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14566500.000000 Penalty: 3900.513184
	Iteration 16Q: 3 clusters Score -1.45665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162811 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14566517.000000 Penalty: 3900.513184
	Iteration 17Q: 3 clusters Score -1.456652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162817 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14566516.000000 Penalty: 3900.513184
	Iteration 18Q: 3 clusters Score -1.456652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162819 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14566512.000000 Penalty: 3900.513184
	Iteration 19Q: 3 clusters Score -1.456651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162818 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14566518.000000 Penalty: 3900.513184
	Iteration 20F: 3 clusters Score -1.456652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -200250.718750 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -200250.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -197992.812500 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -197992.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -198545.281250 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -198545.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198688.359375 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -198688.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198776.187500 Penalty: 2515.716064
	Iteration 3Q: 3 clusters Score -198776.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -198879.328125 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -198879.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -199017.875000 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -199017.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199167.453125 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -199167.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -199290.531250 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -199290.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -199354.312500 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -199354.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -199405.234375 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -199405.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -199451.125000 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -199451.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -199485.703125 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -199485.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -199514.625000 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -199514.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -199542.343750 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -199542.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -199567.296875 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -199567.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -199582.250000 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -199582.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -199593.296875 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -199593.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -199601.906250 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -199601.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -199607.859375 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -199607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -199610.421875 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -199610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -199613.453125 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -199613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -199613.828125 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -199613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -199614.140625 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -199614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -199614.578125 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -199614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -199614.578125 Penalty: 2515.716064
	Iteration 24F: 3 clusters Score -199614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Entering Unmasked Estep 
Score: -1171232.250000 Penalty: 1533.058105
	Iteration 0F: 2 clusters Score -1171232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1162477.500000 Penalty: 3066.116211
	Iteration 0F: 3 clusters Score -1162478 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1165542.500000 Penalty: 3066.116211
	Iteration 1F: 3 clusters Score -1165542 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1165911.375000 Penalty: 3066.116211
	Iteration 2F: 3 clusters Score -1165911 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1166295.750000 Penalty: 3066.116211
	Iteration 3F: 3 clusters Score -1166296 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1166713.125000 Penalty: 3066.116211
	Iteration 4F: 3 clusters Score -1166713 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1167106.875000 Penalty: 3066.116211
	Iteration 5F: 3 clusters Score -1167107 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1167469.625000 Penalty: 3066.116211
	Iteration 6F: 3 clusters Score -1167470 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1167807.625000 Penalty: 3066.116211
	Iteration 7Q: 3 clusters Score -1167808 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1168107.250000 Penalty: 3066.116211
	Iteration 8Q: 3 clusters Score -1168107 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1168313.375000 Penalty: 3066.116211
	Iteration 9Q: 3 clusters Score -1168313 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1168451.625000 Penalty: 3066.116211
	Iteration 10Q: 3 clusters Score -1168452 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1168545.750000 Penalty: 3066.116211
	Iteration 11Q: 3 clusters Score -1168546 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1168626.750000 Penalty: 3066.116211
	Iteration 12Q: 3 clusters Score -1168627 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1168684.375000 Penalty: 3066.116211
	Iteration 13Q: 3 clusters Score -1168684 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1168744.500000 Penalty: 3066.116211
	Iteration 14Q: 3 clusters Score -1168744 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1168796.000000 Penalty: 3066.116211
	Iteration 15Q: 3 clusters Score -1168796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1168856.500000 Penalty: 3066.116211
	Iteration 16Q: 3 clusters Score -1168856 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1168904.500000 Penalty: 3066.116211
	Iteration 17Q: 3 clusters Score -1168904 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1168954.750000 Penalty: 3066.116211
	Iteration 18Q: 3 clusters Score -1168955 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1168998.500000 Penalty: 3066.116211
	Iteration 19Q: 3 clusters Score -1168998 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1169050.250000 Penalty: 3066.116211
	Iteration 20F: 3 clusters Score -1169050 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1169107.375000 Penalty: 3066.116211
	Iteration 21Q: 3 clusters Score -1169107 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1169149.500000 Penalty: 3066.116211
	Iteration 22Q: 3 clusters Score -1169150 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1169200.125000 Penalty: 3066.116211
	Iteration 23Q: 3 clusters Score -1169200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1169248.125000 Penalty: 3066.116211
	Iteration 24Q: 3 clusters Score -1169248 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1169299.875000 Penalty: 3066.116211
	Iteration 25Q: 3 clusters Score -1169300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1169343.750000 Penalty: 3066.116211
	Iteration 26Q: 3 clusters Score -1169344 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1169396.625000 Penalty: 3066.116211
	Iteration 27Q: 3 clusters Score -1169397 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1169449.125000 Penalty: 3066.116211
	Iteration 28Q: 3 clusters Score -1169449 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1169502.875000 Penalty: 3066.116211
	Iteration 29Q: 3 clusters Score -1169503 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1169553.500000 Penalty: 3066.116211
	Iteration 30Q: 3 clusters Score -1169554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1169591.875000 Penalty: 3066.116211
	Iteration 31Q: 3 clusters Score -1169592 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1169622.750000 Penalty: 3066.116211
	Iteration 32Q: 3 clusters Score -1169623 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1169659.375000 Penalty: 3066.116211
	Iteration 33Q: 3 clusters Score -1169659 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1169696.125000 Penalty: 3066.116211
	Iteration 34Q: 3 clusters Score -1169696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1169732.875000 Penalty: 3066.116211
	Iteration 35Q: 3 clusters Score -1169733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1169765.125000 Penalty: 3066.116211
	Iteration 36Q: 3 clusters Score -1169765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1169794.000000 Penalty: 3066.116211
	Iteration 37Q: 3 clusters Score -1169794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1169815.500000 Penalty: 3066.116211
	Iteration 38Q: 3 clusters Score -1169816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1169839.625000 Penalty: 3066.116211
	Iteration 39Q: 3 clusters Score -1169840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1169867.750000 Penalty: 3066.116211
	Iteration 40F: 3 clusters Score -1169868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1169907.875000 Penalty: 3066.116211
	Iteration 41Q: 3 clusters Score -1169908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1169944.125000 Penalty: 3066.116211
	Iteration 42Q: 3 clusters Score -1169944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1169979.125000 Penalty: 3066.116211
	Iteration 43Q: 3 clusters Score -1169979 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1170005.750000 Penalty: 3066.116211
	Iteration 44Q: 3 clusters Score -1170006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1170040.750000 Penalty: 3066.116211
	Iteration 45Q: 3 clusters Score -1170041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1170068.000000 Penalty: 3066.116211
	Iteration 46Q: 3 clusters Score -1170068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1170104.875000 Penalty: 3066.116211
	Iteration 47Q: 3 clusters Score -1170105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1170136.625000 Penalty: 3066.116211
	Iteration 48Q: 3 clusters Score -1170137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1170169.125000 Penalty: 3066.116211
	Iteration 49Q: 3 clusters Score -1170169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1170209.750000 Penalty: 3066.116211
	Iteration 50Q: 3 clusters Score -1170210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1170250.125000 Penalty: 3066.116211
	Iteration 51Q: 3 clusters Score -1170250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1170285.000000 Penalty: 3066.116211
	Iteration 52Q: 3 clusters Score -1170285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1170314.750000 Penalty: 3066.116211
	Iteration 53Q: 3 clusters Score -1170315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1170336.500000 Penalty: 3066.116211
	Iteration 54Q: 3 clusters Score -1170336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1170358.000000 Penalty: 3066.116211
	Iteration 55Q: 3 clusters Score -1170358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1170368.250000 Penalty: 3066.116211
	Iteration 56Q: 3 clusters Score -1170368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1170378.750000 Penalty: 3066.116211
	Iteration 57Q: 3 clusters Score -1170379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1170384.500000 Penalty: 3066.116211
	Iteration 58Q: 3 clusters Score -1170384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1170391.375000 Penalty: 3066.116211
	Iteration 59Q: 3 clusters Score -1170391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1170455.375000 Penalty: 3066.116211
	Iteration 60F: 3 clusters Score -1170455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1170546.000000 Penalty: 3066.116211
	Iteration 61Q: 3 clusters Score -1170546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1170745.250000 Penalty: 3066.116211
	Iteration 62Q: 3 clusters Score -1170745 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1170997.625000 Penalty: 3066.116211
	Iteration 63Q: 3 clusters Score -1170998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1171170.875000 Penalty: 3066.116211
	Iteration 64Q: 3 clusters Score -1171171 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1171301.500000 Penalty: 3066.116211
	Iteration 65Q: 3 clusters Score -1171302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1171374.500000 Penalty: 3066.116211
	Iteration 66Q: 3 clusters Score -1171374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1171421.250000 Penalty: 3066.116211
	Iteration 67Q: 3 clusters Score -1171421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1171443.375000 Penalty: 3066.116211
	Iteration 68Q: 3 clusters Score -1171443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1171470.000000 Penalty: 3066.116211
	Iteration 69Q: 3 clusters Score -1171470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1171481.625000 Penalty: 3066.116211
	Iteration 70Q: 3 clusters Score -1171482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1171493.125000 Penalty: 3066.116211
	Iteration 71Q: 3 clusters Score -1171493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1171509.875000 Penalty: 3066.116211
	Iteration 72Q: 3 clusters Score -1171510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1171525.750000 Penalty: 3066.116211
	Iteration 73Q: 3 clusters Score -1171526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1171532.375000 Penalty: 3066.116211
	Iteration 74Q: 3 clusters Score -1171532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1171532.500000 Penalty: 3066.116211
	Iteration 75Q: 3 clusters Score -1171532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1171546.625000 Penalty: 3066.116211
	Iteration 76Q: 3 clusters Score -1171547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1171547.000000 Penalty: 3066.116211
	Iteration 77Q: 3 clusters Score -1171547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1171547.750000 Penalty: 3066.116211
	Iteration 78Q: 3 clusters Score -1171548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1171549.250000 Penalty: 3066.116211
	Iteration 79Q: 3 clusters Score -1171549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1171613.750000 Penalty: 3066.116211
	Iteration 80F: 3 clusters Score -1171614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1171637.250000 Penalty: 3066.116211
	Iteration 81Q: 3 clusters Score -1171637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1171644.125000 Penalty: 3066.116211
	Iteration 82Q: 3 clusters Score -1171644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1171647.750000 Penalty: 3066.116211
	Iteration 83Q: 3 clusters Score -1171648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1171651.000000 Penalty: 3066.116211
	Iteration 84Q: 3 clusters Score -1171651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1171654.750000 Penalty: 3066.116211
	Iteration 85Q: 3 clusters Score -1171655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1171658.625000 Penalty: 3066.116211
	Iteration 86Q: 3 clusters Score -1171659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1171662.125000 Penalty: 3066.116211
	Iteration 87Q: 3 clusters Score -1171662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1171662.000000 Penalty: 3066.116211
	Iteration 88Q: 3 clusters Score -1171662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1171662.875000 Penalty: 3066.116211
	Iteration 89Q: 3 clusters Score -1171663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1171662.250000 Penalty: 3066.116211
	Iteration 90Q: 3 clusters Score -1171662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1171662.250000 Penalty: 3066.116211
	Iteration 91F: 3 clusters Score -1171662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 14618 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 21772 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 163012 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 203135 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 11431 members 
Entering Unmasked Estep 
Score: -51554444.000000 Penalty: 51736.554688
Splitting cluster 15 changes total score from -51552424.000000 to -51554444.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -481288.718750 Penalty: 1408.944702
	Iteration 0F: 2 clusters Score -481288.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -476749.906250 Penalty: 2817.889404
	Iteration 0F: 3 clusters Score -476749.9 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -478176.468750 Penalty: 2817.889404
	Iteration 1F: 3 clusters Score -478176.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -478481.500000 Penalty: 2817.889404
	Iteration 2F: 3 clusters Score -478481.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -478713.343750 Penalty: 2817.889404
	Iteration 3F: 3 clusters Score -478713.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -478875.906250 Penalty: 2817.889404
	Iteration 4Q: 3 clusters Score -478875.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -479021.468750 Penalty: 2817.889404
	Iteration 5Q: 3 clusters Score -479021.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -479157.437500 Penalty: 2817.889404
	Iteration 6Q: 3 clusters Score -479157.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -479274.500000 Penalty: 2817.889404
	Iteration 7Q: 3 clusters Score -479274.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -479388.593750 Penalty: 2817.889404
	Iteration 8Q: 3 clusters Score -479388.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -479474.562500 Penalty: 2817.889404
	Iteration 9Q: 3 clusters Score -479474.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -479534.156250 Penalty: 2817.889404
	Iteration 10Q: 3 clusters Score -479534.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -479583.968750 Penalty: 2817.889404
	Iteration 11Q: 3 clusters Score -479584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -479623.281250 Penalty: 2817.889404
	Iteration 12Q: 3 clusters Score -479623.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -479655.500000 Penalty: 2817.889404
	Iteration 13Q: 3 clusters Score -479655.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -479681.281250 Penalty: 2817.889404
	Iteration 14Q: 3 clusters Score -479681.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -479697.531250 Penalty: 2817.889404
	Iteration 15Q: 3 clusters Score -479697.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -479710.187500 Penalty: 2817.889404
	Iteration 16Q: 3 clusters Score -479710.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -479722.718750 Penalty: 2817.889404
	Iteration 17Q: 3 clusters Score -479722.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -479731.031250 Penalty: 2817.889404
	Iteration 18Q: 3 clusters Score -479731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -479737.718750 Penalty: 2817.889404
	Iteration 19Q: 3 clusters Score -479737.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -479750.656250 Penalty: 2817.889404
	Iteration 20F: 3 clusters Score -479750.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -479757.562500 Penalty: 2817.889404
	Iteration 21Q: 3 clusters Score -479757.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -479766.156250 Penalty: 2817.889404
	Iteration 22Q: 3 clusters Score -479766.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -479774.031250 Penalty: 2817.889404
	Iteration 23Q: 3 clusters Score -479774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -479779.968750 Penalty: 2817.889404
	Iteration 24Q: 3 clusters Score -479780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -479784.562500 Penalty: 2817.889404
	Iteration 25Q: 3 clusters Score -479784.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -479787.875000 Penalty: 2817.889404
	Iteration 26Q: 3 clusters Score -479787.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -479790.062500 Penalty: 2817.889404
	Iteration 27Q: 3 clusters Score -479790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -479794.656250 Penalty: 2817.889404
	Iteration 28Q: 3 clusters Score -479794.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -479795.750000 Penalty: 2817.889404
	Iteration 29Q: 3 clusters Score -479795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -479797.281250 Penalty: 2817.889404
	Iteration 30Q: 3 clusters Score -479797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -479797.843750 Penalty: 2817.889404
	Iteration 31Q: 3 clusters Score -479797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -479799.812500 Penalty: 2817.889404
	Iteration 32Q: 3 clusters Score -479799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -479799.343750 Penalty: 2817.889404
	Iteration 33Q: 3 clusters Score -479799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -479799.406250 Penalty: 2817.889404
	Iteration 34Q: 3 clusters Score -479799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -479800.968750 Penalty: 2817.889404
	Iteration 35Q: 3 clusters Score -479801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -479801.468750 Penalty: 2817.889404
	Iteration 36Q: 3 clusters Score -479801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -479801.812500 Penalty: 2817.889404
	Iteration 37Q: 3 clusters Score -479801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -479802.062500 Penalty: 2817.889404
	Iteration 38Q: 3 clusters Score -479802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -479802.562500 Penalty: 2817.889404
	Iteration 39Q: 3 clusters Score -479802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -479802.562500 Penalty: 2817.889404
	Iteration 40F: 3 clusters Score -479802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -221550.468750 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -221550.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -219106.828125 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -219106.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -219641.390625 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -219641.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -219752.796875 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -219752.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -219822.062500 Penalty: 2547.845947
	Iteration 3Q: 3 clusters Score -219822.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219880.312500 Penalty: 2547.845947
	Iteration 4Q: 3 clusters Score -219880.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219935.625000 Penalty: 2547.845947
	Iteration 5Q: 3 clusters Score -219935.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -219984.562500 Penalty: 2547.845947
	Iteration 6Q: 3 clusters Score -219984.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -220059.750000 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -220059.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -220165.140625 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -220165.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -220295.734375 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -220295.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -220431.468750 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -220431.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -220572.671875 Penalty: 2547.845947
	Iteration 11F: 3 clusters Score -220572.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -220728.156250 Penalty: 2547.845947
	Iteration 12F: 3 clusters Score -220728.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -220844.562500 Penalty: 2547.845947
	Iteration 13F: 3 clusters Score -220844.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -220927.906250 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -220927.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -220988.265625 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -220988.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -221037.328125 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -221037.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -221085.640625 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -221085.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -221124.843750 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -221124.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -221168.234375 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -221168.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -221208.500000 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -221208.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -221275.812500 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -221275.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -221346.734375 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -221346.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -221406.828125 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -221406.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -221452.375000 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -221452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -221500.375000 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -221500.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -221539.843750 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -221539.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -221577.125000 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -221577.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -221616.531250 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -221616.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -221643.140625 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -221643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -221655.109375 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -221655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -221662.718750 Penalty: 2547.845947
	Iteration 31Q: 3 clusters Score -221662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -221667.187500 Penalty: 2547.845947
	Iteration 32Q: 3 clusters Score -221667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -221667.187500 Penalty: 2547.845947
	Iteration 33F: 3 clusters Score -221667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 14618 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 21772 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 163012 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 203135 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 11431 members 
Mstep: Class 25 contains 2287 members 
Entering Unmasked Estep 
Score: -51553712.000000 Penalty: 53892.246094
Splitting cluster 17 changes total score from -51552424.000000 to -51553712.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (4233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Entering Unmasked Estep 
Score: -371805.875000 Penalty: 1356.983276
	Iteration 0F: 2 clusters Score -371805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -368236.343750 Penalty: 2713.966553
	Iteration 0F: 3 clusters Score -368236.3 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -369248.343750 Penalty: 2713.966553
	Iteration 1F: 3 clusters Score -369248.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -369489.718750 Penalty: 2713.966553
	Iteration 2F: 3 clusters Score -369489.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -369630.812500 Penalty: 2713.966553
	Iteration 3F: 3 clusters Score -369630.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -369735.187500 Penalty: 2713.966553
	Iteration 4Q: 3 clusters Score -369735.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -369830.656250 Penalty: 2713.966553
	Iteration 5Q: 3 clusters Score -369830.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -369903.750000 Penalty: 2713.966553
	Iteration 6Q: 3 clusters Score -369903.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -369976.250000 Penalty: 2713.966553
	Iteration 7Q: 3 clusters Score -369976.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -370044.093750 Penalty: 2713.966553
	Iteration 8Q: 3 clusters Score -370044.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -370099.656250 Penalty: 2713.966553
	Iteration 9Q: 3 clusters Score -370099.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -370159.656250 Penalty: 2713.966553
	Iteration 10Q: 3 clusters Score -370159.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -370211.500000 Penalty: 2713.966553
	Iteration 11Q: 3 clusters Score -370211.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -370288.906250 Penalty: 2713.966553
	Iteration 12Q: 3 clusters Score -370288.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -370366.937500 Penalty: 2713.966553
	Iteration 13Q: 3 clusters Score -370366.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -370437.187500 Penalty: 2713.966553
	Iteration 14Q: 3 clusters Score -370437.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -370521.687500 Penalty: 2713.966553
	Iteration 15Q: 3 clusters Score -370521.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -370615.656250 Penalty: 2713.966553
	Iteration 16Q: 3 clusters Score -370615.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -370712.156250 Penalty: 2713.966553
	Iteration 17Q: 3 clusters Score -370712.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -370790.468750 Penalty: 2713.966553
	Iteration 18Q: 3 clusters Score -370790.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -370843.968750 Penalty: 2713.966553
	Iteration 19Q: 3 clusters Score -370844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -370869.468750 Penalty: 2713.966553
	Iteration 20F: 3 clusters Score -370869.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -370886.843750 Penalty: 2713.966553
	Iteration 21Q: 3 clusters Score -370886.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -370899.562500 Penalty: 2713.966553
	Iteration 22Q: 3 clusters Score -370899.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -370906.781250 Penalty: 2713.966553
	Iteration 23Q: 3 clusters Score -370906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -370911.468750 Penalty: 2713.966553
	Iteration 24Q: 3 clusters Score -370911.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -370916.156250 Penalty: 2713.966553
	Iteration 25Q: 3 clusters Score -370916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -370919.968750 Penalty: 2713.966553
	Iteration 26Q: 3 clusters Score -370920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -370921.062500 Penalty: 2713.966553
	Iteration 27Q: 3 clusters Score -370921.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -370923.718750 Penalty: 2713.966553
	Iteration 28Q: 3 clusters Score -370923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -370925.375000 Penalty: 2713.966553
	Iteration 29Q: 3 clusters Score -370925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -370928.000000 Penalty: 2713.966553
	Iteration 30Q: 3 clusters Score -370928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -370932.500000 Penalty: 2713.966553
	Iteration 31Q: 3 clusters Score -370932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -370935.156250 Penalty: 2713.966553
	Iteration 32Q: 3 clusters Score -370935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -370938.156250 Penalty: 2713.966553
	Iteration 33Q: 3 clusters Score -370938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -370940.406250 Penalty: 2713.966553
	Iteration 34Q: 3 clusters Score -370940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -370944.562500 Penalty: 2713.966553
	Iteration 35Q: 3 clusters Score -370944.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -370949.000000 Penalty: 2713.966553
	Iteration 36Q: 3 clusters Score -370949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -370952.500000 Penalty: 2713.966553
	Iteration 37Q: 3 clusters Score -370952.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -370954.593750 Penalty: 2713.966553
	Iteration 38Q: 3 clusters Score -370954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -370955.375000 Penalty: 2713.966553
	Iteration 39Q: 3 clusters Score -370955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -370956.750000 Penalty: 2713.966553
	Iteration 40F: 3 clusters Score -370956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -370957.062500 Penalty: 2713.966553
	Iteration 41Q: 3 clusters Score -370957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -370958.125000 Penalty: 2713.966553
	Iteration 42Q: 3 clusters Score -370958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -370958.843750 Penalty: 2713.966553
	Iteration 43Q: 3 clusters Score -370958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -370959.562500 Penalty: 2713.966553
	Iteration 44Q: 3 clusters Score -370959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -370960.968750 Penalty: 2713.966553
	Iteration 45Q: 3 clusters Score -370961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -370960.500000 Penalty: 2713.966553
	Iteration 46Q: 3 clusters Score -370960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -370962.937500 Penalty: 2713.966553
	Iteration 47Q: 3 clusters Score -370962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -370963.687500 Penalty: 2713.966553
	Iteration 48Q: 3 clusters Score -370963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -370962.812500 Penalty: 2713.966553
	Iteration 49Q: 3 clusters Score -370962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -370964.156250 Penalty: 2713.966553
	Iteration 50Q: 3 clusters Score -370964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -370964.156250 Penalty: 2713.966553
	Iteration 51F: 3 clusters Score -370964.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -250198.671875 Penalty: 1289.474731
	Iteration 0F: 2 clusters Score -250198.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -247580.546875 Penalty: 2578.949463
	Iteration 0F: 3 clusters Score -247580.5 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -248263.656250 Penalty: 2578.949463
	Iteration 1F: 3 clusters Score -248263.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -248474.531250 Penalty: 2578.949463
	Iteration 2F: 3 clusters Score -248474.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -248652.984375 Penalty: 2578.949463
	Iteration 3F: 3 clusters Score -248653 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248830.750000 Penalty: 2578.949463
	Iteration 4F: 3 clusters Score -248830.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -249019.609375 Penalty: 2578.949463
	Iteration 5F: 3 clusters Score -249019.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -249158.390625 Penalty: 2578.949463
	Iteration 6F: 3 clusters Score -249158.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -249250.796875 Penalty: 2578.949463
	Iteration 7Q: 3 clusters Score -249250.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -249315.609375 Penalty: 2578.949463
	Iteration 8Q: 3 clusters Score -249315.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -249358.359375 Penalty: 2578.949463
	Iteration 9Q: 3 clusters Score -249358.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -249390.828125 Penalty: 2578.949463
	Iteration 10Q: 3 clusters Score -249390.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -249412.562500 Penalty: 2578.949463
	Iteration 11Q: 3 clusters Score -249412.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -249431.171875 Penalty: 2578.949463
	Iteration 12Q: 3 clusters Score -249431.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -249443.765625 Penalty: 2578.949463
	Iteration 13Q: 3 clusters Score -249443.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -249457.281250 Penalty: 2578.949463
	Iteration 14Q: 3 clusters Score -249457.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -249471.375000 Penalty: 2578.949463
	Iteration 15Q: 3 clusters Score -249471.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -249483.312500 Penalty: 2578.949463
	Iteration 16Q: 3 clusters Score -249483.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -249496.812500 Penalty: 2578.949463
	Iteration 17Q: 3 clusters Score -249496.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -249505.140625 Penalty: 2578.949463
	Iteration 18Q: 3 clusters Score -249505.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -249511.312500 Penalty: 2578.949463
	Iteration 19Q: 3 clusters Score -249511.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -249518.234375 Penalty: 2578.949463
	Iteration 20F: 3 clusters Score -249518.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -249526.562500 Penalty: 2578.949463
	Iteration 21Q: 3 clusters Score -249526.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -249535.343750 Penalty: 2578.949463
	Iteration 22Q: 3 clusters Score -249535.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -249543.843750 Penalty: 2578.949463
	Iteration 23Q: 3 clusters Score -249543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -249551.421875 Penalty: 2578.949463
	Iteration 24Q: 3 clusters Score -249551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -249560.734375 Penalty: 2578.949463
	Iteration 25Q: 3 clusters Score -249560.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -249566.468750 Penalty: 2578.949463
	Iteration 26Q: 3 clusters Score -249566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -249572.046875 Penalty: 2578.949463
	Iteration 27Q: 3 clusters Score -249572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -249576.218750 Penalty: 2578.949463
	Iteration 28Q: 3 clusters Score -249576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -249580.500000 Penalty: 2578.949463
	Iteration 29Q: 3 clusters Score -249580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -249585.359375 Penalty: 2578.949463
	Iteration 30Q: 3 clusters Score -249585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -249587.281250 Penalty: 2578.949463
	Iteration 31Q: 3 clusters Score -249587.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -249589.234375 Penalty: 2578.949463
	Iteration 32Q: 3 clusters Score -249589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -249590.421875 Penalty: 2578.949463
	Iteration 33Q: 3 clusters Score -249590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -249591.609375 Penalty: 2578.949463
	Iteration 34Q: 3 clusters Score -249591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -249593.234375 Penalty: 2578.949463
	Iteration 35Q: 3 clusters Score -249593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -249594.593750 Penalty: 2578.949463
	Iteration 36Q: 3 clusters Score -249594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -249596.281250 Penalty: 2578.949463
	Iteration 37Q: 3 clusters Score -249596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -249598.687500 Penalty: 2578.949463
	Iteration 38Q: 3 clusters Score -249598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -249599.656250 Penalty: 2578.949463
	Iteration 39Q: 3 clusters Score -249599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -249599.812500 Penalty: 2578.949463
	Iteration 40F: 3 clusters Score -249599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (203135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203135 members 
Entering Unmasked Estep 
Score: -18994098.000000 Penalty: 1986.014282
	Iteration 0F: 2 clusters Score -1.89941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -18858390.000000 Penalty: 3972.028564
	Iteration 0F: 3 clusters Score -1.885839e+07 nChanged 98251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -18915800.000000 Penalty: 3972.028564
	Iteration 1F: 3 clusters Score -1.89158e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 101992 members 
Entering Unmasked Estep 
Score: -18916856.000000 Penalty: 3972.028564
	Iteration 2Q: 3 clusters Score -1.891686e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -18918260.000000 Penalty: 3972.028564
	Iteration 3Q: 3 clusters Score -1.891826e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -18920444.000000 Penalty: 3972.028564
	Iteration 4Q: 3 clusters Score -1.892044e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -18924138.000000 Penalty: 3972.028564
	Iteration 5Q: 3 clusters Score -1.892414e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -18929670.000000 Penalty: 3972.028564
	Iteration 6F: 3 clusters Score -1.892967e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104716 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -18936360.000000 Penalty: 3972.028564
	Iteration 7F: 3 clusters Score -1.893636e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -18943886.000000 Penalty: 3972.028564
	Iteration 8F: 3 clusters Score -1.894389e+07 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -18951550.000000 Penalty: 3972.028564
	Iteration 9F: 3 clusters Score -1.895155e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116512 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -18958916.000000 Penalty: 3972.028564
	Iteration 10F: 3 clusters Score -1.895892e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120639 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -18966896.000000 Penalty: 3972.028564
	Iteration 11Q: 3 clusters Score -1.89669e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124056 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -18974950.000000 Penalty: 3972.028564
	Iteration 12Q: 3 clusters Score -1.897495e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126255 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -18979902.000000 Penalty: 3972.028564
	Iteration 13Q: 3 clusters Score -1.89799e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127348 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -18982584.000000 Penalty: 3972.028564
	Iteration 14Q: 3 clusters Score -1.898258e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127705 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -18983772.000000 Penalty: 3972.028564
	Iteration 15Q: 3 clusters Score -1.898377e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127519 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -18984228.000000 Penalty: 3972.028564
	Iteration 16Q: 3 clusters Score -1.898423e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126952 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -18984788.000000 Penalty: 3972.028564
	Iteration 17Q: 3 clusters Score -1.898479e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -18985256.000000 Penalty: 3972.028564
	Iteration 18Q: 3 clusters Score -1.898526e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124697 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -18985660.000000 Penalty: 3972.028564
	Iteration 19Q: 3 clusters Score -1.898566e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -18986248.000000 Penalty: 3972.028564
	Iteration 20F: 3 clusters Score -1.898625e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -18986762.000000 Penalty: 3972.028564
	Iteration 21Q: 3 clusters Score -1.898676e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118527 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -18987490.000000 Penalty: 3972.028564
	Iteration 22Q: 3 clusters Score -1.898749e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 87620 members 
Entering Unmasked Estep 
Score: -18988560.000000 Penalty: 3972.028564
	Iteration 23Q: 3 clusters Score -1.898856e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111913 members 
Mstep: Class 2 contains 91222 members 
Entering Unmasked Estep 
Score: -18990028.000000 Penalty: 3972.028564
	Iteration 24Q: 3 clusters Score -1.899003e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -18992542.000000 Penalty: 3972.028564
	Iteration 25Q: 3 clusters Score -1.899254e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -18996202.000000 Penalty: 3972.028564
	Iteration 26Q: 3 clusters Score -1.89962e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -19001214.000000 Penalty: 3972.028564
	Iteration 27Q: 3 clusters Score -1.900121e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91376 members 
Mstep: Class 2 contains 111759 members 
Entering Unmasked Estep 
Score: -19007396.000000 Penalty: 3972.028564
	Iteration 28Q: 3 clusters Score -1.90074e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -19012920.000000 Penalty: 3972.028564
	Iteration 29Q: 3 clusters Score -1.901292e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 121125 members 
Entering Unmasked Estep 
Score: -19016220.000000 Penalty: 3972.028564
	Iteration 30Q: 3 clusters Score -1.901622e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -19017760.000000 Penalty: 3972.028564
	Iteration 31Q: 3 clusters Score -1.901776e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -19018378.000000 Penalty: 3972.028564
	Iteration 32Q: 3 clusters Score -1.901838e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -19018574.000000 Penalty: 3972.028564
	Iteration 33Q: 3 clusters Score -1.901857e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 127501 members 
Entering Unmasked Estep 
Score: -19018692.000000 Penalty: 3972.028564
	Iteration 34Q: 3 clusters Score -1.901869e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 127949 members 
Entering Unmasked Estep 
Score: -19018706.000000 Penalty: 3972.028564
	Iteration 35Q: 3 clusters Score -1.901871e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 128260 members 
Entering Unmasked Estep 
Score: -19018660.000000 Penalty: 3972.028564
	Iteration 36Q: 3 clusters Score -1.901866e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 128444 members 
Entering Unmasked Estep 
Score: -19018656.000000 Penalty: 3972.028564
	Iteration 37Q: 3 clusters Score -1.901866e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -19018668.000000 Penalty: 3972.028564
	Iteration 38Q: 3 clusters Score -1.901867e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 128679 members 
Entering Unmasked Estep 
Score: -19018696.000000 Penalty: 3972.028564
	Iteration 39Q: 3 clusters Score -1.90187e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 128751 members 
Entering Unmasked Estep 
Score: -19018856.000000 Penalty: 3972.028564
	Iteration 40F: 3 clusters Score -1.901886e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -19018866.000000 Penalty: 3972.028564
	Iteration 41Q: 3 clusters Score -1.901887e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 129067 members 
Entering Unmasked Estep 
Score: -19018876.000000 Penalty: 3972.028564
	Iteration 42Q: 3 clusters Score -1.901888e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 129147 members 
Entering Unmasked Estep 
Score: -19018848.000000 Penalty: 3972.028564
	Iteration 43Q: 3 clusters Score -1.901885e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -19018866.000000 Penalty: 3972.028564
	Iteration 44Q: 3 clusters Score -1.901887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73914 members 
Mstep: Class 2 contains 129221 members 
Entering Unmasked Estep 
Score: -19018862.000000 Penalty: 3972.028564
	Iteration 45Q: 3 clusters Score -1.901886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 129233 members 
Entering Unmasked Estep 
Score: -19018862.000000 Penalty: 3972.028564
	Iteration 46Q: 3 clusters Score -1.901886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -19018858.000000 Penalty: 3972.028564
	Iteration 47Q: 3 clusters Score -1.901886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 129240 members 
Entering Unmasked Estep 
Score: -19018858.000000 Penalty: 3972.028564
	Iteration 48Q: 3 clusters Score -1.901886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -19018852.000000 Penalty: 3972.028564
	Iteration 49Q: 3 clusters Score -1.901885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -19018852.000000 Penalty: 3972.028564
	Iteration 50F: 3 clusters Score -1.901885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 14618 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 21772 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 163012 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 73894 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 11431 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 129241 members 
Entering Unmasked Estep 
Score: -51578420.000000 Penalty: 56047.933594
Splitting cluster 21 changes total score from -51552424.000000 to -51578420.000000
So it's getting split into cluster 26.
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: -135311.312500 Penalty: 1203.096436
	Iteration 0F: 2 clusters Score -135311.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -133463.031250 Penalty: 2406.192871
	Iteration 0F: 3 clusters Score -133463 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -133805.875000 Penalty: 2406.192871
	Iteration 1F: 3 clusters Score -133805.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -133891.453125 Penalty: 2406.192871
	Iteration 2F: 3 clusters Score -133891.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133947.000000 Penalty: 2406.192871
	Iteration 3Q: 3 clusters Score -133947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133974.375000 Penalty: 2406.192871
	Iteration 4Q: 3 clusters Score -133974.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -133990.609375 Penalty: 2406.192871
	Iteration 5Q: 3 clusters Score -133990.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -133999.125000 Penalty: 2406.192871
	Iteration 6Q: 3 clusters Score -133999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134003.359375 Penalty: 2406.192871
	Iteration 7Q: 3 clusters Score -134003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134010.109375 Penalty: 2406.192871
	Iteration 8Q: 3 clusters Score -134010.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134021.671875 Penalty: 2406.192871
	Iteration 9Q: 3 clusters Score -134021.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134030.984375 Penalty: 2406.192871
	Iteration 10Q: 3 clusters Score -134031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134035.593750 Penalty: 2406.192871
	Iteration 11Q: 3 clusters Score -134035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134037.406250 Penalty: 2406.192871
	Iteration 12Q: 3 clusters Score -134037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134038.171875 Penalty: 2406.192871
	Iteration 13Q: 3 clusters Score -134038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134039.593750 Penalty: 2406.192871
	Iteration 14Q: 3 clusters Score -134039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134041.609375 Penalty: 2406.192871
	Iteration 15Q: 3 clusters Score -134041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -134043.406250 Penalty: 2406.192871
	Iteration 16Q: 3 clusters Score -134043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134045.390625 Penalty: 2406.192871
	Iteration 17Q: 3 clusters Score -134045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134049.859375 Penalty: 2406.192871
	Iteration 18Q: 3 clusters Score -134049.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134052.281250 Penalty: 2406.192871
	Iteration 19Q: 3 clusters Score -134052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134054.953125 Penalty: 2406.192871
	Iteration 20F: 3 clusters Score -134055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134057.875000 Penalty: 2406.192871
	Iteration 21Q: 3 clusters Score -134057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134060.046875 Penalty: 2406.192871
	Iteration 22Q: 3 clusters Score -134060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134061.281250 Penalty: 2406.192871
	Iteration 23Q: 3 clusters Score -134061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134061.625000 Penalty: 2406.192871
	Iteration 24Q: 3 clusters Score -134061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -134062.281250 Penalty: 2406.192871
	Iteration 25Q: 3 clusters Score -134062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134063.265625 Penalty: 2406.192871
	Iteration 26Q: 3 clusters Score -134063.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134065.125000 Penalty: 2406.192871
	Iteration 27Q: 3 clusters Score -134065.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134068.953125 Penalty: 2406.192871
	Iteration 28Q: 3 clusters Score -134069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134070.968750 Penalty: 2406.192871
	Iteration 29Q: 3 clusters Score -134071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -134073.125000 Penalty: 2406.192871
	Iteration 30Q: 3 clusters Score -134073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134074.312500 Penalty: 2406.192871
	Iteration 31Q: 3 clusters Score -134074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134074.921875 Penalty: 2406.192871
	Iteration 32Q: 3 clusters Score -134074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134075.500000 Penalty: 2406.192871
	Iteration 33Q: 3 clusters Score -134075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134075.828125 Penalty: 2406.192871
	Iteration 34Q: 3 clusters Score -134075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134075.828125 Penalty: 2406.192871
	Iteration 35F: 3 clusters Score -134075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Entering Unmasked Estep 
Score: -771828.187500 Penalty: 1467.669434
	Iteration 0F: 2 clusters Score -771828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -765784.250000 Penalty: 2935.338867
	Iteration 0F: 3 clusters Score -765784.2 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -767722.000000 Penalty: 2935.338867
	Iteration 1F: 3 clusters Score -767722 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -768158.687500 Penalty: 2935.338867
	Iteration 2F: 3 clusters Score -768158.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -768652.750000 Penalty: 2935.338867
	Iteration 3F: 3 clusters Score -768652.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -769111.312500 Penalty: 2935.338867
	Iteration 4F: 3 clusters Score -769111.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -769525.187500 Penalty: 2935.338867
	Iteration 5F: 3 clusters Score -769525.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -769886.562500 Penalty: 2935.338867
	Iteration 6F: 3 clusters Score -769886.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -770174.500000 Penalty: 2935.338867
	Iteration 7Q: 3 clusters Score -770174.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -770424.187500 Penalty: 2935.338867
	Iteration 8Q: 3 clusters Score -770424.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -770659.687500 Penalty: 2935.338867
	Iteration 9Q: 3 clusters Score -770659.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -770885.500000 Penalty: 2935.338867
	Iteration 10Q: 3 clusters Score -770885.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -771120.812500 Penalty: 2935.338867
	Iteration 11Q: 3 clusters Score -771120.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -771379.562500 Penalty: 2935.338867
	Iteration 12Q: 3 clusters Score -771379.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -771595.937500 Penalty: 2935.338867
	Iteration 13Q: 3 clusters Score -771595.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -771735.062500 Penalty: 2935.338867
	Iteration 14Q: 3 clusters Score -771735.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -771839.187500 Penalty: 2935.338867
	Iteration 15Q: 3 clusters Score -771839.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -771922.375000 Penalty: 2935.338867
	Iteration 16Q: 3 clusters Score -771922.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -771971.312500 Penalty: 2935.338867
	Iteration 17Q: 3 clusters Score -771971.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -772002.500000 Penalty: 2935.338867
	Iteration 18Q: 3 clusters Score -772002.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -772019.062500 Penalty: 2935.338867
	Iteration 19Q: 3 clusters Score -772019.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -772032.812500 Penalty: 2935.338867
	Iteration 20F: 3 clusters Score -772032.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -772044.000000 Penalty: 2935.338867
	Iteration 21Q: 3 clusters Score -772044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -772051.125000 Penalty: 2935.338867
	Iteration 22Q: 3 clusters Score -772051.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -772056.312500 Penalty: 2935.338867
	Iteration 23Q: 3 clusters Score -772056.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -772063.937500 Penalty: 2935.338867
	Iteration 24Q: 3 clusters Score -772063.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -772065.875000 Penalty: 2935.338867
	Iteration 25Q: 3 clusters Score -772065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -772067.687500 Penalty: 2935.338867
	Iteration 26Q: 3 clusters Score -772067.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -772068.937500 Penalty: 2935.338867
	Iteration 27Q: 3 clusters Score -772068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -772072.000000 Penalty: 2935.338867
	Iteration 28Q: 3 clusters Score -772072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -772072.312500 Penalty: 2935.338867
	Iteration 29Q: 3 clusters Score -772072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -772072.500000 Penalty: 2935.338867
	Iteration 30Q: 3 clusters Score -772072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -772074.437500 Penalty: 2935.338867
	Iteration 31Q: 3 clusters Score -772074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -772074.437500 Penalty: 2935.338867
	Iteration 32F: 3 clusters Score -772074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 14618 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 21772 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 163012 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 73894 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 2171 members 
Mstep: Class 24 contains 11431 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 129241 members 
Mstep: Class 27 contains 6194 members 
Entering Unmasked Estep 
Score: -51577908.000000 Penalty: 58203.625000
Splitting cluster 23 changes total score from -51552424.000000 to -51577908.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 3308 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 14618 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 21772 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 163012 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 73894 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1941.074829 but Gain 2155.691406
Score: -51583232.000000 Penalty: 56047.933594
Iteration 39Q: 27 clusters Score -5.158323e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 3289 members 
Mstep: Class 4 contains 47648 members 
Mstep: Class 5 contains 14496 members 
Mstep: Class 6 contains 16969 members 
Mstep: Class 7 contains 22043 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 41391 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 5856 members 
Mstep: Class 13 contains 163188 members 
Mstep: Class 14 contains 2297 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 74136 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 2208 members 
Mstep: Class 26 contains 128134 members 
Mstep: Class 27 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51587432.000000 Penalty: 56047.933594
Iteration 40F: 27 clusters Score -5.158743e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 47707 members 
Mstep: Class 5 contains 14284 members 
Mstep: Class 6 contains 16949 members 
Mstep: Class 7 contains 22174 members 
Mstep: Class 8 contains 1640 members 
Mstep: Class 9 contains 41384 members 
Mstep: Class 10 contains 4140 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 163085 members 
Mstep: Class 14 contains 2298 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 73454 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 2435 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 127603 members 
Mstep: Class 27 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51588860.000000 Penalty: 56047.933594
Iteration 41Q: 27 clusters Score -5.158886e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7033 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 47790 members 
Mstep: Class 5 contains 14108 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 22261 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 41381 members 
Mstep: Class 10 contains 4075 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 5810 members 
Mstep: Class 13 contains 163051 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 72986 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 12142 members 
Mstep: Class 25 contains 2384 members 
Mstep: Class 26 contains 127154 members 
Mstep: Class 27 contains 6057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51589580.000000 Penalty: 56047.933594
Iteration 42Q: 27 clusters Score -5.158958e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7024 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 47816 members 
Mstep: Class 5 contains 13977 members 
Mstep: Class 6 contains 17020 members 
Mstep: Class 7 contains 22316 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 41384 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 163008 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 5788 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 19 contains 3052 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 72651 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 2540 members 
Mstep: Class 24 contains 12401 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 126868 members 
Mstep: Class 27 contains 6088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51590204.000000 Penalty: 56047.933594
Iteration 43Q: 27 clusters Score -5.15902e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 47852 members 
Mstep: Class 5 contains 13845 members 
Mstep: Class 6 contains 17055 members 
Mstep: Class 7 contains 22338 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 41390 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 5772 members 
Mstep: Class 13 contains 163011 members 
Mstep: Class 14 contains 2293 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 18 contains 4485 members 
Mstep: Class 19 contains 3199 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 72418 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 2530 members 
Mstep: Class 26 contains 126657 members 
Mstep: Class 27 contains 6103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51590536.000000 Penalty: 56047.933594
Iteration 44Q: 27 clusters Score -5.159054e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 47885 members 
Mstep: Class 5 contains 13725 members 
Mstep: Class 6 contains 17079 members 
Mstep: Class 7 contains 22356 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 41396 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 5763 members 
Mstep: Class 13 contains 163019 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 72261 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 12769 members 
Mstep: Class 25 contains 2586 members 
Mstep: Class 26 contains 126491 members 
Mstep: Class 27 contains 6114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51590616.000000 Penalty: 56047.933594
Iteration 45Q: 27 clusters Score -5.159062e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6982 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 47890 members 
Mstep: Class 5 contains 13613 members 
Mstep: Class 6 contains 17100 members 
Mstep: Class 7 contains 22370 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 9 contains 41396 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5749 members 
Mstep: Class 13 contains 163011 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 2866 members 
Mstep: Class 21 contains 72135 members 
Mstep: Class 22 contains 1675 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 12912 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 126362 members 
Mstep: Class 27 contains 6123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591000.000000 Penalty: 56047.933594
Iteration 46Q: 27 clusters Score -5.1591e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 47875 members 
Mstep: Class 5 contains 13500 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 7 contains 22382 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 41394 members 
Mstep: Class 10 contains 3726 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 163018 members 
Mstep: Class 14 contains 2284 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 18 contains 4699 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 2832 members 
Mstep: Class 21 contains 72054 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 2688 members 
Mstep: Class 26 contains 126245 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591244.000000 Penalty: 56047.933594
Iteration 47Q: 27 clusters Score -5.159124e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 2902 members 
Mstep: Class 4 contains 47832 members 
Mstep: Class 5 contains 13408 members 
Mstep: Class 6 contains 17119 members 
Mstep: Class 7 contains 22388 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 41394 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 5731 members 
Mstep: Class 13 contains 163042 members 
Mstep: Class 14 contains 2281 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 18 contains 4739 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 2796 members 
Mstep: Class 21 contains 71990 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 13088 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 126149 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591284.000000 Penalty: 56047.933594
Iteration 48Q: 27 clusters Score -5.159128e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6951 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 47792 members 
Mstep: Class 5 contains 13334 members 
Mstep: Class 6 contains 17150 members 
Mstep: Class 7 contains 22393 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 41396 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5727 members 
Mstep: Class 13 contains 163046 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 18 contains 4768 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 71933 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 13148 members 
Mstep: Class 25 contains 2760 members 
Mstep: Class 26 contains 126071 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591468.000000 Penalty: 56047.933594
Iteration 49Q: 27 clusters Score -5.159147e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 47756 members 
Mstep: Class 5 contains 13247 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 22398 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41399 members 
Mstep: Class 10 contains 3514 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5721 members 
Mstep: Class 13 contains 163080 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 5717 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 2729 members 
Mstep: Class 21 contains 71884 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 13202 members 
Mstep: Class 25 contains 2796 members 
Mstep: Class 26 contains 126018 members 
Mstep: Class 27 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591476.000000 Penalty: 56047.933594
Iteration 50Q: 27 clusters Score -5.159148e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 47706 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 17183 members 
Mstep: Class 7 contains 22403 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41399 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 5715 members 
Mstep: Class 13 contains 163117 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 5719 members 
Mstep: Class 18 contains 4822 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 71852 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 2668 members 
Mstep: Class 24 contains 13245 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 125968 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591500.000000 Penalty: 56047.933594
Iteration 51Q: 27 clusters Score -5.15915e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 47685 members 
Mstep: Class 5 contains 13091 members 
Mstep: Class 6 contains 17190 members 
Mstep: Class 7 contains 22399 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 41401 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 5707 members 
Mstep: Class 13 contains 163165 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 5723 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 4023 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 71835 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 2676 members 
Mstep: Class 24 contains 13292 members 
Mstep: Class 25 contains 2849 members 
Mstep: Class 26 contains 125931 members 
Mstep: Class 27 contains 6144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591564.000000 Penalty: 56047.933594
Iteration 52Q: 27 clusters Score -5.159156e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 47668 members 
Mstep: Class 5 contains 13019 members 
Mstep: Class 6 contains 17212 members 
Mstep: Class 7 contains 22392 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 41402 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 163204 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 18 contains 4857 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 71823 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 13324 members 
Mstep: Class 25 contains 2873 members 
Mstep: Class 26 contains 125897 members 
Mstep: Class 27 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591692.000000 Penalty: 56047.933594
Iteration 53Q: 27 clusters Score -5.159169e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 47663 members 
Mstep: Class 5 contains 12966 members 
Mstep: Class 6 contains 17226 members 
Mstep: Class 7 contains 22386 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 41404 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 5698 members 
Mstep: Class 13 contains 163214 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 71797 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 13348 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 125868 members 
Mstep: Class 27 contains 6143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591780.000000 Penalty: 56047.933594
Iteration 54Q: 27 clusters Score -5.159178e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6900 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 4 contains 47662 members 
Mstep: Class 5 contains 12912 members 
Mstep: Class 6 contains 17235 members 
Mstep: Class 7 contains 22379 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 41410 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 163230 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 2467 members 
Mstep: Class 21 contains 71775 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 13370 members 
Mstep: Class 25 contains 2916 members 
Mstep: Class 26 contains 125853 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591772.000000 Penalty: 56047.933594
Iteration 55Q: 27 clusters Score -5.159177e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 47647 members 
Mstep: Class 5 contains 12852 members 
Mstep: Class 6 contains 17236 members 
Mstep: Class 7 contains 22373 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41414 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 5690 members 
Mstep: Class 13 contains 163259 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 18 contains 4925 members 
Mstep: Class 19 contains 4298 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 71765 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 13383 members 
Mstep: Class 25 contains 2947 members 
Mstep: Class 26 contains 125844 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591876.000000 Penalty: 56047.933594
Iteration 56Q: 27 clusters Score -5.159188e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6880 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 47633 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 17239 members 
Mstep: Class 7 contains 22363 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41415 members 
Mstep: Class 10 contains 3223 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 5688 members 
Mstep: Class 13 contains 163298 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 18 contains 4944 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 71743 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 125834 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591872.000000 Penalty: 56047.933594
Iteration 57Q: 27 clusters Score -5.159187e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 2785 members 
Mstep: Class 4 contains 47634 members 
Mstep: Class 5 contains 12729 members 
Mstep: Class 6 contains 17241 members 
Mstep: Class 7 contains 22356 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41418 members 
Mstep: Class 10 contains 3201 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 163338 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 18 contains 4951 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 71721 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 13397 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 125834 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591856.000000 Penalty: 56047.933594
Iteration 58Q: 27 clusters Score -5.159186e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 2773 members 
Mstep: Class 4 contains 47637 members 
Mstep: Class 5 contains 12674 members 
Mstep: Class 6 contains 17231 members 
Mstep: Class 7 contains 22351 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41416 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 163386 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 71710 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 13401 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 125828 members 
Mstep: Class 27 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591808.000000 Penalty: 56047.933594
Iteration 59Q: 27 clusters Score -5.159181e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6865 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 47640 members 
Mstep: Class 5 contains 12609 members 
Mstep: Class 6 contains 17219 members 
Mstep: Class 7 contains 22349 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 41418 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 163436 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 5742 members 
Mstep: Class 18 contains 4976 members 
Mstep: Class 19 contains 4422 members 
Mstep: Class 20 contains 2370 members 
Mstep: Class 21 contains 71699 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 13408 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 125815 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591924.000000 Penalty: 56047.933594
Iteration 60F: 27 clusters Score -5.159192e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6843 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 47624 members 
Mstep: Class 5 contains 12563 members 
Mstep: Class 6 contains 17209 members 
Mstep: Class 7 contains 22345 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 41417 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 5678 members 
Mstep: Class 13 contains 163495 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 4442 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 71691 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 13413 members 
Mstep: Class 25 contains 3074 members 
Mstep: Class 26 contains 125803 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51591996.000000 Penalty: 56047.933594
Iteration 61Q: 27 clusters Score -5.1592e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6828 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 47609 members 
Mstep: Class 5 contains 12508 members 
Mstep: Class 6 contains 17203 members 
Mstep: Class 7 contains 22343 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 41415 members 
Mstep: Class 10 contains 3058 members 
Mstep: Class 11 contains 2115 members 
Mstep: Class 12 contains 5674 members 
Mstep: Class 13 contains 163552 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 71679 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 3091 members 
Mstep: Class 26 contains 125792 members 
Mstep: Class 27 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592024.000000 Penalty: 56047.933594
Iteration 62Q: 27 clusters Score -5.159202e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6805 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 47590 members 
Mstep: Class 5 contains 12457 members 
Mstep: Class 6 contains 17191 members 
Mstep: Class 7 contains 22341 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 41413 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 5671 members 
Mstep: Class 13 contains 163602 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 18 contains 5051 members 
Mstep: Class 19 contains 4489 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 71670 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 3113 members 
Mstep: Class 26 contains 125780 members 
Mstep: Class 27 contains 6126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592076.000000 Penalty: 56047.933594
Iteration 63Q: 27 clusters Score -5.159208e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 47572 members 
Mstep: Class 5 contains 12405 members 
Mstep: Class 6 contains 17173 members 
Mstep: Class 7 contains 22338 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 41412 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5670 members 
Mstep: Class 13 contains 163646 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 4511 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 71663 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13424 members 
Mstep: Class 25 contains 3129 members 
Mstep: Class 26 contains 125762 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592100.000000 Penalty: 56047.933594
Iteration 64Q: 27 clusters Score -5.15921e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6772 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 47535 members 
Mstep: Class 5 contains 12340 members 
Mstep: Class 6 contains 17164 members 
Mstep: Class 7 contains 22337 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 41410 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5670 members 
Mstep: Class 13 contains 163713 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 18 contains 5097 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 71649 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13426 members 
Mstep: Class 25 contains 3151 members 
Mstep: Class 26 contains 125742 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592112.000000 Penalty: 56047.933594
Iteration 65Q: 27 clusters Score -5.159211e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 47509 members 
Mstep: Class 5 contains 12263 members 
Mstep: Class 6 contains 17158 members 
Mstep: Class 7 contains 22337 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 41414 members 
Mstep: Class 10 contains 2829 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5668 members 
Mstep: Class 13 contains 163788 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 71643 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 13427 members 
Mstep: Class 25 contains 3178 members 
Mstep: Class 26 contains 125728 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592248.000000 Penalty: 56047.933594
Iteration 66Q: 27 clusters Score -5.159225e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 47487 members 
Mstep: Class 5 contains 12182 members 
Mstep: Class 6 contains 17165 members 
Mstep: Class 7 contains 22338 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 41416 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 5666 members 
Mstep: Class 13 contains 163853 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 71642 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 13429 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 125716 members 
Mstep: Class 27 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592296.000000 Penalty: 56047.933594
Iteration 67Q: 27 clusters Score -5.15923e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 47479 members 
Mstep: Class 5 contains 12114 members 
Mstep: Class 6 contains 17147 members 
Mstep: Class 7 contains 22338 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 41417 members 
Mstep: Class 10 contains 2760 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 5664 members 
Mstep: Class 13 contains 163911 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 71637 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 13432 members 
Mstep: Class 25 contains 3234 members 
Mstep: Class 26 contains 125706 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592176.000000 Penalty: 56047.933594
Iteration 68Q: 27 clusters Score -5.159218e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6693 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 47473 members 
Mstep: Class 5 contains 12053 members 
Mstep: Class 6 contains 17130 members 
Mstep: Class 7 contains 22336 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 41418 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5662 members 
Mstep: Class 13 contains 163976 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 18 contains 5179 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 71636 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 13435 members 
Mstep: Class 25 contains 3258 members 
Mstep: Class 26 contains 125697 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592168.000000 Penalty: 56047.933594
Iteration 69Q: 27 clusters Score -5.159217e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6664 members 
Mstep: Class 3 contains 2673 members 
Mstep: Class 4 contains 47472 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 17115 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 41417 members 
Mstep: Class 10 contains 2696 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5656 members 
Mstep: Class 13 contains 164046 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 71632 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 13445 members 
Mstep: Class 25 contains 3278 members 
Mstep: Class 26 contains 125686 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592152.000000 Penalty: 56047.933594
Iteration 70Q: 27 clusters Score -5.159215e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6635 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 47472 members 
Mstep: Class 5 contains 11966 members 
Mstep: Class 6 contains 17101 members 
Mstep: Class 7 contains 22336 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 41419 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5651 members 
Mstep: Class 13 contains 164111 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 71621 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 13452 members 
Mstep: Class 25 contains 3298 members 
Mstep: Class 26 contains 125679 members 
Mstep: Class 27 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592292.000000 Penalty: 56047.933594
Iteration 71Q: 27 clusters Score -5.159229e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 47475 members 
Mstep: Class 5 contains 11913 members 
Mstep: Class 6 contains 17091 members 
Mstep: Class 7 contains 22338 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 41418 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 5646 members 
Mstep: Class 13 contains 164183 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 71610 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 13458 members 
Mstep: Class 25 contains 3324 members 
Mstep: Class 26 contains 125676 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592324.000000 Penalty: 56047.933594
Iteration 72Q: 27 clusters Score -5.159232e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 47478 members 
Mstep: Class 5 contains 11850 members 
Mstep: Class 6 contains 17087 members 
Mstep: Class 7 contains 22337 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 41419 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 5643 members 
Mstep: Class 13 contains 164265 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 18 contains 5249 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 71602 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13459 members 
Mstep: Class 25 contains 3347 members 
Mstep: Class 26 contains 125679 members 
Mstep: Class 27 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592396.000000 Penalty: 56047.933594
Iteration 73Q: 27 clusters Score -5.15924e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6533 members 
Mstep: Class 3 contains 2647 members 
Mstep: Class 4 contains 47474 members 
Mstep: Class 5 contains 11800 members 
Mstep: Class 6 contains 17088 members 
Mstep: Class 7 contains 22339 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 41419 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 5639 members 
Mstep: Class 13 contains 164323 members 
Mstep: Class 14 contains 2256 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 18 contains 5256 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 71599 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13460 members 
Mstep: Class 25 contains 3372 members 
Mstep: Class 26 contains 125678 members 
Mstep: Class 27 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592388.000000 Penalty: 56047.933594
Iteration 74Q: 27 clusters Score -5.159239e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6513 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 47475 members 
Mstep: Class 5 contains 11744 members 
Mstep: Class 6 contains 17092 members 
Mstep: Class 7 contains 22339 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 41419 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 5638 members 
Mstep: Class 13 contains 164383 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 18 contains 5255 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 71593 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13460 members 
Mstep: Class 25 contains 3394 members 
Mstep: Class 26 contains 125677 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592456.000000 Penalty: 56047.933594
Iteration 75Q: 27 clusters Score -5.159246e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 4 contains 47472 members 
Mstep: Class 5 contains 11707 members 
Mstep: Class 6 contains 17097 members 
Mstep: Class 7 contains 22337 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 41418 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 5636 members 
Mstep: Class 13 contains 164418 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 71588 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13460 members 
Mstep: Class 25 contains 3412 members 
Mstep: Class 26 contains 125677 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592436.000000 Penalty: 56047.933594
Iteration 76Q: 27 clusters Score -5.159244e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 47471 members 
Mstep: Class 5 contains 11667 members 
Mstep: Class 6 contains 17100 members 
Mstep: Class 7 contains 22337 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 41418 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 164451 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 5262 members 
Mstep: Class 19 contains 4579 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 71584 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13461 members 
Mstep: Class 25 contains 3438 members 
Mstep: Class 26 contains 125676 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592460.000000 Penalty: 56047.933594
Iteration 77Q: 27 clusters Score -5.159246e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 2620 members 
Mstep: Class 4 contains 47473 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 17098 members 
Mstep: Class 7 contains 22336 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 41419 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 164475 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 4579 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 71582 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13462 members 
Mstep: Class 25 contains 3459 members 
Mstep: Class 26 contains 125674 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592492.000000 Penalty: 56047.933594
Iteration 78Q: 27 clusters Score -5.159249e+07 nChanged 120
Entering ConstructFrom: 
Score: -51592492.000000 Penalty: 56047.933594
Entering ConstructFrom: 
Trying to split cluster 1 (4408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Entering Unmasked Estep 
Score: -402743.687500 Penalty: 1363.566162
	Iteration 0F: 2 clusters Score -402743.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -399104.593750 Penalty: 2727.132324
	Iteration 0F: 3 clusters Score -399104.6 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -400122.968750 Penalty: 2727.132324
	Iteration 1F: 3 clusters Score -400123 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -400303.218750 Penalty: 2727.132324
	Iteration 2F: 3 clusters Score -400303.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -400413.687500 Penalty: 2727.132324
	Iteration 3F: 3 clusters Score -400413.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -400478.968750 Penalty: 2727.132324
	Iteration 4Q: 3 clusters Score -400479 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -400529.343750 Penalty: 2727.132324
	Iteration 5Q: 3 clusters Score -400529.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -400568.812500 Penalty: 2727.132324
	Iteration 6Q: 3 clusters Score -400568.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -400597.531250 Penalty: 2727.132324
	Iteration 7Q: 3 clusters Score -400597.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -400616.093750 Penalty: 2727.132324
	Iteration 8Q: 3 clusters Score -400616.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -400637.562500 Penalty: 2727.132324
	Iteration 9Q: 3 clusters Score -400637.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -400660.531250 Penalty: 2727.132324
	Iteration 10Q: 3 clusters Score -400660.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -400683.031250 Penalty: 2727.132324
	Iteration 11Q: 3 clusters Score -400683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -400700.375000 Penalty: 2727.132324
	Iteration 12Q: 3 clusters Score -400700.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -400721.000000 Penalty: 2727.132324
	Iteration 13Q: 3 clusters Score -400721 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -400740.437500 Penalty: 2727.132324
	Iteration 14Q: 3 clusters Score -400740.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -400762.375000 Penalty: 2727.132324
	Iteration 15Q: 3 clusters Score -400762.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -400782.812500 Penalty: 2727.132324
	Iteration 16Q: 3 clusters Score -400782.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -400803.437500 Penalty: 2727.132324
	Iteration 17Q: 3 clusters Score -400803.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -400825.468750 Penalty: 2727.132324
	Iteration 18Q: 3 clusters Score -400825.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -400844.718750 Penalty: 2727.132324
	Iteration 19Q: 3 clusters Score -400844.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -400866.593750 Penalty: 2727.132324
	Iteration 20F: 3 clusters Score -400866.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -400889.843750 Penalty: 2727.132324
	Iteration 21Q: 3 clusters Score -400889.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -400908.125000 Penalty: 2727.132324
	Iteration 22Q: 3 clusters Score -400908.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -400925.093750 Penalty: 2727.132324
	Iteration 23Q: 3 clusters Score -400925.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -400944.562500 Penalty: 2727.132324
	Iteration 24Q: 3 clusters Score -400944.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -400963.687500 Penalty: 2727.132324
	Iteration 25Q: 3 clusters Score -400963.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -400979.125000 Penalty: 2727.132324
	Iteration 26Q: 3 clusters Score -400979.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -400997.656250 Penalty: 2727.132324
	Iteration 27Q: 3 clusters Score -400997.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -401018.437500 Penalty: 2727.132324
	Iteration 28Q: 3 clusters Score -401018.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -401041.312500 Penalty: 2727.132324
	Iteration 29Q: 3 clusters Score -401041.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -401062.500000 Penalty: 2727.132324
	Iteration 30Q: 3 clusters Score -401062.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -401077.906250 Penalty: 2727.132324
	Iteration 31Q: 3 clusters Score -401077.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -401089.500000 Penalty: 2727.132324
	Iteration 32Q: 3 clusters Score -401089.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -401097.968750 Penalty: 2727.132324
	Iteration 33Q: 3 clusters Score -401098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -401102.406250 Penalty: 2727.132324
	Iteration 34Q: 3 clusters Score -401102.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -401107.187500 Penalty: 2727.132324
	Iteration 35Q: 3 clusters Score -401107.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -401110.687500 Penalty: 2727.132324
	Iteration 36Q: 3 clusters Score -401110.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -401115.343750 Penalty: 2727.132324
	Iteration 37Q: 3 clusters Score -401115.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -401118.156250 Penalty: 2727.132324
	Iteration 38Q: 3 clusters Score -401118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -401121.062500 Penalty: 2727.132324
	Iteration 39Q: 3 clusters Score -401121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -401125.343750 Penalty: 2727.132324
	Iteration 40F: 3 clusters Score -401125.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -401129.125000 Penalty: 2727.132324
	Iteration 41Q: 3 clusters Score -401129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -401133.875000 Penalty: 2727.132324
	Iteration 42Q: 3 clusters Score -401133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -401135.625000 Penalty: 2727.132324
	Iteration 43Q: 3 clusters Score -401135.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -401138.593750 Penalty: 2727.132324
	Iteration 44Q: 3 clusters Score -401138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -401141.687500 Penalty: 2727.132324
	Iteration 45Q: 3 clusters Score -401141.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -401143.625000 Penalty: 2727.132324
	Iteration 46Q: 3 clusters Score -401143.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -401148.000000 Penalty: 2727.132324
	Iteration 47Q: 3 clusters Score -401148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -401151.968750 Penalty: 2727.132324
	Iteration 48Q: 3 clusters Score -401152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -401157.000000 Penalty: 2727.132324
	Iteration 49Q: 3 clusters Score -401157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -401166.781250 Penalty: 2727.132324
	Iteration 50Q: 3 clusters Score -401166.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -401175.500000 Penalty: 2727.132324
	Iteration 51Q: 3 clusters Score -401175.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -401185.218750 Penalty: 2727.132324
	Iteration 52Q: 3 clusters Score -401185.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -401193.687500 Penalty: 2727.132324
	Iteration 53Q: 3 clusters Score -401193.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -401207.593750 Penalty: 2727.132324
	Iteration 54Q: 3 clusters Score -401207.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -401219.562500 Penalty: 2727.132324
	Iteration 55Q: 3 clusters Score -401219.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -401238.125000 Penalty: 2727.132324
	Iteration 56Q: 3 clusters Score -401238.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -401257.343750 Penalty: 2727.132324
	Iteration 57Q: 3 clusters Score -401257.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -401277.000000 Penalty: 2727.132324
	Iteration 58Q: 3 clusters Score -401277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -401299.781250 Penalty: 2727.132324
	Iteration 59Q: 3 clusters Score -401299.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -401322.593750 Penalty: 2727.132324
	Iteration 60F: 3 clusters Score -401322.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -401336.500000 Penalty: 2727.132324
	Iteration 61Q: 3 clusters Score -401336.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -401348.218750 Penalty: 2727.132324
	Iteration 62Q: 3 clusters Score -401348.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -401356.343750 Penalty: 2727.132324
	Iteration 63Q: 3 clusters Score -401356.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -401362.781250 Penalty: 2727.132324
	Iteration 64Q: 3 clusters Score -401362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -401367.875000 Penalty: 2727.132324
	Iteration 65Q: 3 clusters Score -401367.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -401376.562500 Penalty: 2727.132324
	Iteration 66Q: 3 clusters Score -401376.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -401382.937500 Penalty: 2727.132324
	Iteration 67Q: 3 clusters Score -401382.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -401389.312500 Penalty: 2727.132324
	Iteration 68Q: 3 clusters Score -401389.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -401392.468750 Penalty: 2727.132324
	Iteration 69Q: 3 clusters Score -401392.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -401394.156250 Penalty: 2727.132324
	Iteration 70Q: 3 clusters Score -401394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -401396.218750 Penalty: 2727.132324
	Iteration 71Q: 3 clusters Score -401396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -401396.687500 Penalty: 2727.132324
	Iteration 72Q: 3 clusters Score -401396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -401397.593750 Penalty: 2727.132324
	Iteration 73Q: 3 clusters Score -401397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -401398.656250 Penalty: 2727.132324
	Iteration 74Q: 3 clusters Score -401398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -401399.375000 Penalty: 2727.132324
	Iteration 75Q: 3 clusters Score -401399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -401398.500000 Penalty: 2727.132324
	Iteration 76Q: 3 clusters Score -401398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -401400.093750 Penalty: 2727.132324
	Iteration 77Q: 3 clusters Score -401400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -401400.625000 Penalty: 2727.132324
	Iteration 78Q: 3 clusters Score -401400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -401400.625000 Penalty: 2727.132324
	Iteration 79F: 3 clusters Score -401400.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -609304.125000 Penalty: 1426.001709
	Iteration 0F: 2 clusters Score -609304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -604372.062500 Penalty: 2852.003418
	Iteration 0F: 3 clusters Score -604372.1 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -605736.187500 Penalty: 2852.003418
	Iteration 1F: 3 clusters Score -605736.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -605910.875000 Penalty: 2852.003418
	Iteration 2F: 3 clusters Score -605910.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -606039.187500 Penalty: 2852.003418
	Iteration 3Q: 3 clusters Score -606039.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -606142.750000 Penalty: 2852.003418
	Iteration 4Q: 3 clusters Score -606142.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -606230.437500 Penalty: 2852.003418
	Iteration 5Q: 3 clusters Score -606230.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -606304.250000 Penalty: 2852.003418
	Iteration 6Q: 3 clusters Score -606304.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -606393.625000 Penalty: 2852.003418
	Iteration 7Q: 3 clusters Score -606393.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -606516.187500 Penalty: 2852.003418
	Iteration 8Q: 3 clusters Score -606516.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -606662.937500 Penalty: 2852.003418
	Iteration 9Q: 3 clusters Score -606662.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -606842.000000 Penalty: 2852.003418
	Iteration 10Q: 3 clusters Score -606842 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -607068.312500 Penalty: 2852.003418
	Iteration 11Q: 3 clusters Score -607068.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -607279.937500 Penalty: 2852.003418
	Iteration 12Q: 3 clusters Score -607279.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -607468.562500 Penalty: 2852.003418
	Iteration 13Q: 3 clusters Score -607468.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -607641.687500 Penalty: 2852.003418
	Iteration 14Q: 3 clusters Score -607641.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -607770.687500 Penalty: 2852.003418
	Iteration 15Q: 3 clusters Score -607770.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -607858.875000 Penalty: 2852.003418
	Iteration 16Q: 3 clusters Score -607858.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -607921.687500 Penalty: 2852.003418
	Iteration 17Q: 3 clusters Score -607921.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -607962.125000 Penalty: 2852.003418
	Iteration 18Q: 3 clusters Score -607962.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -607985.750000 Penalty: 2852.003418
	Iteration 19Q: 3 clusters Score -607985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -608002.312500 Penalty: 2852.003418
	Iteration 20F: 3 clusters Score -608002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -608011.000000 Penalty: 2852.003418
	Iteration 21Q: 3 clusters Score -608011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -608016.562500 Penalty: 2852.003418
	Iteration 22Q: 3 clusters Score -608016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -608023.812500 Penalty: 2852.003418
	Iteration 23Q: 3 clusters Score -608023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -608036.000000 Penalty: 2852.003418
	Iteration 24Q: 3 clusters Score -608036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -608040.812500 Penalty: 2852.003418
	Iteration 25Q: 3 clusters Score -608040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -608045.500000 Penalty: 2852.003418
	Iteration 26Q: 3 clusters Score -608045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -608048.062500 Penalty: 2852.003418
	Iteration 27Q: 3 clusters Score -608048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -608048.062500 Penalty: 2852.003418
	Iteration 28F: 3 clusters Score -608048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -212450.093750 Penalty: 1278.591309
	Iteration 0F: 2 clusters Score -212450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -209984.484375 Penalty: 2557.182617
	Iteration 0F: 3 clusters Score -209984.5 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -210590.296875 Penalty: 2557.182617
	Iteration 1F: 3 clusters Score -210590.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -210710.484375 Penalty: 2557.182617
	Iteration 2F: 3 clusters Score -210710.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -210774.000000 Penalty: 2557.182617
	Iteration 3Q: 3 clusters Score -210774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -210817.718750 Penalty: 2557.182617
	Iteration 4Q: 3 clusters Score -210817.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -210861.343750 Penalty: 2557.182617
	Iteration 5Q: 3 clusters Score -210861.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -210908.125000 Penalty: 2557.182617
	Iteration 6Q: 3 clusters Score -210908.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -211000.375000 Penalty: 2557.182617
	Iteration 7Q: 3 clusters Score -211000.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -211139.468750 Penalty: 2557.182617
	Iteration 8Q: 3 clusters Score -211139.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -211323.859375 Penalty: 2557.182617
	Iteration 9F: 3 clusters Score -211323.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -211505.203125 Penalty: 2557.182617
	Iteration 10F: 3 clusters Score -211505.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -211622.984375 Penalty: 2557.182617
	Iteration 11Q: 3 clusters Score -211623 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -211729.578125 Penalty: 2557.182617
	Iteration 12Q: 3 clusters Score -211729.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -211801.625000 Penalty: 2557.182617
	Iteration 13Q: 3 clusters Score -211801.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -211853.062500 Penalty: 2557.182617
	Iteration 14Q: 3 clusters Score -211853.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -211890.484375 Penalty: 2557.182617
	Iteration 15Q: 3 clusters Score -211890.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -211914.093750 Penalty: 2557.182617
	Iteration 16Q: 3 clusters Score -211914.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -211934.500000 Penalty: 2557.182617
	Iteration 17Q: 3 clusters Score -211934.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -211947.625000 Penalty: 2557.182617
	Iteration 18Q: 3 clusters Score -211947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -211955.843750 Penalty: 2557.182617
	Iteration 19Q: 3 clusters Score -211955.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -211962.781250 Penalty: 2557.182617
	Iteration 20F: 3 clusters Score -211962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -211967.062500 Penalty: 2557.182617
	Iteration 21Q: 3 clusters Score -211967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -211969.796875 Penalty: 2557.182617
	Iteration 22Q: 3 clusters Score -211969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -211971.062500 Penalty: 2557.182617
	Iteration 23Q: 3 clusters Score -211971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -211972.890625 Penalty: 2557.182617
	Iteration 24Q: 3 clusters Score -211972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -211975.906250 Penalty: 2557.182617
	Iteration 25Q: 3 clusters Score -211975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -211978.609375 Penalty: 2557.182617
	Iteration 26Q: 3 clusters Score -211978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -211981.718750 Penalty: 2557.182617
	Iteration 27Q: 3 clusters Score -211981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -211984.500000 Penalty: 2557.182617
	Iteration 28Q: 3 clusters Score -211984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -211985.421875 Penalty: 2557.182617
	Iteration 29Q: 3 clusters Score -211985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -211988.015625 Penalty: 2557.182617
	Iteration 30Q: 3 clusters Score -211988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -211990.625000 Penalty: 2557.182617
	Iteration 31Q: 3 clusters Score -211990.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -211993.265625 Penalty: 2557.182617
	Iteration 32Q: 3 clusters Score -211993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -211995.171875 Penalty: 2557.182617
	Iteration 33Q: 3 clusters Score -211995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -211996.296875 Penalty: 2557.182617
	Iteration 34Q: 3 clusters Score -211996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -211997.218750 Penalty: 2557.182617
	Iteration 35Q: 3 clusters Score -211997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -211999.640625 Penalty: 2557.182617
	Iteration 36Q: 3 clusters Score -211999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -212003.718750 Penalty: 2557.182617
	Iteration 37Q: 3 clusters Score -212003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -212005.937500 Penalty: 2557.182617
	Iteration 38Q: 3 clusters Score -212005.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -212005.937500 Penalty: 2557.182617
	Iteration 39F: 3 clusters Score -212005.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Entering Unmasked Estep 
Score: -4415920.500000 Penalty: 1749.779663
	Iteration 0F: 2 clusters Score -4415920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -4383814.000000 Penalty: 3499.559326
	Iteration 0F: 3 clusters Score -4383814 nChanged 22377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4396542.000000 Penalty: 3499.559326
	Iteration 1F: 3 clusters Score -4396542 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -4397027.000000 Penalty: 3499.559326
	Iteration 2Q: 3 clusters Score -4397027 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -4397558.500000 Penalty: 3499.559326
	Iteration 3Q: 3 clusters Score -4397558 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4398290.000000 Penalty: 3499.559326
	Iteration 4Q: 3 clusters Score -4398290 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4399484.500000 Penalty: 3499.559326
	Iteration 5Q: 3 clusters Score -4399484 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4401462.500000 Penalty: 3499.559326
	Iteration 6F: 3 clusters Score -4401462 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -4404514.000000 Penalty: 3499.559326
	Iteration 7F: 3 clusters Score -4404514 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4408264.000000 Penalty: 3499.559326
	Iteration 8F: 3 clusters Score -4408264 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -4411428.500000 Penalty: 3499.559326
	Iteration 9F: 3 clusters Score -4411428 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -4413280.500000 Penalty: 3499.559326
	Iteration 10Q: 3 clusters Score -4413280 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -4413964.000000 Penalty: 3499.559326
	Iteration 11Q: 3 clusters Score -4413964 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -4414229.500000 Penalty: 3499.559326
	Iteration 12Q: 3 clusters Score -4414230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -4414308.500000 Penalty: 3499.559326
	Iteration 13Q: 3 clusters Score -4414308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -4414366.000000 Penalty: 3499.559326
	Iteration 14Q: 3 clusters Score -4414366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -4414390.500000 Penalty: 3499.559326
	Iteration 15Q: 3 clusters Score -4414390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -4414399.000000 Penalty: 3499.559326
	Iteration 16Q: 3 clusters Score -4414399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -4414405.000000 Penalty: 3499.559326
	Iteration 17Q: 3 clusters Score -4414405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -4414414.000000 Penalty: 3499.559326
	Iteration 18Q: 3 clusters Score -4414414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -4414430.000000 Penalty: 3499.559326
	Iteration 19Q: 3 clusters Score -4414430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -4414440.500000 Penalty: 3499.559326
	Iteration 20F: 3 clusters Score -4414440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -4414445.500000 Penalty: 3499.559326
	Iteration 21Q: 3 clusters Score -4414446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -4414446.500000 Penalty: 3499.559326
	Iteration 22Q: 3 clusters Score -4414446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -4414453.000000 Penalty: 3499.559326
	Iteration 23Q: 3 clusters Score -4414453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -4414458.000000 Penalty: 3499.559326
	Iteration 24Q: 3 clusters Score -4414458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -4414460.000000 Penalty: 3499.559326
	Iteration 25Q: 3 clusters Score -4414460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -4414457.500000 Penalty: 3499.559326
	Iteration 26Q: 3 clusters Score -4414458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -4414457.500000 Penalty: 3499.559326
	Iteration 27F: 3 clusters Score -4414458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Entering Unmasked Estep 
Score: -1019014.125000 Penalty: 1520.840576
	Iteration 0F: 2 clusters Score -1019014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1010785.375000 Penalty: 3041.681152
	Iteration 0F: 3 clusters Score -1010785 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1013474.812500 Penalty: 3041.681152
	Iteration 1F: 3 clusters Score -1013475 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1013811.250000 Penalty: 3041.681152
	Iteration 2F: 3 clusters Score -1013811 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1014128.562500 Penalty: 3041.681152
	Iteration 3F: 3 clusters Score -1014129 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1014463.937500 Penalty: 3041.681152
	Iteration 4F: 3 clusters Score -1014464 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1014811.500000 Penalty: 3041.681152
	Iteration 5F: 3 clusters Score -1014812 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1015154.437500 Penalty: 3041.681152
	Iteration 6F: 3 clusters Score -1015154 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1015567.875000 Penalty: 3041.681152
	Iteration 7F: 3 clusters Score -1015568 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1015973.437500 Penalty: 3041.681152
	Iteration 8F: 3 clusters Score -1015973 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1016315.875000 Penalty: 3041.681152
	Iteration 9Q: 3 clusters Score -1016316 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1016566.125000 Penalty: 3041.681152
	Iteration 10Q: 3 clusters Score -1016566 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1016756.125000 Penalty: 3041.681152
	Iteration 11Q: 3 clusters Score -1016756 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1016918.562500 Penalty: 3041.681152
	Iteration 12Q: 3 clusters Score -1016919 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1017013.000000 Penalty: 3041.681152
	Iteration 13Q: 3 clusters Score -1017013 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1017080.500000 Penalty: 3041.681152
	Iteration 14Q: 3 clusters Score -1017080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1017134.187500 Penalty: 3041.681152
	Iteration 15Q: 3 clusters Score -1017134 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1017199.937500 Penalty: 3041.681152
	Iteration 16Q: 3 clusters Score -1017200 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1017259.562500 Penalty: 3041.681152
	Iteration 17Q: 3 clusters Score -1017260 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1017316.687500 Penalty: 3041.681152
	Iteration 18Q: 3 clusters Score -1017317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1017380.375000 Penalty: 3041.681152
	Iteration 19Q: 3 clusters Score -1017380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1017445.062500 Penalty: 3041.681152
	Iteration 20F: 3 clusters Score -1017445 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1017498.625000 Penalty: 3041.681152
	Iteration 21Q: 3 clusters Score -1017499 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1017552.250000 Penalty: 3041.681152
	Iteration 22Q: 3 clusters Score -1017552 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1017602.125000 Penalty: 3041.681152
	Iteration 23Q: 3 clusters Score -1017602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1017652.250000 Penalty: 3041.681152
	Iteration 24Q: 3 clusters Score -1017652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1017695.937500 Penalty: 3041.681152
	Iteration 25Q: 3 clusters Score -1017696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1017722.812500 Penalty: 3041.681152
	Iteration 26Q: 3 clusters Score -1017723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1017748.250000 Penalty: 3041.681152
	Iteration 27Q: 3 clusters Score -1017748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1017782.562500 Penalty: 3041.681152
	Iteration 28Q: 3 clusters Score -1017783 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1017805.125000 Penalty: 3041.681152
	Iteration 29Q: 3 clusters Score -1017805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1017831.625000 Penalty: 3041.681152
	Iteration 30Q: 3 clusters Score -1017832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1017857.750000 Penalty: 3041.681152
	Iteration 31Q: 3 clusters Score -1017858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1017873.437500 Penalty: 3041.681152
	Iteration 32Q: 3 clusters Score -1017873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1017887.937500 Penalty: 3041.681152
	Iteration 33Q: 3 clusters Score -1017888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1017912.187500 Penalty: 3041.681152
	Iteration 34Q: 3 clusters Score -1017912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1017938.500000 Penalty: 3041.681152
	Iteration 35Q: 3 clusters Score -1017938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1017959.500000 Penalty: 3041.681152
	Iteration 36Q: 3 clusters Score -1017960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1017978.750000 Penalty: 3041.681152
	Iteration 37Q: 3 clusters Score -1017979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1018001.500000 Penalty: 3041.681152
	Iteration 38Q: 3 clusters Score -1018002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1018023.937500 Penalty: 3041.681152
	Iteration 39Q: 3 clusters Score -1018024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1018052.312500 Penalty: 3041.681152
	Iteration 40F: 3 clusters Score -1018052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1018073.875000 Penalty: 3041.681152
	Iteration 41Q: 3 clusters Score -1018074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1018099.750000 Penalty: 3041.681152
	Iteration 42Q: 3 clusters Score -1018100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1018126.187500 Penalty: 3041.681152
	Iteration 43Q: 3 clusters Score -1018126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1018158.312500 Penalty: 3041.681152
	Iteration 44Q: 3 clusters Score -1018158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1018180.375000 Penalty: 3041.681152
	Iteration 45Q: 3 clusters Score -1018180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1018203.937500 Penalty: 3041.681152
	Iteration 46Q: 3 clusters Score -1018204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1018209.937500 Penalty: 3041.681152
	Iteration 47Q: 3 clusters Score -1018210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1018213.250000 Penalty: 3041.681152
	Iteration 48Q: 3 clusters Score -1018213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1018222.000000 Penalty: 3041.681152
	Iteration 49Q: 3 clusters Score -1018222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1018225.750000 Penalty: 3041.681152
	Iteration 50Q: 3 clusters Score -1018226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1018231.500000 Penalty: 3041.681152
	Iteration 51Q: 3 clusters Score -1018232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1018237.812500 Penalty: 3041.681152
	Iteration 52Q: 3 clusters Score -1018238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1018243.937500 Penalty: 3041.681152
	Iteration 53Q: 3 clusters Score -1018244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1018250.312500 Penalty: 3041.681152
	Iteration 54Q: 3 clusters Score -1018250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1018253.562500 Penalty: 3041.681152
	Iteration 55Q: 3 clusters Score -1018254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1018255.125000 Penalty: 3041.681152
	Iteration 56Q: 3 clusters Score -1018255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1018257.750000 Penalty: 3041.681152
	Iteration 57Q: 3 clusters Score -1018258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1018259.062500 Penalty: 3041.681152
	Iteration 58Q: 3 clusters Score -1018259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1018262.125000 Penalty: 3041.681152
	Iteration 59Q: 3 clusters Score -1018262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1018263.375000 Penalty: 3041.681152
	Iteration 60F: 3 clusters Score -1018263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1018265.687500 Penalty: 3041.681152
	Iteration 61Q: 3 clusters Score -1018266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1018265.062500 Penalty: 3041.681152
	Iteration 62Q: 3 clusters Score -1018265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1018266.500000 Penalty: 3041.681152
	Iteration 63Q: 3 clusters Score -1018266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1018266.250000 Penalty: 3041.681152
	Iteration 64Q: 3 clusters Score -1018266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1018267.000000 Penalty: 3041.681152
	Iteration 65Q: 3 clusters Score -1018267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1018268.437500 Penalty: 3041.681152
	Iteration 66Q: 3 clusters Score -1018268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1018270.500000 Penalty: 3041.681152
	Iteration 67Q: 3 clusters Score -1018270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1018269.687500 Penalty: 3041.681152
	Iteration 68Q: 3 clusters Score -1018270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1018270.375000 Penalty: 3041.681152
	Iteration 69Q: 3 clusters Score -1018270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1018271.312500 Penalty: 3041.681152
	Iteration 70Q: 3 clusters Score -1018271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1018270.625000 Penalty: 3041.681152
	Iteration 71Q: 3 clusters Score -1018271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1018270.812500 Penalty: 3041.681152
	Iteration 72Q: 3 clusters Score -1018271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1018271.125000 Penalty: 3041.681152
	Iteration 73Q: 3 clusters Score -1018271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1018273.250000 Penalty: 3041.681152
	Iteration 74Q: 3 clusters Score -1018273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1018277.562500 Penalty: 3041.681152
	Iteration 75Q: 3 clusters Score -1018278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1018276.687500 Penalty: 3041.681152
	Iteration 76Q: 3 clusters Score -1018277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1018277.500000 Penalty: 3041.681152
	Iteration 77Q: 3 clusters Score -1018278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1018279.562500 Penalty: 3041.681152
	Iteration 78Q: 3 clusters Score -1018280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1018280.375000 Penalty: 3041.681152
	Iteration 79Q: 3 clusters Score -1018280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1018283.625000 Penalty: 3041.681152
	Iteration 80F: 3 clusters Score -1018284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1018282.375000 Penalty: 3041.681152
	Iteration 81Q: 3 clusters Score -1018282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1018285.375000 Penalty: 3041.681152
	Iteration 82Q: 3 clusters Score -1018285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1018285.875000 Penalty: 3041.681152
	Iteration 83Q: 3 clusters Score -1018286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1018286.687500 Penalty: 3041.681152
	Iteration 84Q: 3 clusters Score -1018287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1018288.750000 Penalty: 3041.681152
	Iteration 85Q: 3 clusters Score -1018289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1018293.312500 Penalty: 3041.681152
	Iteration 86Q: 3 clusters Score -1018293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1018293.625000 Penalty: 3041.681152
	Iteration 87Q: 3 clusters Score -1018294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1018293.875000 Penalty: 3041.681152
	Iteration 88Q: 3 clusters Score -1018294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1018294.250000 Penalty: 3041.681152
	Iteration 89Q: 3 clusters Score -1018294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1018296.500000 Penalty: 3041.681152
	Iteration 90Q: 3 clusters Score -1018296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1018297.875000 Penalty: 3041.681152
	Iteration 91Q: 3 clusters Score -1018298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1018298.500000 Penalty: 3041.681152
	Iteration 92Q: 3 clusters Score -1018298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1018298.500000 Penalty: 3041.681152
	Iteration 93F: 3 clusters Score -1018298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Entering Unmasked Estep 
Score: -1533802.000000 Penalty: 1583.822510
	Iteration 0F: 2 clusters Score -1533802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1522021.500000 Penalty: 3167.645020
	Iteration 0F: 3 clusters Score -1522022 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1526389.875000 Penalty: 3167.645020
	Iteration 1F: 3 clusters Score -1526390 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1527035.625000 Penalty: 3167.645020
	Iteration 2F: 3 clusters Score -1527036 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1527656.875000 Penalty: 3167.645020
	Iteration 3F: 3 clusters Score -1527657 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1528348.500000 Penalty: 3167.645020
	Iteration 4F: 3 clusters Score -1528348 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1529056.125000 Penalty: 3167.645020
	Iteration 5F: 3 clusters Score -1529056 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1529713.250000 Penalty: 3167.645020
	Iteration 6F: 3 clusters Score -1529713 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1530346.000000 Penalty: 3167.645020
	Iteration 7F: 3 clusters Score -1530346 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1530919.875000 Penalty: 3167.645020
	Iteration 8Q: 3 clusters Score -1530920 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1531414.000000 Penalty: 3167.645020
	Iteration 9Q: 3 clusters Score -1531414 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1531929.500000 Penalty: 3167.645020
	Iteration 10Q: 3 clusters Score -1531930 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1532302.000000 Penalty: 3167.645020
	Iteration 11Q: 3 clusters Score -1532302 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1532546.750000 Penalty: 3167.645020
	Iteration 12Q: 3 clusters Score -1532547 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1532718.750000 Penalty: 3167.645020
	Iteration 13Q: 3 clusters Score -1532719 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1532831.250000 Penalty: 3167.645020
	Iteration 14Q: 3 clusters Score -1532831 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1532909.375000 Penalty: 3167.645020
	Iteration 15Q: 3 clusters Score -1532909 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1532971.875000 Penalty: 3167.645020
	Iteration 16Q: 3 clusters Score -1532972 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1533022.125000 Penalty: 3167.645020
	Iteration 17Q: 3 clusters Score -1533022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1533060.000000 Penalty: 3167.645020
	Iteration 18Q: 3 clusters Score -1533060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1533088.125000 Penalty: 3167.645020
	Iteration 19Q: 3 clusters Score -1533088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1533101.000000 Penalty: 3167.645020
	Iteration 20F: 3 clusters Score -1533101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1533121.250000 Penalty: 3167.645020
	Iteration 21Q: 3 clusters Score -1533121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1533136.125000 Penalty: 3167.645020
	Iteration 22Q: 3 clusters Score -1533136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1533153.125000 Penalty: 3167.645020
	Iteration 23Q: 3 clusters Score -1533153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1533172.250000 Penalty: 3167.645020
	Iteration 24Q: 3 clusters Score -1533172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1533188.625000 Penalty: 3167.645020
	Iteration 25Q: 3 clusters Score -1533189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1533198.000000 Penalty: 3167.645020
	Iteration 26Q: 3 clusters Score -1533198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1533207.375000 Penalty: 3167.645020
	Iteration 27Q: 3 clusters Score -1533207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1533218.250000 Penalty: 3167.645020
	Iteration 28Q: 3 clusters Score -1533218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1533228.500000 Penalty: 3167.645020
	Iteration 29Q: 3 clusters Score -1533228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1533231.625000 Penalty: 3167.645020
	Iteration 30Q: 3 clusters Score -1533232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1533235.500000 Penalty: 3167.645020
	Iteration 31Q: 3 clusters Score -1533236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1533248.000000 Penalty: 3167.645020
	Iteration 32Q: 3 clusters Score -1533248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1533259.750000 Penalty: 3167.645020
	Iteration 33Q: 3 clusters Score -1533260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1533264.625000 Penalty: 3167.645020
	Iteration 34Q: 3 clusters Score -1533265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1533272.625000 Penalty: 3167.645020
	Iteration 35Q: 3 clusters Score -1533273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1533283.750000 Penalty: 3167.645020
	Iteration 36Q: 3 clusters Score -1533284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1533291.875000 Penalty: 3167.645020
	Iteration 37Q: 3 clusters Score -1533292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1533296.000000 Penalty: 3167.645020
	Iteration 38Q: 3 clusters Score -1533296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1533296.375000 Penalty: 3167.645020
	Iteration 39Q: 3 clusters Score -1533296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1533299.125000 Penalty: 3167.645020
	Iteration 40F: 3 clusters Score -1533299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1533300.500000 Penalty: 3167.645020
	Iteration 41Q: 3 clusters Score -1533300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1533301.125000 Penalty: 3167.645020
	Iteration 42Q: 3 clusters Score -1533301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1533297.500000 Penalty: 3167.645020
	Iteration 43Q: 3 clusters Score -1533298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1533299.500000 Penalty: 3167.645020
	Iteration 44Q: 3 clusters Score -1533300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1533299.000000 Penalty: 3167.645020
	Iteration 45Q: 3 clusters Score -1533299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1533299.625000 Penalty: 3167.645020
	Iteration 46Q: 3 clusters Score -1533300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1533303.625000 Penalty: 3167.645020
	Iteration 47Q: 3 clusters Score -1533304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1533305.250000 Penalty: 3167.645020
	Iteration 48Q: 3 clusters Score -1533305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1533303.125000 Penalty: 3167.645020
	Iteration 49Q: 3 clusters Score -1533303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1533304.375000 Penalty: 3167.645020
	Iteration 50Q: 3 clusters Score -1533304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1533307.125000 Penalty: 3167.645020
	Iteration 51Q: 3 clusters Score -1533307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1533306.500000 Penalty: 3167.645020
	Iteration 52Q: 3 clusters Score -1533306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1533310.500000 Penalty: 3167.645020
	Iteration 53Q: 3 clusters Score -1533310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1533311.625000 Penalty: 3167.645020
	Iteration 54Q: 3 clusters Score -1533312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1533310.125000 Penalty: 3167.645020
	Iteration 55Q: 3 clusters Score -1533310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1533309.000000 Penalty: 3167.645020
	Iteration 56Q: 3 clusters Score -1533309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1533308.875000 Penalty: 3167.645020
	Iteration 57Q: 3 clusters Score -1533309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1533309.625000 Penalty: 3167.645020
	Iteration 58Q: 3 clusters Score -1533310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1533310.375000 Penalty: 3167.645020
	Iteration 59Q: 3 clusters Score -1533310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1533310.375000 Penalty: 3167.645020
	Iteration 60F: 3 clusters Score -1533310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Entering Unmasked Estep 
Score: -2127444.000000 Penalty: 1627.260376
	Iteration 0F: 2 clusters Score -2127444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2112278.750000 Penalty: 3254.520752
	Iteration 0F: 3 clusters Score -2112279 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2117757.250000 Penalty: 3254.520752
	Iteration 1F: 3 clusters Score -2117757 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2118071.750000 Penalty: 3254.520752
	Iteration 2Q: 3 clusters Score -2118072 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2118365.500000 Penalty: 3254.520752
	Iteration 3Q: 3 clusters Score -2118366 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2118659.000000 Penalty: 3254.520752
	Iteration 4Q: 3 clusters Score -2118659 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2118964.750000 Penalty: 3254.520752
	Iteration 5Q: 3 clusters Score -2118965 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2119298.000000 Penalty: 3254.520752
	Iteration 6Q: 3 clusters Score -2119298 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2119666.750000 Penalty: 3254.520752
	Iteration 7Q: 3 clusters Score -2119667 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2120179.750000 Penalty: 3254.520752
	Iteration 8Q: 3 clusters Score -2120180 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2120770.750000 Penalty: 3254.520752
	Iteration 9Q: 3 clusters Score -2120771 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2121516.000000 Penalty: 3254.520752
	Iteration 10Q: 3 clusters Score -2121516 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2122321.500000 Penalty: 3254.520752
	Iteration 11F: 3 clusters Score -2122322 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2123063.250000 Penalty: 3254.520752
	Iteration 12Q: 3 clusters Score -2123063 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2123728.750000 Penalty: 3254.520752
	Iteration 13Q: 3 clusters Score -2123729 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2124305.000000 Penalty: 3254.520752
	Iteration 14Q: 3 clusters Score -2124305 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2124791.750000 Penalty: 3254.520752
	Iteration 15Q: 3 clusters Score -2124792 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2125131.500000 Penalty: 3254.520752
	Iteration 16Q: 3 clusters Score -2125132 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2125352.750000 Penalty: 3254.520752
	Iteration 17Q: 3 clusters Score -2125353 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2125529.250000 Penalty: 3254.520752
	Iteration 18Q: 3 clusters Score -2125529 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2125650.750000 Penalty: 3254.520752
	Iteration 19Q: 3 clusters Score -2125651 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2125754.750000 Penalty: 3254.520752
	Iteration 20F: 3 clusters Score -2125755 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2125830.000000 Penalty: 3254.520752
	Iteration 21Q: 3 clusters Score -2125830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2125895.750000 Penalty: 3254.520752
	Iteration 22Q: 3 clusters Score -2125896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2125938.000000 Penalty: 3254.520752
	Iteration 23Q: 3 clusters Score -2125938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2125978.500000 Penalty: 3254.520752
	Iteration 24Q: 3 clusters Score -2125978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2126004.000000 Penalty: 3254.520752
	Iteration 25Q: 3 clusters Score -2126004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2126021.750000 Penalty: 3254.520752
	Iteration 26Q: 3 clusters Score -2126022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2126025.250000 Penalty: 3254.520752
	Iteration 27Q: 3 clusters Score -2126025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2126032.250000 Penalty: 3254.520752
	Iteration 28Q: 3 clusters Score -2126032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2126035.250000 Penalty: 3254.520752
	Iteration 29Q: 3 clusters Score -2126035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2126038.750000 Penalty: 3254.520752
	Iteration 30Q: 3 clusters Score -2126039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2126040.750000 Penalty: 3254.520752
	Iteration 31Q: 3 clusters Score -2126041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2126041.750000 Penalty: 3254.520752
	Iteration 32Q: 3 clusters Score -2126042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2126041.500000 Penalty: 3254.520752
	Iteration 33Q: 3 clusters Score -2126042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2126041.500000 Penalty: 3254.520752
	Iteration 34F: 3 clusters Score -2126042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -129689.976562 Penalty: 1210.164917
	Iteration 0F: 2 clusters Score -129690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -127975.687500 Penalty: 2420.329834
	Iteration 0F: 3 clusters Score -127975.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128735.195312 Penalty: 2420.329834
	Iteration 1F: 3 clusters Score -128735.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129142.023438 Penalty: 2420.329834
	Iteration 2F: 3 clusters Score -129142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129424.218750 Penalty: 2420.329834
	Iteration 3F: 3 clusters Score -129424.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129677.570312 Penalty: 2420.329834
	Iteration 4F: 3 clusters Score -129677.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129805.125000 Penalty: 2420.329834
	Iteration 5Q: 3 clusters Score -129805.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -129881.000000 Penalty: 2420.329834
	Iteration 6Q: 3 clusters Score -129881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -129948.273438 Penalty: 2420.329834
	Iteration 7Q: 3 clusters Score -129948.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -130012.539062 Penalty: 2420.329834
	Iteration 8Q: 3 clusters Score -130012.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -130053.453125 Penalty: 2420.329834
	Iteration 9Q: 3 clusters Score -130053.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -130079.859375 Penalty: 2420.329834
	Iteration 10Q: 3 clusters Score -130079.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -130094.007812 Penalty: 2420.329834
	Iteration 11Q: 3 clusters Score -130094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130098.507812 Penalty: 2420.329834
	Iteration 12Q: 3 clusters Score -130098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130099.757812 Penalty: 2420.329834
	Iteration 13Q: 3 clusters Score -130099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130099.757812 Penalty: 2420.329834
	Iteration 14F: 3 clusters Score -130099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 2613 members 
Mstep: Class 4 contains 47471 members 
Mstep: Class 5 contains 11603 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 41422 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5633 members 
Mstep: Class 13 contains 164505 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4582 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 71578 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13463 members 
Mstep: Class 25 contains 3481 members 
Mstep: Class 26 contains 125673 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
Score: -51591964.000000 Penalty: 58203.625000
Splitting cluster 8 changes total score from -51592492.000000 to -51591964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Entering Unmasked Estep 
Score: -3756011.250000 Penalty: 1727.629639
	Iteration 0F: 2 clusters Score -3756011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3728274.000000 Penalty: 3455.259277
	Iteration 0F: 3 clusters Score -3728274 nChanged 19366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3738904.500000 Penalty: 3455.259277
	Iteration 1F: 3 clusters Score -3738904 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3739239.750000 Penalty: 3455.259277
	Iteration 2Q: 3 clusters Score -3739240 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3739587.250000 Penalty: 3455.259277
	Iteration 3Q: 3 clusters Score -3739587 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3739940.250000 Penalty: 3455.259277
	Iteration 4Q: 3 clusters Score -3739940 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3740450.000000 Penalty: 3455.259277
	Iteration 5Q: 3 clusters Score -3740450 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3741236.000000 Penalty: 3455.259277
	Iteration 6Q: 3 clusters Score -3741236 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3742552.000000 Penalty: 3455.259277
	Iteration 7F: 3 clusters Score -3742552 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -3744659.250000 Penalty: 3455.259277
	Iteration 8F: 3 clusters Score -3744659 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -3747759.500000 Penalty: 3455.259277
	Iteration 9F: 3 clusters Score -3747760 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -3751001.750000 Penalty: 3455.259277
	Iteration 10F: 3 clusters Score -3751002 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -3753200.250000 Penalty: 3455.259277
	Iteration 11F: 3 clusters Score -3753200 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -3754014.500000 Penalty: 3455.259277
	Iteration 12Q: 3 clusters Score -3754014 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -3754282.000000 Penalty: 3455.259277
	Iteration 13Q: 3 clusters Score -3754282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -3754366.000000 Penalty: 3455.259277
	Iteration 14Q: 3 clusters Score -3754366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -3754397.500000 Penalty: 3455.259277
	Iteration 15Q: 3 clusters Score -3754398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -3754421.750000 Penalty: 3455.259277
	Iteration 16Q: 3 clusters Score -3754422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -3754434.750000 Penalty: 3455.259277
	Iteration 17Q: 3 clusters Score -3754435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -3754446.000000 Penalty: 3455.259277
	Iteration 18Q: 3 clusters Score -3754446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -3754458.000000 Penalty: 3455.259277
	Iteration 19Q: 3 clusters Score -3754458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -3754460.000000 Penalty: 3455.259277
	Iteration 20F: 3 clusters Score -3754460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -221073.578125 Penalty: 1276.210815
	Iteration 0F: 2 clusters Score -221073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -218657.328125 Penalty: 2552.421631
	Iteration 0F: 3 clusters Score -218657.3 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -219231.234375 Penalty: 2552.421631
	Iteration 1F: 3 clusters Score -219231.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -219371.296875 Penalty: 2552.421631
	Iteration 2F: 3 clusters Score -219371.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -219455.875000 Penalty: 2552.421631
	Iteration 3F: 3 clusters Score -219455.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -219539.281250 Penalty: 2552.421631
	Iteration 4Q: 3 clusters Score -219539.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -219621.296875 Penalty: 2552.421631
	Iteration 5Q: 3 clusters Score -219621.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -219741.046875 Penalty: 2552.421631
	Iteration 6Q: 3 clusters Score -219741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -219872.390625 Penalty: 2552.421631
	Iteration 7F: 3 clusters Score -219872.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -220008.796875 Penalty: 2552.421631
	Iteration 8F: 3 clusters Score -220008.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -220158.921875 Penalty: 2552.421631
	Iteration 9F: 3 clusters Score -220158.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -220312.437500 Penalty: 2552.421631
	Iteration 10F: 3 clusters Score -220312.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -220419.593750 Penalty: 2552.421631
	Iteration 11Q: 3 clusters Score -220419.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -220517.062500 Penalty: 2552.421631
	Iteration 12Q: 3 clusters Score -220517.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -220623.046875 Penalty: 2552.421631
	Iteration 13Q: 3 clusters Score -220623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -220718.421875 Penalty: 2552.421631
	Iteration 14Q: 3 clusters Score -220718.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -220776.734375 Penalty: 2552.421631
	Iteration 15Q: 3 clusters Score -220776.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -220817.921875 Penalty: 2552.421631
	Iteration 16Q: 3 clusters Score -220817.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -220838.984375 Penalty: 2552.421631
	Iteration 17Q: 3 clusters Score -220839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -220847.875000 Penalty: 2552.421631
	Iteration 18Q: 3 clusters Score -220847.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -220853.406250 Penalty: 2552.421631
	Iteration 19Q: 3 clusters Score -220853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -220861.281250 Penalty: 2552.421631
	Iteration 20F: 3 clusters Score -220861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -220866.625000 Penalty: 2552.421631
	Iteration 21Q: 3 clusters Score -220866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -220869.390625 Penalty: 2552.421631
	Iteration 22Q: 3 clusters Score -220869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -220870.718750 Penalty: 2552.421631
	Iteration 23Q: 3 clusters Score -220870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -220874.062500 Penalty: 2552.421631
	Iteration 24Q: 3 clusters Score -220874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -220874.718750 Penalty: 2552.421631
	Iteration 25Q: 3 clusters Score -220874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -220875.828125 Penalty: 2552.421631
	Iteration 26Q: 3 clusters Score -220875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -220876.484375 Penalty: 2552.421631
	Iteration 27Q: 3 clusters Score -220876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -220876.843750 Penalty: 2552.421631
	Iteration 28Q: 3 clusters Score -220876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -220877.031250 Penalty: 2552.421631
	Iteration 29Q: 3 clusters Score -220877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -220877.421875 Penalty: 2552.421631
	Iteration 30Q: 3 clusters Score -220877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -220877.421875 Penalty: 2552.421631
	Iteration 31Q: 3 clusters Score -220877.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -220877.421875 Penalty: 2552.421631
	Iteration 32F: 3 clusters Score -220877.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -174895.359375 Penalty: 1244.385254
	Iteration 0F: 2 clusters Score -174895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -172759.140625 Penalty: 2488.770508
	Iteration 0F: 3 clusters Score -172759.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -173298.000000 Penalty: 2488.770508
	Iteration 1F: 3 clusters Score -173298 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -173489.421875 Penalty: 2488.770508
	Iteration 2F: 3 clusters Score -173489.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -173621.906250 Penalty: 2488.770508
	Iteration 3F: 3 clusters Score -173621.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -173741.812500 Penalty: 2488.770508
	Iteration 4Q: 3 clusters Score -173741.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173897.718750 Penalty: 2488.770508
	Iteration 5F: 3 clusters Score -173897.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174068.218750 Penalty: 2488.770508
	Iteration 6F: 3 clusters Score -174068.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174264.406250 Penalty: 2488.770508
	Iteration 7F: 3 clusters Score -174264.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -174426.750000 Penalty: 2488.770508
	Iteration 8F: 3 clusters Score -174426.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -174542.421875 Penalty: 2488.770508
	Iteration 9Q: 3 clusters Score -174542.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -174616.843750 Penalty: 2488.770508
	Iteration 10Q: 3 clusters Score -174616.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -174646.218750 Penalty: 2488.770508
	Iteration 11Q: 3 clusters Score -174646.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -174667.171875 Penalty: 2488.770508
	Iteration 12Q: 3 clusters Score -174667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -174678.203125 Penalty: 2488.770508
	Iteration 13Q: 3 clusters Score -174678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -174686.109375 Penalty: 2488.770508
	Iteration 14Q: 3 clusters Score -174686.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -174695.562500 Penalty: 2488.770508
	Iteration 15Q: 3 clusters Score -174695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -174705.328125 Penalty: 2488.770508
	Iteration 16Q: 3 clusters Score -174705.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -174714.187500 Penalty: 2488.770508
	Iteration 17Q: 3 clusters Score -174714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -174719.000000 Penalty: 2488.770508
	Iteration 18Q: 3 clusters Score -174719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -174720.968750 Penalty: 2488.770508
	Iteration 19Q: 3 clusters Score -174721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -174723.093750 Penalty: 2488.770508
	Iteration 20F: 3 clusters Score -174723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -499482.343750 Penalty: 1403.414551
	Iteration 0F: 2 clusters Score -499482.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -495115.906250 Penalty: 2806.829102
	Iteration 0F: 3 clusters Score -495115.9 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -496297.781250 Penalty: 2806.829102
	Iteration 1F: 3 clusters Score -496297.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -496461.406250 Penalty: 2806.829102
	Iteration 2F: 3 clusters Score -496461.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -496571.906250 Penalty: 2806.829102
	Iteration 3Q: 3 clusters Score -496571.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -496664.250000 Penalty: 2806.829102
	Iteration 4Q: 3 clusters Score -496664.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -496736.625000 Penalty: 2806.829102
	Iteration 5Q: 3 clusters Score -496736.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -496794.125000 Penalty: 2806.829102
	Iteration 6Q: 3 clusters Score -496794.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -496863.062500 Penalty: 2806.829102
	Iteration 7Q: 3 clusters Score -496863.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -496931.125000 Penalty: 2806.829102
	Iteration 8Q: 3 clusters Score -496931.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -496992.375000 Penalty: 2806.829102
	Iteration 9Q: 3 clusters Score -496992.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -497066.656250 Penalty: 2806.829102
	Iteration 10Q: 3 clusters Score -497066.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -497148.906250 Penalty: 2806.829102
	Iteration 11Q: 3 clusters Score -497148.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -497239.281250 Penalty: 2806.829102
	Iteration 12Q: 3 clusters Score -497239.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -497345.500000 Penalty: 2806.829102
	Iteration 13Q: 3 clusters Score -497345.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -497470.468750 Penalty: 2806.829102
	Iteration 14Q: 3 clusters Score -497470.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -497577.812500 Penalty: 2806.829102
	Iteration 15Q: 3 clusters Score -497577.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -497677.875000 Penalty: 2806.829102
	Iteration 16Q: 3 clusters Score -497677.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -497753.218750 Penalty: 2806.829102
	Iteration 17Q: 3 clusters Score -497753.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -497822.593750 Penalty: 2806.829102
	Iteration 18Q: 3 clusters Score -497822.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -497883.906250 Penalty: 2806.829102
	Iteration 19Q: 3 clusters Score -497883.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -497936.906250 Penalty: 2806.829102
	Iteration 20F: 3 clusters Score -497936.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -497988.531250 Penalty: 2806.829102
	Iteration 21Q: 3 clusters Score -497988.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -498034.375000 Penalty: 2806.829102
	Iteration 22Q: 3 clusters Score -498034.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -498079.937500 Penalty: 2806.829102
	Iteration 23Q: 3 clusters Score -498079.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -498113.687500 Penalty: 2806.829102
	Iteration 24Q: 3 clusters Score -498113.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -498138.437500 Penalty: 2806.829102
	Iteration 25Q: 3 clusters Score -498138.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -498154.031250 Penalty: 2806.829102
	Iteration 26Q: 3 clusters Score -498154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -498168.687500 Penalty: 2806.829102
	Iteration 27Q: 3 clusters Score -498168.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -498181.656250 Penalty: 2806.829102
	Iteration 28Q: 3 clusters Score -498181.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -498191.156250 Penalty: 2806.829102
	Iteration 29Q: 3 clusters Score -498191.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -498196.125000 Penalty: 2806.829102
	Iteration 30Q: 3 clusters Score -498196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -498201.000000 Penalty: 2806.829102
	Iteration 31Q: 3 clusters Score -498201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -498202.437500 Penalty: 2806.829102
	Iteration 32Q: 3 clusters Score -498202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -498203.593750 Penalty: 2806.829102
	Iteration 33Q: 3 clusters Score -498203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -498206.375000 Penalty: 2806.829102
	Iteration 34Q: 3 clusters Score -498206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -498208.281250 Penalty: 2806.829102
	Iteration 35Q: 3 clusters Score -498208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -498211.000000 Penalty: 2806.829102
	Iteration 36Q: 3 clusters Score -498211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -498213.875000 Penalty: 2806.829102
	Iteration 37Q: 3 clusters Score -498213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -498215.031250 Penalty: 2806.829102
	Iteration 38Q: 3 clusters Score -498215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -498216.875000 Penalty: 2806.829102
	Iteration 39Q: 3 clusters Score -498216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -498218.906250 Penalty: 2806.829102
	Iteration 40F: 3 clusters Score -498218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -498223.062500 Penalty: 2806.829102
	Iteration 41Q: 3 clusters Score -498223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -498226.750000 Penalty: 2806.829102
	Iteration 42Q: 3 clusters Score -498226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -498228.718750 Penalty: 2806.829102
	Iteration 43Q: 3 clusters Score -498228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -498232.593750 Penalty: 2806.829102
	Iteration 44Q: 3 clusters Score -498232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -498241.687500 Penalty: 2806.829102
	Iteration 45Q: 3 clusters Score -498241.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -498250.062500 Penalty: 2806.829102
	Iteration 46Q: 3 clusters Score -498250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -498260.843750 Penalty: 2806.829102
	Iteration 47Q: 3 clusters Score -498260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -498267.437500 Penalty: 2806.829102
	Iteration 48Q: 3 clusters Score -498267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -498275.781250 Penalty: 2806.829102
	Iteration 49Q: 3 clusters Score -498275.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -498282.093750 Penalty: 2806.829102
	Iteration 50Q: 3 clusters Score -498282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -498288.062500 Penalty: 2806.829102
	Iteration 51Q: 3 clusters Score -498288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -498291.093750 Penalty: 2806.829102
	Iteration 52Q: 3 clusters Score -498291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -498295.843750 Penalty: 2806.829102
	Iteration 53Q: 3 clusters Score -498295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -498299.593750 Penalty: 2806.829102
	Iteration 54Q: 3 clusters Score -498299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -498303.343750 Penalty: 2806.829102
	Iteration 55Q: 3 clusters Score -498303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -498307.968750 Penalty: 2806.829102
	Iteration 56Q: 3 clusters Score -498308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -498309.968750 Penalty: 2806.829102
	Iteration 57Q: 3 clusters Score -498310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -498312.500000 Penalty: 2806.829102
	Iteration 58Q: 3 clusters Score -498312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -498314.281250 Penalty: 2806.829102
	Iteration 59Q: 3 clusters Score -498314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -498314.531250 Penalty: 2806.829102
	Iteration 60F: 3 clusters Score -498314.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (164505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Entering Unmasked Estep 
Score: -14699998.000000 Penalty: 1951.738159
	Iteration 0F: 2 clusters Score -1.47e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -14589882.000000 Penalty: 3903.476318
	Iteration 0F: 3 clusters Score -1.458988e+07 nChanged 79402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -14637009.000000 Penalty: 3903.476318
	Iteration 1F: 3 clusters Score -1.463701e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85106 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -14638216.000000 Penalty: 3903.476318
	Iteration 2Q: 3 clusters Score -1.463822e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -14639834.000000 Penalty: 3903.476318
	Iteration 3Q: 3 clusters Score -1.463983e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -14642534.000000 Penalty: 3903.476318
	Iteration 4Q: 3 clusters Score -1.464253e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -14646412.000000 Penalty: 3903.476318
	Iteration 5Q: 3 clusters Score -1.464641e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -14652065.000000 Penalty: 3903.476318
	Iteration 6F: 3 clusters Score -1.465206e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -14659854.000000 Penalty: 3903.476318
	Iteration 7F: 3 clusters Score -1.465985e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106405 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -14668112.000000 Penalty: 3903.476318
	Iteration 8F: 3 clusters Score -1.466811e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -14673943.000000 Penalty: 3903.476318
	Iteration 9F: 3 clusters Score -1.467394e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -14676700.000000 Penalty: 3903.476318
	Iteration 10Q: 3 clusters Score -1.46767e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117437 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -14678230.000000 Penalty: 3903.476318
	Iteration 11Q: 3 clusters Score -1.467823e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120574 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -14679442.000000 Penalty: 3903.476318
	Iteration 12Q: 3 clusters Score -1.467944e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123750 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -14680615.000000 Penalty: 3903.476318
	Iteration 13Q: 3 clusters Score -1.468062e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127017 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -14681946.000000 Penalty: 3903.476318
	Iteration 14Q: 3 clusters Score -1.468195e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130297 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -14683370.000000 Penalty: 3903.476318
	Iteration 15Q: 3 clusters Score -1.468337e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133525 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -14684762.000000 Penalty: 3903.476318
	Iteration 16Q: 3 clusters Score -1.468476e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -14686116.000000 Penalty: 3903.476318
	Iteration 17Q: 3 clusters Score -1.468612e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139633 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -14687278.000000 Penalty: 3903.476318
	Iteration 18Q: 3 clusters Score -1.468728e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -14688470.000000 Penalty: 3903.476318
	Iteration 19Q: 3 clusters Score -1.468847e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145096 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -14689737.000000 Penalty: 3903.476318
	Iteration 20F: 3 clusters Score -1.468974e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147664 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -14690795.000000 Penalty: 3903.476318
	Iteration 21Q: 3 clusters Score -1.46908e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150032 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -14692057.000000 Penalty: 3903.476318
	Iteration 22Q: 3 clusters Score -1.469206e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -14693076.000000 Penalty: 3903.476318
	Iteration 23Q: 3 clusters Score -1.469308e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -14694001.000000 Penalty: 3903.476318
	Iteration 24Q: 3 clusters Score -1.4694e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155757 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -14694878.000000 Penalty: 3903.476318
	Iteration 25Q: 3 clusters Score -1.469488e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -14695528.000000 Penalty: 3903.476318
	Iteration 26Q: 3 clusters Score -1.469553e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158399 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -14696148.000000 Penalty: 3903.476318
	Iteration 27Q: 3 clusters Score -1.469615e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159403 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -14696646.000000 Penalty: 3903.476318
	Iteration 28Q: 3 clusters Score -1.469665e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160233 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -14697057.000000 Penalty: 3903.476318
	Iteration 29Q: 3 clusters Score -1.469706e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160865 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -14697349.000000 Penalty: 3903.476318
	Iteration 30Q: 3 clusters Score -1.469735e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161399 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -14697573.000000 Penalty: 3903.476318
	Iteration 31Q: 3 clusters Score -1.469757e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -14697806.000000 Penalty: 3903.476318
	Iteration 32Q: 3 clusters Score -1.469781e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14697953.000000 Penalty: 3903.476318
	Iteration 33Q: 3 clusters Score -1.469795e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162387 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -14698114.000000 Penalty: 3903.476318
	Iteration 34Q: 3 clusters Score -1.469811e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162562 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -14698193.000000 Penalty: 3903.476318
	Iteration 35Q: 3 clusters Score -1.469819e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162714 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -14698297.000000 Penalty: 3903.476318
	Iteration 36Q: 3 clusters Score -1.46983e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162829 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -14698348.000000 Penalty: 3903.476318
	Iteration 37Q: 3 clusters Score -1.469835e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -14698423.000000 Penalty: 3903.476318
	Iteration 38Q: 3 clusters Score -1.469842e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -14698497.000000 Penalty: 3903.476318
	Iteration 39Q: 3 clusters Score -1.46985e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163090 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -14698540.000000 Penalty: 3903.476318
	Iteration 40F: 3 clusters Score -1.469854e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163146 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14698562.000000 Penalty: 3903.476318
	Iteration 41Q: 3 clusters Score -1.469856e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163194 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14698554.000000 Penalty: 3903.476318
	Iteration 42Q: 3 clusters Score -1.469855e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163233 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14698563.000000 Penalty: 3903.476318
	Iteration 43Q: 3 clusters Score -1.469856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163256 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -14698556.000000 Penalty: 3903.476318
	Iteration 44Q: 3 clusters Score -1.469856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -14698563.000000 Penalty: 3903.476318
	Iteration 45Q: 3 clusters Score -1.469856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163305 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14698582.000000 Penalty: 3903.476318
	Iteration 46Q: 3 clusters Score -1.469858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14698596.000000 Penalty: 3903.476318
	Iteration 47Q: 3 clusters Score -1.46986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -14698593.000000 Penalty: 3903.476318
	Iteration 48Q: 3 clusters Score -1.469859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163353 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -14698602.000000 Penalty: 3903.476318
	Iteration 49Q: 3 clusters Score -1.46986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163357 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14698617.000000 Penalty: 3903.476318
	Iteration 50Q: 3 clusters Score -1.469862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163364 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -14698615.000000 Penalty: 3903.476318
	Iteration 51Q: 3 clusters Score -1.469862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163369 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14698621.000000 Penalty: 3903.476318
	Iteration 52Q: 3 clusters Score -1.469862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163376 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14698621.000000 Penalty: 3903.476318
	Iteration 53Q: 3 clusters Score -1.469862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -14698632.000000 Penalty: 3903.476318
	Iteration 54Q: 3 clusters Score -1.469863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -14698647.000000 Penalty: 3903.476318
	Iteration 55Q: 3 clusters Score -1.469865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163398 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14698643.000000 Penalty: 3903.476318
	Iteration 56Q: 3 clusters Score -1.469864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163402 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14698641.000000 Penalty: 3903.476318
	Iteration 57Q: 3 clusters Score -1.469864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14698647.000000 Penalty: 3903.476318
	Iteration 58Q: 3 clusters Score -1.469865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163412 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -14698633.000000 Penalty: 3903.476318
	Iteration 59Q: 3 clusters Score -1.469863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -14698640.000000 Penalty: 3903.476318
	Iteration 60F: 3 clusters Score -1.469864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14698641.000000 Penalty: 3903.476318
	Iteration 61Q: 3 clusters Score -1.469864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -14698648.000000 Penalty: 3903.476318
	Iteration 62Q: 3 clusters Score -1.469865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -14698643.000000 Penalty: 3903.476318
	Iteration 63Q: 3 clusters Score -1.469864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -14698641.000000 Penalty: 3903.476318
	Iteration 64Q: 3 clusters Score -1.469864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -14698643.000000 Penalty: 3903.476318
	Iteration 65Q: 3 clusters Score -1.469864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -14698645.000000 Penalty: 3903.476318
	Iteration 66Q: 3 clusters Score -1.469864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163425 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14698650.000000 Penalty: 3903.476318
	Iteration 67Q: 3 clusters Score -1.469865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163426 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -14698641.000000 Penalty: 3903.476318
	Iteration 68Q: 3 clusters Score -1.469864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163426 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -14698641.000000 Penalty: 3903.476318
	Iteration 69F: 3 clusters Score -1.469864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -196326.500000 Penalty: 1254.575073
	Iteration 0F: 2 clusters Score -196326.5 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 1145 members 
Entering Unmasked Estep 
Score: -194056.890625 Penalty: 2509.150146
	Iteration 0F: 3 clusters Score -194056.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -194627.000000 Penalty: 2509.150146
	Iteration 1F: 3 clusters Score -194627 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -194814.812500 Penalty: 2509.150146
	Iteration 2F: 3 clusters Score -194814.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -194952.296875 Penalty: 2509.150146
	Iteration 3F: 3 clusters Score -194952.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -195075.859375 Penalty: 2509.150146
	Iteration 4Q: 3 clusters Score -195075.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -195214.187500 Penalty: 2509.150146
	Iteration 5Q: 3 clusters Score -195214.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -195301.562500 Penalty: 2509.150146
	Iteration 6Q: 3 clusters Score -195301.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -195361.765625 Penalty: 2509.150146
	Iteration 7Q: 3 clusters Score -195361.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -195406.234375 Penalty: 2509.150146
	Iteration 8Q: 3 clusters Score -195406.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -195440.546875 Penalty: 2509.150146
	Iteration 9Q: 3 clusters Score -195440.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -195471.562500 Penalty: 2509.150146
	Iteration 10Q: 3 clusters Score -195471.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -195497.531250 Penalty: 2509.150146
	Iteration 11Q: 3 clusters Score -195497.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195519.453125 Penalty: 2509.150146
	Iteration 12Q: 3 clusters Score -195519.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -195538.359375 Penalty: 2509.150146
	Iteration 13Q: 3 clusters Score -195538.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -195547.875000 Penalty: 2509.150146
	Iteration 14Q: 3 clusters Score -195547.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -195556.734375 Penalty: 2509.150146
	Iteration 15Q: 3 clusters Score -195556.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -195567.156250 Penalty: 2509.150146
	Iteration 16Q: 3 clusters Score -195567.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -195573.515625 Penalty: 2509.150146
	Iteration 17Q: 3 clusters Score -195573.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -195578.046875 Penalty: 2509.150146
	Iteration 18Q: 3 clusters Score -195578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -195584.234375 Penalty: 2509.150146
	Iteration 19Q: 3 clusters Score -195584.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -195590.390625 Penalty: 2509.150146
	Iteration 20F: 3 clusters Score -195590.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -195596.390625 Penalty: 2509.150146
	Iteration 21Q: 3 clusters Score -195596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -195600.093750 Penalty: 2509.150146
	Iteration 22Q: 3 clusters Score -195600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -195603.671875 Penalty: 2509.150146
	Iteration 23Q: 3 clusters Score -195603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -195607.296875 Penalty: 2509.150146
	Iteration 24Q: 3 clusters Score -195607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -195611.171875 Penalty: 2509.150146
	Iteration 25Q: 3 clusters Score -195611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195614.156250 Penalty: 2509.150146
	Iteration 26Q: 3 clusters Score -195614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195617.234375 Penalty: 2509.150146
	Iteration 27Q: 3 clusters Score -195617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -195619.468750 Penalty: 2509.150146
	Iteration 28Q: 3 clusters Score -195619.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195621.843750 Penalty: 2509.150146
	Iteration 29Q: 3 clusters Score -195621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195623.140625 Penalty: 2509.150146
	Iteration 30Q: 3 clusters Score -195623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -195624.046875 Penalty: 2509.150146
	Iteration 31Q: 3 clusters Score -195624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -195625.234375 Penalty: 2509.150146
	Iteration 32Q: 3 clusters Score -195625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -195626.312500 Penalty: 2509.150146
	Iteration 33Q: 3 clusters Score -195626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -195626.828125 Penalty: 2509.150146
	Iteration 34Q: 3 clusters Score -195626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195627.625000 Penalty: 2509.150146
	Iteration 35Q: 3 clusters Score -195627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -195628.500000 Penalty: 2509.150146
	Iteration 36Q: 3 clusters Score -195628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -195631.156250 Penalty: 2509.150146
	Iteration 37Q: 3 clusters Score -195631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -195632.734375 Penalty: 2509.150146
	Iteration 38Q: 3 clusters Score -195632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -195633.859375 Penalty: 2509.150146
	Iteration 39Q: 3 clusters Score -195633.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -195633.859375 Penalty: 2509.150146
	Iteration 40F: 3 clusters Score -195633.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -193770.765625 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -193770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -191578.671875 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -191578.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -192089.937500 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -192089.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -192235.984375 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -192236 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -192350.656250 Penalty: 2493.797363
	Iteration 3F: 3 clusters Score -192350.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -192434.359375 Penalty: 2493.797363
	Iteration 4F: 3 clusters Score -192434.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -192476.828125 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -192476.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -192504.625000 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -192504.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -192528.296875 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -192528.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -192543.437500 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -192543.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -192556.281250 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -192556.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -192563.359375 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -192563.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -192569.828125 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -192569.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -192576.671875 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -192576.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -192584.218750 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -192584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -192588.843750 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -192588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -192592.531250 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -192592.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -192597.281250 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -192597.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -192599.906250 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -192599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -192604.171875 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -192604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -192609.359375 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -192609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -192614.312500 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -192614.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -192618.984375 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -192619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -192625.890625 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -192625.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -192630.937500 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -192630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -192634.828125 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -192634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -192637.296875 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -192637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -192642.906250 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -192642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -192647.281250 Penalty: 2493.797363
	Iteration 27Q: 3 clusters Score -192647.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -192654.625000 Penalty: 2493.797363
	Iteration 28Q: 3 clusters Score -192654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -192658.875000 Penalty: 2493.797363
	Iteration 29Q: 3 clusters Score -192658.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -192665.015625 Penalty: 2493.797363
	Iteration 30Q: 3 clusters Score -192665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -192670.140625 Penalty: 2493.797363
	Iteration 31Q: 3 clusters Score -192670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -192672.390625 Penalty: 2493.797363
	Iteration 32Q: 3 clusters Score -192672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -192673.718750 Penalty: 2493.797363
	Iteration 33Q: 3 clusters Score -192673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192673.906250 Penalty: 2493.797363
	Iteration 34Q: 3 clusters Score -192673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -192673.906250 Penalty: 2493.797363
	Iteration 35F: 3 clusters Score -192673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Entering Unmasked Estep 
Score: -476438.906250 Penalty: 1407.178589
	Iteration 0F: 2 clusters Score -476438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -471961.562500 Penalty: 2814.357178
	Iteration 0F: 3 clusters Score -471961.6 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -473260.093750 Penalty: 2814.357178
	Iteration 1F: 3 clusters Score -473260.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -473526.437500 Penalty: 2814.357178
	Iteration 2F: 3 clusters Score -473526.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -473765.437500 Penalty: 2814.357178
	Iteration 3F: 3 clusters Score -473765.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -473964.625000 Penalty: 2814.357178
	Iteration 4F: 3 clusters Score -473964.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -474130.625000 Penalty: 2814.357178
	Iteration 5Q: 3 clusters Score -474130.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -474282.843750 Penalty: 2814.357178
	Iteration 6Q: 3 clusters Score -474282.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -474420.593750 Penalty: 2814.357178
	Iteration 7Q: 3 clusters Score -474420.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -474558.375000 Penalty: 2814.357178
	Iteration 8Q: 3 clusters Score -474558.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -474681.625000 Penalty: 2814.357178
	Iteration 9Q: 3 clusters Score -474681.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -474812.343750 Penalty: 2814.357178
	Iteration 10Q: 3 clusters Score -474812.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -474924.750000 Penalty: 2814.357178
	Iteration 11Q: 3 clusters Score -474924.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -475003.812500 Penalty: 2814.357178
	Iteration 12Q: 3 clusters Score -475003.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -475063.781250 Penalty: 2814.357178
	Iteration 13Q: 3 clusters Score -475063.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -475105.218750 Penalty: 2814.357178
	Iteration 14Q: 3 clusters Score -475105.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -475135.562500 Penalty: 2814.357178
	Iteration 15Q: 3 clusters Score -475135.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -475161.156250 Penalty: 2814.357178
	Iteration 16Q: 3 clusters Score -475161.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -475193.531250 Penalty: 2814.357178
	Iteration 17Q: 3 clusters Score -475193.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -475231.718750 Penalty: 2814.357178
	Iteration 18Q: 3 clusters Score -475231.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -475255.125000 Penalty: 2814.357178
	Iteration 19Q: 3 clusters Score -475255.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -475280.125000 Penalty: 2814.357178
	Iteration 20F: 3 clusters Score -475280.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -475295.875000 Penalty: 2814.357178
	Iteration 21Q: 3 clusters Score -475295.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -475310.781250 Penalty: 2814.357178
	Iteration 22Q: 3 clusters Score -475310.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -475322.531250 Penalty: 2814.357178
	Iteration 23Q: 3 clusters Score -475322.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -475331.875000 Penalty: 2814.357178
	Iteration 24Q: 3 clusters Score -475331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -475342.437500 Penalty: 2814.357178
	Iteration 25Q: 3 clusters Score -475342.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -475352.781250 Penalty: 2814.357178
	Iteration 26Q: 3 clusters Score -475352.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -475362.750000 Penalty: 2814.357178
	Iteration 27Q: 3 clusters Score -475362.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -475368.875000 Penalty: 2814.357178
	Iteration 28Q: 3 clusters Score -475368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -475371.125000 Penalty: 2814.357178
	Iteration 29Q: 3 clusters Score -475371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -475374.468750 Penalty: 2814.357178
	Iteration 30Q: 3 clusters Score -475374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -475377.437500 Penalty: 2814.357178
	Iteration 31Q: 3 clusters Score -475377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -475380.218750 Penalty: 2814.357178
	Iteration 32Q: 3 clusters Score -475380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -475382.375000 Penalty: 2814.357178
	Iteration 33Q: 3 clusters Score -475382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -475384.281250 Penalty: 2814.357178
	Iteration 34Q: 3 clusters Score -475384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -475384.437500 Penalty: 2814.357178
	Iteration 35Q: 3 clusters Score -475384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -475385.250000 Penalty: 2814.357178
	Iteration 36Q: 3 clusters Score -475385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -475385.781250 Penalty: 2814.357178
	Iteration 37Q: 3 clusters Score -475385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -475385.781250 Penalty: 2814.357178
	Iteration 38F: 3 clusters Score -475385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -463276.125000 Penalty: 1392.590210
	Iteration 0F: 2 clusters Score -463276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -459123.687500 Penalty: 2785.180420
	Iteration 0F: 3 clusters Score -459123.7 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -460341.875000 Penalty: 2785.180420
	Iteration 1F: 3 clusters Score -460341.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -460659.812500 Penalty: 2785.180420
	Iteration 2F: 3 clusters Score -460659.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -460981.531250 Penalty: 2785.180420
	Iteration 3F: 3 clusters Score -460981.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -461250.937500 Penalty: 2785.180420
	Iteration 4F: 3 clusters Score -461250.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -461462.781250 Penalty: 2785.180420
	Iteration 5F: 3 clusters Score -461462.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -461652.406250 Penalty: 2785.180420
	Iteration 6Q: 3 clusters Score -461652.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -461863.843750 Penalty: 2785.180420
	Iteration 7Q: 3 clusters Score -461863.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -462036.250000 Penalty: 2785.180420
	Iteration 8Q: 3 clusters Score -462036.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -462202.375000 Penalty: 2785.180420
	Iteration 9Q: 3 clusters Score -462202.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -462326.500000 Penalty: 2785.180420
	Iteration 10Q: 3 clusters Score -462326.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -462396.781250 Penalty: 2785.180420
	Iteration 11Q: 3 clusters Score -462396.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -462433.468750 Penalty: 2785.180420
	Iteration 12Q: 3 clusters Score -462433.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -462451.625000 Penalty: 2785.180420
	Iteration 13Q: 3 clusters Score -462451.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -462469.375000 Penalty: 2785.180420
	Iteration 14Q: 3 clusters Score -462469.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -462477.125000 Penalty: 2785.180420
	Iteration 15Q: 3 clusters Score -462477.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -462484.750000 Penalty: 2785.180420
	Iteration 16Q: 3 clusters Score -462484.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -462496.500000 Penalty: 2785.180420
	Iteration 17Q: 3 clusters Score -462496.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -462505.125000 Penalty: 2785.180420
	Iteration 18Q: 3 clusters Score -462505.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -462517.562500 Penalty: 2785.180420
	Iteration 19Q: 3 clusters Score -462517.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -462532.656250 Penalty: 2785.180420
	Iteration 20F: 3 clusters Score -462532.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -462545.781250 Penalty: 2785.180420
	Iteration 21Q: 3 clusters Score -462545.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -462558.656250 Penalty: 2785.180420
	Iteration 22Q: 3 clusters Score -462558.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -462567.625000 Penalty: 2785.180420
	Iteration 23Q: 3 clusters Score -462567.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -462580.406250 Penalty: 2785.180420
	Iteration 24Q: 3 clusters Score -462580.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -462591.500000 Penalty: 2785.180420
	Iteration 25Q: 3 clusters Score -462591.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -462607.812500 Penalty: 2785.180420
	Iteration 26Q: 3 clusters Score -462607.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -462620.593750 Penalty: 2785.180420
	Iteration 27Q: 3 clusters Score -462620.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -462634.562500 Penalty: 2785.180420
	Iteration 28Q: 3 clusters Score -462634.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -462645.156250 Penalty: 2785.180420
	Iteration 29Q: 3 clusters Score -462645.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -462655.375000 Penalty: 2785.180420
	Iteration 30Q: 3 clusters Score -462655.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -462667.500000 Penalty: 2785.180420
	Iteration 31Q: 3 clusters Score -462667.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -462674.750000 Penalty: 2785.180420
	Iteration 32Q: 3 clusters Score -462674.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -462684.531250 Penalty: 2785.180420
	Iteration 33Q: 3 clusters Score -462684.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -462692.906250 Penalty: 2785.180420
	Iteration 34Q: 3 clusters Score -462692.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -462702.312500 Penalty: 2785.180420
	Iteration 35Q: 3 clusters Score -462702.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -462709.031250 Penalty: 2785.180420
	Iteration 36Q: 3 clusters Score -462709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -462713.375000 Penalty: 2785.180420
	Iteration 37Q: 3 clusters Score -462713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -462720.625000 Penalty: 2785.180420
	Iteration 38Q: 3 clusters Score -462720.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -462728.312500 Penalty: 2785.180420
	Iteration 39Q: 3 clusters Score -462728.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -462735.687500 Penalty: 2785.180420
	Iteration 40F: 3 clusters Score -462735.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -462741.093750 Penalty: 2785.180420
	Iteration 41Q: 3 clusters Score -462741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -462744.062500 Penalty: 2785.180420
	Iteration 42Q: 3 clusters Score -462744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -462751.218750 Penalty: 2785.180420
	Iteration 43Q: 3 clusters Score -462751.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -462756.250000 Penalty: 2785.180420
	Iteration 44Q: 3 clusters Score -462756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -462760.156250 Penalty: 2785.180420
	Iteration 45Q: 3 clusters Score -462760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -462764.437500 Penalty: 2785.180420
	Iteration 46Q: 3 clusters Score -462764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -462765.906250 Penalty: 2785.180420
	Iteration 47Q: 3 clusters Score -462765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -462766.343750 Penalty: 2785.180420
	Iteration 48Q: 3 clusters Score -462766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -462766.750000 Penalty: 2785.180420
	Iteration 49Q: 3 clusters Score -462766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -462766.843750 Penalty: 2785.180420
	Iteration 50Q: 3 clusters Score -462766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -462766.750000 Penalty: 2785.180420
	Iteration 51Q: 3 clusters Score -462766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -462766.750000 Penalty: 2785.180420
	Iteration 52F: 3 clusters Score -462766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Entering Unmasked Estep 
Score: -405054.468750 Penalty: 1369.857178
	Iteration 0F: 2 clusters Score -405054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -401307.875000 Penalty: 2739.714355
	Iteration 0F: 3 clusters Score -401307.9 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -402441.937500 Penalty: 2739.714355
	Iteration 1F: 3 clusters Score -402441.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -402614.625000 Penalty: 2739.714355
	Iteration 2F: 3 clusters Score -402614.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -402732.187500 Penalty: 2739.714355
	Iteration 3Q: 3 clusters Score -402732.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -402820.375000 Penalty: 2739.714355
	Iteration 4Q: 3 clusters Score -402820.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -402902.687500 Penalty: 2739.714355
	Iteration 5Q: 3 clusters Score -402902.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -402964.250000 Penalty: 2739.714355
	Iteration 6Q: 3 clusters Score -402964.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -403023.125000 Penalty: 2739.714355
	Iteration 7Q: 3 clusters Score -403023.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -403089.500000 Penalty: 2739.714355
	Iteration 8Q: 3 clusters Score -403089.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -403161.625000 Penalty: 2739.714355
	Iteration 9Q: 3 clusters Score -403161.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -403237.562500 Penalty: 2739.714355
	Iteration 10Q: 3 clusters Score -403237.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -403330.656250 Penalty: 2739.714355
	Iteration 11Q: 3 clusters Score -403330.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -403426.968750 Penalty: 2739.714355
	Iteration 12Q: 3 clusters Score -403427 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -403520.343750 Penalty: 2739.714355
	Iteration 13Q: 3 clusters Score -403520.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -403615.250000 Penalty: 2739.714355
	Iteration 14Q: 3 clusters Score -403615.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -403698.531250 Penalty: 2739.714355
	Iteration 15Q: 3 clusters Score -403698.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -403759.812500 Penalty: 2739.714355
	Iteration 16Q: 3 clusters Score -403759.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -403800.250000 Penalty: 2739.714355
	Iteration 17Q: 3 clusters Score -403800.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -403833.968750 Penalty: 2739.714355
	Iteration 18Q: 3 clusters Score -403834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -403858.156250 Penalty: 2739.714355
	Iteration 19Q: 3 clusters Score -403858.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -403878.812500 Penalty: 2739.714355
	Iteration 20F: 3 clusters Score -403878.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -403896.250000 Penalty: 2739.714355
	Iteration 21Q: 3 clusters Score -403896.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -403913.343750 Penalty: 2739.714355
	Iteration 22Q: 3 clusters Score -403913.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -403930.843750 Penalty: 2739.714355
	Iteration 23Q: 3 clusters Score -403930.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -403955.875000 Penalty: 2739.714355
	Iteration 24Q: 3 clusters Score -403955.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -403968.218750 Penalty: 2739.714355
	Iteration 25Q: 3 clusters Score -403968.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -403978.656250 Penalty: 2739.714355
	Iteration 26Q: 3 clusters Score -403978.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -403988.218750 Penalty: 2739.714355
	Iteration 27Q: 3 clusters Score -403988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -403996.468750 Penalty: 2739.714355
	Iteration 28Q: 3 clusters Score -403996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -403999.937500 Penalty: 2739.714355
	Iteration 29Q: 3 clusters Score -403999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -404006.187500 Penalty: 2739.714355
	Iteration 30Q: 3 clusters Score -404006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -404012.531250 Penalty: 2739.714355
	Iteration 31Q: 3 clusters Score -404012.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -404019.531250 Penalty: 2739.714355
	Iteration 32Q: 3 clusters Score -404019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -404026.375000 Penalty: 2739.714355
	Iteration 33Q: 3 clusters Score -404026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -404031.937500 Penalty: 2739.714355
	Iteration 34Q: 3 clusters Score -404031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -404034.062500 Penalty: 2739.714355
	Iteration 35Q: 3 clusters Score -404034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -404034.375000 Penalty: 2739.714355
	Iteration 36Q: 3 clusters Score -404034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -404034.375000 Penalty: 2739.714355
	Iteration 37F: 3 clusters Score -404034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -211749.171875 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -211749.2 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 1199 members 
Entering Unmasked Estep 
Score: -209454.250000 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -209454.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -209968.375000 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -209968.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -210107.218750 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -210107.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -210188.750000 Penalty: 2523.947754
	Iteration 3Q: 3 clusters Score -210188.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -210267.156250 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -210267.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -210332.843750 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -210332.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -210388.953125 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -210389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -210442.750000 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -210442.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -210484.468750 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -210484.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -210523.562500 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -210523.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -210567.750000 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -210567.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -210618.250000 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -210618.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -210685.156250 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -210685.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -210752.640625 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -210752.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -210815.750000 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -210815.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -210876.093750 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -210876.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -210953.296875 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -210953.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -211040.046875 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -211040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -211118.046875 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -211118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -211199.343750 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -211199.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -211253.625000 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -211253.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -211289.671875 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -211289.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -211309.093750 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -211309.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -211322.328125 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -211322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -211328.968750 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -211329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -211331.500000 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -211331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -211332.500000 Penalty: 2523.947754
	Iteration 26Q: 3 clusters Score -211332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -211334.421875 Penalty: 2523.947754
	Iteration 27Q: 3 clusters Score -211334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -211336.375000 Penalty: 2523.947754
	Iteration 28Q: 3 clusters Score -211336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -211337.015625 Penalty: 2523.947754
	Iteration 29Q: 3 clusters Score -211337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -211341.875000 Penalty: 2523.947754
	Iteration 30Q: 3 clusters Score -211341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -211343.281250 Penalty: 2523.947754
	Iteration 31Q: 3 clusters Score -211343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -211344.296875 Penalty: 2523.947754
	Iteration 32Q: 3 clusters Score -211344.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -211344.296875 Penalty: 2523.947754
	Iteration 33F: 3 clusters Score -211344.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Entering Unmasked Estep 
Score: -6782736.000000 Penalty: 1816.513306
	Iteration 0F: 2 clusters Score -6782736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -6734893.500000 Penalty: 3633.026611
	Iteration 0F: 3 clusters Score -6734894 nChanged 33828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -6754327.500000 Penalty: 3633.026611
	Iteration 1F: 3 clusters Score -6754328 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -6755241.000000 Penalty: 3633.026611
	Iteration 2Q: 3 clusters Score -6755241 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6756901.000000 Penalty: 3633.026611
	Iteration 3Q: 3 clusters Score -6756901 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -6759612.500000 Penalty: 3633.026611
	Iteration 4F: 3 clusters Score -6759612 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -6764383.000000 Penalty: 3633.026611
	Iteration 5F: 3 clusters Score -6764383 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -6771026.000000 Penalty: 3633.026611
	Iteration 6F: 3 clusters Score -6771026 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -6776885.000000 Penalty: 3633.026611
	Iteration 7F: 3 clusters Score -6776885 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -6779706.000000 Penalty: 3633.026611
	Iteration 8Q: 3 clusters Score -6779706 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -6780642.500000 Penalty: 3633.026611
	Iteration 9Q: 3 clusters Score -6780642 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -6780899.000000 Penalty: 3633.026611
	Iteration 10Q: 3 clusters Score -6780899 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -6781005.500000 Penalty: 3633.026611
	Iteration 11Q: 3 clusters Score -6781006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -6781037.500000 Penalty: 3633.026611
	Iteration 12Q: 3 clusters Score -6781038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -6781066.000000 Penalty: 3633.026611
	Iteration 13Q: 3 clusters Score -6781066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -6781099.000000 Penalty: 3633.026611
	Iteration 14Q: 3 clusters Score -6781099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -6781113.500000 Penalty: 3633.026611
	Iteration 15Q: 3 clusters Score -6781114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -6781120.500000 Penalty: 3633.026611
	Iteration 16Q: 3 clusters Score -6781120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -6781120.000000 Penalty: 3633.026611
	Iteration 17Q: 3 clusters Score -6781120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -6781122.000000 Penalty: 3633.026611
	Iteration 18Q: 3 clusters Score -6781122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -6781123.500000 Penalty: 3633.026611
	Iteration 19Q: 3 clusters Score -6781124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -6781119.500000 Penalty: 3633.026611
	Iteration 20F: 3 clusters Score -6781120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -139320.796875 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -139320.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137435.015625 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -137435 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -137783.921875 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -137783.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -137882.140625 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -137882.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -137940.843750 Penalty: 2416.133789
	Iteration 3Q: 3 clusters Score -137940.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -137979.109375 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -137979.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -138010.671875 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -138010.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -138025.656250 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -138025.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -138032.843750 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -138032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -138041.875000 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -138041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138046.312500 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -138046.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -138051.812500 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -138051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138056.875000 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -138056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -138059.296875 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -138059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -138062.546875 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -138062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -138063.687500 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -138063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138063.796875 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -138063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138063.796875 Penalty: 2416.133789
	Iteration 16F: 3 clusters Score -138063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -260623.500000 Penalty: 1285.172607
	Iteration 0F: 2 clusters Score -260623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258053.625000 Penalty: 2570.345215
	Iteration 0F: 3 clusters Score -258053.6 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -258609.375000 Penalty: 2570.345215
	Iteration 1F: 3 clusters Score -258609.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -258738.703125 Penalty: 2570.345215
	Iteration 2F: 3 clusters Score -258738.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -258824.390625 Penalty: 2570.345215
	Iteration 3Q: 3 clusters Score -258824.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -258897.750000 Penalty: 2570.345215
	Iteration 4Q: 3 clusters Score -258897.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258940.734375 Penalty: 2570.345215
	Iteration 5Q: 3 clusters Score -258940.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258977.625000 Penalty: 2570.345215
	Iteration 6Q: 3 clusters Score -258977.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259011.796875 Penalty: 2570.345215
	Iteration 7Q: 3 clusters Score -259011.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -259040.140625 Penalty: 2570.345215
	Iteration 8Q: 3 clusters Score -259040.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -259068.031250 Penalty: 2570.345215
	Iteration 9Q: 3 clusters Score -259068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -259088.687500 Penalty: 2570.345215
	Iteration 10Q: 3 clusters Score -259088.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -259108.343750 Penalty: 2570.345215
	Iteration 11Q: 3 clusters Score -259108.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -259122.046875 Penalty: 2570.345215
	Iteration 12Q: 3 clusters Score -259122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -259128.937500 Penalty: 2570.345215
	Iteration 13Q: 3 clusters Score -259128.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -259136.890625 Penalty: 2570.345215
	Iteration 14Q: 3 clusters Score -259136.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -259141.968750 Penalty: 2570.345215
	Iteration 15Q: 3 clusters Score -259142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -259147.968750 Penalty: 2570.345215
	Iteration 16Q: 3 clusters Score -259148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -259154.531250 Penalty: 2570.345215
	Iteration 17Q: 3 clusters Score -259154.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -259162.593750 Penalty: 2570.345215
	Iteration 18Q: 3 clusters Score -259162.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -259171.796875 Penalty: 2570.345215
	Iteration 19Q: 3 clusters Score -259171.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -259178.093750 Penalty: 2570.345215
	Iteration 20F: 3 clusters Score -259178.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -259185.015625 Penalty: 2570.345215
	Iteration 21Q: 3 clusters Score -259185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -259190.031250 Penalty: 2570.345215
	Iteration 22Q: 3 clusters Score -259190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -259197.265625 Penalty: 2570.345215
	Iteration 23Q: 3 clusters Score -259197.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -259208.218750 Penalty: 2570.345215
	Iteration 24Q: 3 clusters Score -259208.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -259218.281250 Penalty: 2570.345215
	Iteration 25Q: 3 clusters Score -259218.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -259228.875000 Penalty: 2570.345215
	Iteration 26Q: 3 clusters Score -259228.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -259237.921875 Penalty: 2570.345215
	Iteration 27Q: 3 clusters Score -259237.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -259245.875000 Penalty: 2570.345215
	Iteration 28Q: 3 clusters Score -259245.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -259254.546875 Penalty: 2570.345215
	Iteration 29Q: 3 clusters Score -259254.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -259267.500000 Penalty: 2570.345215
	Iteration 30Q: 3 clusters Score -259267.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -259281.875000 Penalty: 2570.345215
	Iteration 31Q: 3 clusters Score -259281.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -259292.140625 Penalty: 2570.345215
	Iteration 32Q: 3 clusters Score -259292.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -259300.203125 Penalty: 2570.345215
	Iteration 33Q: 3 clusters Score -259300.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -259311.703125 Penalty: 2570.345215
	Iteration 34Q: 3 clusters Score -259311.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -259321.859375 Penalty: 2570.345215
	Iteration 35Q: 3 clusters Score -259321.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -259333.468750 Penalty: 2570.345215
	Iteration 36Q: 3 clusters Score -259333.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -259351.109375 Penalty: 2570.345215
	Iteration 37Q: 3 clusters Score -259351.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -259364.281250 Penalty: 2570.345215
	Iteration 38Q: 3 clusters Score -259364.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -259378.640625 Penalty: 2570.345215
	Iteration 39Q: 3 clusters Score -259378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -259391.828125 Penalty: 2570.345215
	Iteration 40F: 3 clusters Score -259391.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -259407.906250 Penalty: 2570.345215
	Iteration 41Q: 3 clusters Score -259407.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -259420.453125 Penalty: 2570.345215
	Iteration 42Q: 3 clusters Score -259420.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -259434.156250 Penalty: 2570.345215
	Iteration 43Q: 3 clusters Score -259434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -259441.671875 Penalty: 2570.345215
	Iteration 44Q: 3 clusters Score -259441.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -259451.765625 Penalty: 2570.345215
	Iteration 45Q: 3 clusters Score -259451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -259456.312500 Penalty: 2570.345215
	Iteration 46Q: 3 clusters Score -259456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -259459.968750 Penalty: 2570.345215
	Iteration 47Q: 3 clusters Score -259460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -259468.343750 Penalty: 2570.345215
	Iteration 48Q: 3 clusters Score -259468.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -259474.968750 Penalty: 2570.345215
	Iteration 49Q: 3 clusters Score -259475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -259477.484375 Penalty: 2570.345215
	Iteration 50Q: 3 clusters Score -259477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -259477.750000 Penalty: 2570.345215
	Iteration 51Q: 3 clusters Score -259477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -259477.750000 Penalty: 2570.345215
	Iteration 52F: 3 clusters Score -259477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Entering Unmasked Estep 
Score: -1272644.875000 Penalty: 1545.001343
	Iteration 0F: 2 clusters Score -1272645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1263259.625000 Penalty: 3090.002686
	Iteration 0F: 3 clusters Score -1263260 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1266452.375000 Penalty: 3090.002686
	Iteration 1F: 3 clusters Score -1266452 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1266683.750000 Penalty: 3090.002686
	Iteration 2Q: 3 clusters Score -1266684 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1266869.000000 Penalty: 3090.002686
	Iteration 3Q: 3 clusters Score -1266869 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1267028.750000 Penalty: 3090.002686
	Iteration 4Q: 3 clusters Score -1267029 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1267227.500000 Penalty: 3090.002686
	Iteration 5Q: 3 clusters Score -1267228 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1267503.750000 Penalty: 3090.002686
	Iteration 6Q: 3 clusters Score -1267504 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1267891.125000 Penalty: 3090.002686
	Iteration 7Q: 3 clusters Score -1267891 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1268377.750000 Penalty: 3090.002686
	Iteration 8F: 3 clusters Score -1268378 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1268984.000000 Penalty: 3090.002686
	Iteration 9F: 3 clusters Score -1268984 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1269608.625000 Penalty: 3090.002686
	Iteration 10F: 3 clusters Score -1269609 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1270172.625000 Penalty: 3090.002686
	Iteration 11F: 3 clusters Score -1270173 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1270586.625000 Penalty: 3090.002686
	Iteration 12Q: 3 clusters Score -1270587 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1270860.500000 Penalty: 3090.002686
	Iteration 13Q: 3 clusters Score -1270860 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1271037.375000 Penalty: 3090.002686
	Iteration 14Q: 3 clusters Score -1271037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1271155.625000 Penalty: 3090.002686
	Iteration 15Q: 3 clusters Score -1271156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1271211.375000 Penalty: 3090.002686
	Iteration 16Q: 3 clusters Score -1271211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1271248.000000 Penalty: 3090.002686
	Iteration 17Q: 3 clusters Score -1271248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1271263.500000 Penalty: 3090.002686
	Iteration 18Q: 3 clusters Score -1271264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1271283.375000 Penalty: 3090.002686
	Iteration 19Q: 3 clusters Score -1271283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1271306.000000 Penalty: 3090.002686
	Iteration 20F: 3 clusters Score -1271306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1271315.625000 Penalty: 3090.002686
	Iteration 21Q: 3 clusters Score -1271316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1271322.875000 Penalty: 3090.002686
	Iteration 22Q: 3 clusters Score -1271323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1271326.250000 Penalty: 3090.002686
	Iteration 23Q: 3 clusters Score -1271326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1271329.125000 Penalty: 3090.002686
	Iteration 24Q: 3 clusters Score -1271329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1271329.125000 Penalty: 3090.002686
	Iteration 25F: 3 clusters Score -1271329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -304782.031250 Penalty: 1325.199707
	Iteration 0F: 2 clusters Score -304782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -301759.281250 Penalty: 2650.399414
	Iteration 0F: 3 clusters Score -301759.3 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -302461.187500 Penalty: 2650.399414
	Iteration 1F: 3 clusters Score -302461.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -302598.875000 Penalty: 2650.399414
	Iteration 2F: 3 clusters Score -302598.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -302703.343750 Penalty: 2650.399414
	Iteration 3F: 3 clusters Score -302703.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -302787.812500 Penalty: 2650.399414
	Iteration 4Q: 3 clusters Score -302787.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -302844.593750 Penalty: 2650.399414
	Iteration 5Q: 3 clusters Score -302844.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -302877.593750 Penalty: 2650.399414
	Iteration 6Q: 3 clusters Score -302877.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -302900.812500 Penalty: 2650.399414
	Iteration 7Q: 3 clusters Score -302900.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -302916.250000 Penalty: 2650.399414
	Iteration 8Q: 3 clusters Score -302916.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -302931.687500 Penalty: 2650.399414
	Iteration 9Q: 3 clusters Score -302931.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -302945.500000 Penalty: 2650.399414
	Iteration 10Q: 3 clusters Score -302945.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -302956.687500 Penalty: 2650.399414
	Iteration 11Q: 3 clusters Score -302956.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -302963.187500 Penalty: 2650.399414
	Iteration 12Q: 3 clusters Score -302963.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -302971.031250 Penalty: 2650.399414
	Iteration 13Q: 3 clusters Score -302971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -302982.968750 Penalty: 2650.399414
	Iteration 14Q: 3 clusters Score -302983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -302997.250000 Penalty: 2650.399414
	Iteration 15Q: 3 clusters Score -302997.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -303005.875000 Penalty: 2650.399414
	Iteration 16Q: 3 clusters Score -303005.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -303015.812500 Penalty: 2650.399414
	Iteration 17Q: 3 clusters Score -303015.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -303024.687500 Penalty: 2650.399414
	Iteration 18Q: 3 clusters Score -303024.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -303030.281250 Penalty: 2650.399414
	Iteration 19Q: 3 clusters Score -303030.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -303034.750000 Penalty: 2650.399414
	Iteration 20F: 3 clusters Score -303034.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -303038.625000 Penalty: 2650.399414
	Iteration 21Q: 3 clusters Score -303038.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -303045.781250 Penalty: 2650.399414
	Iteration 22Q: 3 clusters Score -303045.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -303055.437500 Penalty: 2650.399414
	Iteration 23Q: 3 clusters Score -303055.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -303067.062500 Penalty: 2650.399414
	Iteration 24Q: 3 clusters Score -303067.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -303083.531250 Penalty: 2650.399414
	Iteration 25Q: 3 clusters Score -303083.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -303103.687500 Penalty: 2650.399414
	Iteration 26Q: 3 clusters Score -303103.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -303124.875000 Penalty: 2650.399414
	Iteration 27Q: 3 clusters Score -303124.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -303138.625000 Penalty: 2650.399414
	Iteration 28Q: 3 clusters Score -303138.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -303152.250000 Penalty: 2650.399414
	Iteration 29Q: 3 clusters Score -303152.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -303166.437500 Penalty: 2650.399414
	Iteration 30Q: 3 clusters Score -303166.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -303188.187500 Penalty: 2650.399414
	Iteration 31Q: 3 clusters Score -303188.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -303219.875000 Penalty: 2650.399414
	Iteration 32Q: 3 clusters Score -303219.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -303246.343750 Penalty: 2650.399414
	Iteration 33Q: 3 clusters Score -303246.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -303273.343750 Penalty: 2650.399414
	Iteration 34Q: 3 clusters Score -303273.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -303301.156250 Penalty: 2650.399414
	Iteration 35Q: 3 clusters Score -303301.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -303327.250000 Penalty: 2650.399414
	Iteration 36Q: 3 clusters Score -303327.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -303350.437500 Penalty: 2650.399414
	Iteration 37Q: 3 clusters Score -303350.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -303365.718750 Penalty: 2650.399414
	Iteration 38Q: 3 clusters Score -303365.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -303384.437500 Penalty: 2650.399414
	Iteration 39Q: 3 clusters Score -303384.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -303404.156250 Penalty: 2650.399414
	Iteration 40F: 3 clusters Score -303404.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -303421.875000 Penalty: 2650.399414
	Iteration 41Q: 3 clusters Score -303421.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -303443.187500 Penalty: 2650.399414
	Iteration 42Q: 3 clusters Score -303443.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -303456.875000 Penalty: 2650.399414
	Iteration 43Q: 3 clusters Score -303456.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -303471.843750 Penalty: 2650.399414
	Iteration 44Q: 3 clusters Score -303471.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -303485.218750 Penalty: 2650.399414
	Iteration 45Q: 3 clusters Score -303485.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -303495.625000 Penalty: 2650.399414
	Iteration 46Q: 3 clusters Score -303495.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -303500.750000 Penalty: 2650.399414
	Iteration 47Q: 3 clusters Score -303500.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -303505.187500 Penalty: 2650.399414
	Iteration 48Q: 3 clusters Score -303505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -303509.531250 Penalty: 2650.399414
	Iteration 49Q: 3 clusters Score -303509.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -303514.031250 Penalty: 2650.399414
	Iteration 50Q: 3 clusters Score -303514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -303515.031250 Penalty: 2650.399414
	Iteration 51Q: 3 clusters Score -303515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -303518.062500 Penalty: 2650.399414
	Iteration 52Q: 3 clusters Score -303518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -303520.687500 Penalty: 2650.399414
	Iteration 53Q: 3 clusters Score -303520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -303524.000000 Penalty: 2650.399414
	Iteration 54Q: 3 clusters Score -303524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -303524.968750 Penalty: 2650.399414
	Iteration 55Q: 3 clusters Score -303525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -303525.218750 Penalty: 2650.399414
	Iteration 56Q: 3 clusters Score -303525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -303525.312500 Penalty: 2650.399414
	Iteration 57Q: 3 clusters Score -303525.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -303525.312500 Penalty: 2650.399414
	Iteration 58F: 3 clusters Score -303525.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (125673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Entering Unmasked Estep 
Score: -11853121.000000 Penalty: 1907.983765
	Iteration 0F: 2 clusters Score -1.185312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -11768676.000000 Penalty: 3815.967529
	Iteration 0F: 3 clusters Score -1.176868e+07 nChanged 60416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -11803981.000000 Penalty: 3815.967529
	Iteration 1F: 3 clusters Score -1.180398e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -11805121.000000 Penalty: 3815.967529
	Iteration 2Q: 3 clusters Score -1.180512e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -11806788.000000 Penalty: 3815.967529
	Iteration 3Q: 3 clusters Score -1.180679e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -11809408.000000 Penalty: 3815.967529
	Iteration 4Q: 3 clusters Score -1.180941e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -11813532.000000 Penalty: 3815.967529
	Iteration 5F: 3 clusters Score -1.181353e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -11819548.000000 Penalty: 3815.967529
	Iteration 6F: 3 clusters Score -1.181955e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 94262 members 
Entering Unmasked Estep 
Score: -11826572.000000 Penalty: 3815.967529
	Iteration 7F: 3 clusters Score -1.182657e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -11833863.000000 Penalty: 3815.967529
	Iteration 8F: 3 clusters Score -1.183386e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 107794 members 
Entering Unmasked Estep 
Score: -11840153.000000 Penalty: 3815.967529
	Iteration 9F: 3 clusters Score -1.184015e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -11844762.000000 Penalty: 3815.967529
	Iteration 10Q: 3 clusters Score -1.184476e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -11847427.000000 Penalty: 3815.967529
	Iteration 11Q: 3 clusters Score -1.184743e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -11848514.000000 Penalty: 3815.967529
	Iteration 12Q: 3 clusters Score -1.184851e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 116113 members 
Entering Unmasked Estep 
Score: -11849166.000000 Penalty: 3815.967529
	Iteration 13Q: 3 clusters Score -1.184917e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -11849523.000000 Penalty: 3815.967529
	Iteration 14Q: 3 clusters Score -1.184952e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 117399 members 
Entering Unmasked Estep 
Score: -11849790.000000 Penalty: 3815.967529
	Iteration 15Q: 3 clusters Score -1.184979e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -11849987.000000 Penalty: 3815.967529
	Iteration 16Q: 3 clusters Score -1.184999e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 118345 members 
Entering Unmasked Estep 
Score: -11850111.000000 Penalty: 3815.967529
	Iteration 17Q: 3 clusters Score -1.185011e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 118733 members 
Entering Unmasked Estep 
Score: -11850287.000000 Penalty: 3815.967529
	Iteration 18Q: 3 clusters Score -1.185029e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 119106 members 
Entering Unmasked Estep 
Score: -11850401.000000 Penalty: 3815.967529
	Iteration 19Q: 3 clusters Score -1.18504e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -11850521.000000 Penalty: 3815.967529
	Iteration 20F: 3 clusters Score -1.185052e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 119780 members 
Entering Unmasked Estep 
Score: -11850646.000000 Penalty: 3815.967529
	Iteration 21Q: 3 clusters Score -1.185065e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 120096 members 
Entering Unmasked Estep 
Score: -11850761.000000 Penalty: 3815.967529
	Iteration 22Q: 3 clusters Score -1.185076e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 120409 members 
Entering Unmasked Estep 
Score: -11850889.000000 Penalty: 3815.967529
	Iteration 23Q: 3 clusters Score -1.185089e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -11851013.000000 Penalty: 3815.967529
	Iteration 24Q: 3 clusters Score -1.185101e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 120949 members 
Entering Unmasked Estep 
Score: -11851064.000000 Penalty: 3815.967529
	Iteration 25Q: 3 clusters Score -1.185106e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 121139 members 
Entering Unmasked Estep 
Score: -11851114.000000 Penalty: 3815.967529
	Iteration 26Q: 3 clusters Score -1.185111e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 121304 members 
Entering Unmasked Estep 
Score: -11851179.000000 Penalty: 3815.967529
	Iteration 27Q: 3 clusters Score -1.185118e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -11851272.000000 Penalty: 3815.967529
	Iteration 28Q: 3 clusters Score -1.185127e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -11851301.000000 Penalty: 3815.967529
	Iteration 29Q: 3 clusters Score -1.18513e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 121652 members 
Entering Unmasked Estep 
Score: -11851338.000000 Penalty: 3815.967529
	Iteration 30Q: 3 clusters Score -1.185134e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 121762 members 
Entering Unmasked Estep 
Score: -11851386.000000 Penalty: 3815.967529
	Iteration 31Q: 3 clusters Score -1.185139e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -11851389.000000 Penalty: 3815.967529
	Iteration 32Q: 3 clusters Score -1.185139e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -11851446.000000 Penalty: 3815.967529
	Iteration 33Q: 3 clusters Score -1.185145e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 122030 members 
Entering Unmasked Estep 
Score: -11851478.000000 Penalty: 3815.967529
	Iteration 34Q: 3 clusters Score -1.185148e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 122089 members 
Entering Unmasked Estep 
Score: -11851493.000000 Penalty: 3815.967529
	Iteration 35Q: 3 clusters Score -1.185149e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 122137 members 
Entering Unmasked Estep 
Score: -11851499.000000 Penalty: 3815.967529
	Iteration 36Q: 3 clusters Score -1.18515e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 122173 members 
Entering Unmasked Estep 
Score: -11851497.000000 Penalty: 3815.967529
	Iteration 37Q: 3 clusters Score -1.18515e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 122216 members 
Entering Unmasked Estep 
Score: -11851498.000000 Penalty: 3815.967529
	Iteration 38Q: 3 clusters Score -1.18515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 122257 members 
Entering Unmasked Estep 
Score: -11851500.000000 Penalty: 3815.967529
	Iteration 39Q: 3 clusters Score -1.18515e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -11851524.000000 Penalty: 3815.967529
	Iteration 40F: 3 clusters Score -1.185152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 122336 members 
Entering Unmasked Estep 
Score: -11851516.000000 Penalty: 3815.967529
	Iteration 41Q: 3 clusters Score -1.185152e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -11851525.000000 Penalty: 3815.967529
	Iteration 42Q: 3 clusters Score -1.185152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 122408 members 
Entering Unmasked Estep 
Score: -11851528.000000 Penalty: 3815.967529
	Iteration 43Q: 3 clusters Score -1.185153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 122435 members 
Entering Unmasked Estep 
Score: -11851530.000000 Penalty: 3815.967529
	Iteration 44Q: 3 clusters Score -1.185153e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 122471 members 
Entering Unmasked Estep 
Score: -11851538.000000 Penalty: 3815.967529
	Iteration 45Q: 3 clusters Score -1.185154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -11851550.000000 Penalty: 3815.967529
	Iteration 46Q: 3 clusters Score -1.185155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 122523 members 
Entering Unmasked Estep 
Score: -11851554.000000 Penalty: 3815.967529
	Iteration 47Q: 3 clusters Score -1.185155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 122543 members 
Entering Unmasked Estep 
Score: -11851554.000000 Penalty: 3815.967529
	Iteration 48Q: 3 clusters Score -1.185155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 122563 members 
Entering Unmasked Estep 
Score: -11851553.000000 Penalty: 3815.967529
	Iteration 49Q: 3 clusters Score -1.185155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 122585 members 
Entering Unmasked Estep 
Score: -11851556.000000 Penalty: 3815.967529
	Iteration 50Q: 3 clusters Score -1.185156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 122601 members 
Entering Unmasked Estep 
Score: -11851560.000000 Penalty: 3815.967529
	Iteration 51Q: 3 clusters Score -1.185156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 122620 members 
Entering Unmasked Estep 
Score: -11851559.000000 Penalty: 3815.967529
	Iteration 52Q: 3 clusters Score -1.185156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 122637 members 
Entering Unmasked Estep 
Score: -11851569.000000 Penalty: 3815.967529
	Iteration 53Q: 3 clusters Score -1.185157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 122651 members 
Entering Unmasked Estep 
Score: -11851575.000000 Penalty: 3815.967529
	Iteration 54Q: 3 clusters Score -1.185158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
Score: -11851578.000000 Penalty: 3815.967529
	Iteration 55Q: 3 clusters Score -1.185158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -11851581.000000 Penalty: 3815.967529
	Iteration 56Q: 3 clusters Score -1.185158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -11851580.000000 Penalty: 3815.967529
	Iteration 57Q: 3 clusters Score -1.185158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -11851580.000000 Penalty: 3815.967529
	Iteration 58Q: 3 clusters Score -1.185158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 122720 members 
Entering Unmasked Estep 
Score: -11851572.000000 Penalty: 3815.967529
	Iteration 59Q: 3 clusters Score -1.185157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -11851588.000000 Penalty: 3815.967529
	Iteration 60F: 3 clusters Score -1.185159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 122738 members 
Entering Unmasked Estep 
Score: -11851589.000000 Penalty: 3815.967529
	Iteration 61Q: 3 clusters Score -1.185159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 122747 members 
Entering Unmasked Estep 
Score: -11851594.000000 Penalty: 3815.967529
	Iteration 62Q: 3 clusters Score -1.185159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -11851591.000000 Penalty: 3815.967529
	Iteration 63Q: 3 clusters Score -1.185159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -11851578.000000 Penalty: 3815.967529
	Iteration 64Q: 3 clusters Score -1.185158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 122778 members 
Entering Unmasked Estep 
Score: -11851591.000000 Penalty: 3815.967529
	Iteration 65Q: 3 clusters Score -1.185159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 122788 members 
Entering Unmasked Estep 
Score: -11851588.000000 Penalty: 3815.967529
	Iteration 66Q: 3 clusters Score -1.185159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 122796 members 
Entering Unmasked Estep 
Score: -11851577.000000 Penalty: 3815.967529
	Iteration 67Q: 3 clusters Score -1.185158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 122801 members 
Entering Unmasked Estep 
Score: -11851586.000000 Penalty: 3815.967529
	Iteration 68Q: 3 clusters Score -1.185159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 122807 members 
Entering Unmasked Estep 
Score: -11851591.000000 Penalty: 3815.967529
	Iteration 69Q: 3 clusters Score -1.185159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 122812 members 
Entering Unmasked Estep 
Score: -11851588.000000 Penalty: 3815.967529
	Iteration 70Q: 3 clusters Score -1.185159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -11851590.000000 Penalty: 3815.967529
	Iteration 71Q: 3 clusters Score -1.185159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -11851588.000000 Penalty: 3815.967529
	Iteration 72Q: 3 clusters Score -1.185159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -11851593.000000 Penalty: 3815.967529
	Iteration 73Q: 3 clusters Score -1.185159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 122840 members 
Entering Unmasked Estep 
Score: -11851595.000000 Penalty: 3815.967529
	Iteration 74Q: 3 clusters Score -1.18516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 122851 members 
Entering Unmasked Estep 
Score: -11851591.000000 Penalty: 3815.967529
	Iteration 75Q: 3 clusters Score -1.185159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 122855 members 
Entering Unmasked Estep 
Score: -11851588.000000 Penalty: 3815.967529
	Iteration 76Q: 3 clusters Score -1.185159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 122859 members 
Entering Unmasked Estep 
Score: -11851584.000000 Penalty: 3815.967529
	Iteration 77Q: 3 clusters Score -1.185158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 122865 members 
Entering Unmasked Estep 
Score: -11851594.000000 Penalty: 3815.967529
	Iteration 78Q: 3 clusters Score -1.185159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 122869 members 
Entering Unmasked Estep 
Score: -11851585.000000 Penalty: 3815.967529
	Iteration 79Q: 3 clusters Score -1.185158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -11851582.000000 Penalty: 3815.967529
	Iteration 80F: 3 clusters Score -1.185158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -11851582.000000 Penalty: 3815.967529
	Iteration 81Q: 3 clusters Score -1.185158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -11851586.000000 Penalty: 3815.967529
	Iteration 82Q: 3 clusters Score -1.185159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -11851589.000000 Penalty: 3815.967529
	Iteration 83Q: 3 clusters Score -1.185159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
Score: -11851592.000000 Penalty: 3815.967529
	Iteration 84Q: 3 clusters Score -1.185159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 122884 members 
Entering Unmasked Estep 
Score: -11851582.000000 Penalty: 3815.967529
	Iteration 85Q: 3 clusters Score -1.185158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -11851583.000000 Penalty: 3815.967529
	Iteration 86Q: 3 clusters Score -1.185158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -11851583.000000 Penalty: 3815.967529
	Iteration 87F: 3 clusters Score -1.185158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Entering Unmasked Estep 
Score: -561385.937500 Penalty: 1417.366211
	Iteration 0F: 2 clusters Score -561385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -556693.375000 Penalty: 2834.732422
	Iteration 0F: 3 clusters Score -556693.4 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -558054.812500 Penalty: 2834.732422
	Iteration 1F: 3 clusters Score -558054.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -558247.750000 Penalty: 2834.732422
	Iteration 2F: 3 clusters Score -558247.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -558393.812500 Penalty: 2834.732422
	Iteration 3F: 3 clusters Score -558393.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -558519.625000 Penalty: 2834.732422
	Iteration 4Q: 3 clusters Score -558519.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -558628.750000 Penalty: 2834.732422
	Iteration 5Q: 3 clusters Score -558628.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -558746.562500 Penalty: 2834.732422
	Iteration 6Q: 3 clusters Score -558746.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -558869.937500 Penalty: 2834.732422
	Iteration 7Q: 3 clusters Score -558869.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -558994.250000 Penalty: 2834.732422
	Iteration 8Q: 3 clusters Score -558994.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -559123.250000 Penalty: 2834.732422
	Iteration 9Q: 3 clusters Score -559123.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -559256.875000 Penalty: 2834.732422
	Iteration 10Q: 3 clusters Score -559256.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -559411.875000 Penalty: 2834.732422
	Iteration 11Q: 3 clusters Score -559411.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -559549.250000 Penalty: 2834.732422
	Iteration 12Q: 3 clusters Score -559549.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -559686.250000 Penalty: 2834.732422
	Iteration 13Q: 3 clusters Score -559686.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -559789.250000 Penalty: 2834.732422
	Iteration 14Q: 3 clusters Score -559789.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -559868.062500 Penalty: 2834.732422
	Iteration 15Q: 3 clusters Score -559868.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -559921.312500 Penalty: 2834.732422
	Iteration 16Q: 3 clusters Score -559921.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -559970.125000 Penalty: 2834.732422
	Iteration 17Q: 3 clusters Score -559970.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -560002.187500 Penalty: 2834.732422
	Iteration 18Q: 3 clusters Score -560002.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -560033.562500 Penalty: 2834.732422
	Iteration 19Q: 3 clusters Score -560033.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -560062.562500 Penalty: 2834.732422
	Iteration 20F: 3 clusters Score -560062.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -560084.625000 Penalty: 2834.732422
	Iteration 21Q: 3 clusters Score -560084.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -560094.062500 Penalty: 2834.732422
	Iteration 22Q: 3 clusters Score -560094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -560106.187500 Penalty: 2834.732422
	Iteration 23Q: 3 clusters Score -560106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -560114.625000 Penalty: 2834.732422
	Iteration 24Q: 3 clusters Score -560114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -560117.937500 Penalty: 2834.732422
	Iteration 25Q: 3 clusters Score -560117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -560122.687500 Penalty: 2834.732422
	Iteration 26Q: 3 clusters Score -560122.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -560131.562500 Penalty: 2834.732422
	Iteration 27Q: 3 clusters Score -560131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -560139.125000 Penalty: 2834.732422
	Iteration 28Q: 3 clusters Score -560139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -560145.250000 Penalty: 2834.732422
	Iteration 29Q: 3 clusters Score -560145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -560149.625000 Penalty: 2834.732422
	Iteration 30Q: 3 clusters Score -560149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -560153.000000 Penalty: 2834.732422
	Iteration 31Q: 3 clusters Score -560153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -560156.375000 Penalty: 2834.732422
	Iteration 32Q: 3 clusters Score -560156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -560159.125000 Penalty: 2834.732422
	Iteration 33Q: 3 clusters Score -560159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -560161.875000 Penalty: 2834.732422
	Iteration 34Q: 3 clusters Score -560161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -560162.937500 Penalty: 2834.732422
	Iteration 35Q: 3 clusters Score -560162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -560162.937500 Penalty: 2834.732422
	Iteration 36F: 3 clusters Score -560162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 2613 members 
Mstep: Class 4 contains 47471 members 
Mstep: Class 5 contains 11603 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 41422 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5633 members 
Mstep: Class 13 contains 164505 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4582 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 71578 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13463 members 
Mstep: Class 25 contains 3481 members 
Mstep: Class 26 contains 125673 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592552.000000 Penalty: 56047.933594
Iteration 79Q: 27 clusters Score -5.159255e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 11576 members 
Mstep: Class 6 contains 17096 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 41422 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 164536 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 4584 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 71576 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13464 members 
Mstep: Class 25 contains 3500 members 
Mstep: Class 26 contains 125673 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592604.000000 Penalty: 56047.933594
Iteration 80F: 27 clusters Score -5.15926e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 47468 members 
Mstep: Class 5 contains 11538 members 
Mstep: Class 6 contains 17097 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 164573 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 5273 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71575 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3521 members 
Mstep: Class 26 contains 125670 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592588.000000 Penalty: 56047.933594
Iteration 81Q: 27 clusters Score -5.159259e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 47475 members 
Mstep: Class 5 contains 11507 members 
Mstep: Class 6 contains 17094 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 2115 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 164599 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 4584 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71572 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13466 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 26 contains 125669 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592596.000000 Penalty: 56047.933594
Iteration 82Q: 27 clusters Score -5.15926e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 47483 members 
Mstep: Class 5 contains 11472 members 
Mstep: Class 6 contains 17095 members 
Mstep: Class 7 contains 22334 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 41426 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 164624 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 4584 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71569 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13466 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 125669 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592640.000000 Penalty: 56047.933594
Iteration 83Q: 27 clusters Score -5.159264e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 47484 members 
Mstep: Class 5 contains 11428 members 
Mstep: Class 6 contains 17095 members 
Mstep: Class 7 contains 22335 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 41426 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 5632 members 
Mstep: Class 13 contains 164649 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71568 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13466 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 125668 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592540.000000 Penalty: 56047.933594
Iteration 84Q: 27 clusters Score -5.159254e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6412 members 
Mstep: Class 3 contains 2576 members 
Mstep: Class 4 contains 47484 members 
Mstep: Class 5 contains 11404 members 
Mstep: Class 6 contains 17095 members 
Mstep: Class 7 contains 22334 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 5631 members 
Mstep: Class 13 contains 164679 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 19 contains 4586 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 71565 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13466 members 
Mstep: Class 25 contains 3596 members 
Mstep: Class 26 contains 125667 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592568.000000 Penalty: 56047.933594
Iteration 85Q: 27 clusters Score -5.159257e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6401 members 
Mstep: Class 3 contains 2576 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 11374 members 
Mstep: Class 6 contains 17088 members 
Mstep: Class 7 contains 22333 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 5631 members 
Mstep: Class 13 contains 164704 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 71562 members 
Mstep: Class 22 contains 1696 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13466 members 
Mstep: Class 25 contains 3615 members 
Mstep: Class 26 contains 125668 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592664.000000 Penalty: 56047.933594
Iteration 86Q: 27 clusters Score -5.159266e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6397 members 
Mstep: Class 3 contains 2574 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 11339 members 
Mstep: Class 6 contains 17084 members 
Mstep: Class 7 contains 22333 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5631 members 
Mstep: Class 13 contains 164736 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 4587 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 71560 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3631 members 
Mstep: Class 26 contains 125667 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592648.000000 Penalty: 56047.933594
Iteration 87Q: 27 clusters Score -5.159265e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 47497 members 
Mstep: Class 5 contains 11296 members 
Mstep: Class 6 contains 17078 members 
Mstep: Class 7 contains 22333 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5630 members 
Mstep: Class 13 contains 164768 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 71559 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3650 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592616.000000 Penalty: 56047.933594
Iteration 88Q: 27 clusters Score -5.159262e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6383 members 
Mstep: Class 3 contains 2565 members 
Mstep: Class 4 contains 47502 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 17075 members 
Mstep: Class 7 contains 22332 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 41428 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 164790 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 18 contains 5310 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2366 members 
Mstep: Class 21 contains 71558 members 
Mstep: Class 22 contains 1696 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3666 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592556.000000 Penalty: 56047.933594
Iteration 89Q: 27 clusters Score -5.159256e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6381 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 11247 members 
Mstep: Class 6 contains 17072 members 
Mstep: Class 7 contains 22332 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 41428 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 13 contains 164800 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 18 contains 5322 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71554 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3680 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592540.000000 Penalty: 56047.933594
Iteration 90Q: 27 clusters Score -5.159254e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6379 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 47502 members 
Mstep: Class 5 contains 11223 members 
Mstep: Class 6 contains 17069 members 
Mstep: Class 7 contains 22332 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41426 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 13 contains 164818 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71552 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3694 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592572.000000 Penalty: 56047.933594
Iteration 91Q: 27 clusters Score -5.159257e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 2544 members 
Mstep: Class 4 contains 47500 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 17071 members 
Mstep: Class 7 contains 22332 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41426 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 164830 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 18 contains 5334 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71551 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3707 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592592.000000 Penalty: 56047.933594
Iteration 92Q: 27 clusters Score -5.159259e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 2539 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 17073 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41423 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5626 members 
Mstep: Class 13 contains 164840 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71549 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3721 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592616.000000 Penalty: 56047.933594
Iteration 93Q: 27 clusters Score -5.159262e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 11155 members 
Mstep: Class 6 contains 17071 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41426 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 164854 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5747 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71549 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3731 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592588.000000 Penalty: 56047.933594
Iteration 94Q: 27 clusters Score -5.159259e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 47493 members 
Mstep: Class 5 contains 11138 members 
Mstep: Class 6 contains 17067 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41428 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 164868 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 18 contains 5343 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71549 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3738 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592608.000000 Penalty: 56047.933594
Iteration 95Q: 27 clusters Score -5.159261e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 47494 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 17066 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41434 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 164878 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5742 members 
Mstep: Class 18 contains 5344 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71548 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3750 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592496.000000 Penalty: 56047.933594
Iteration 96Q: 27 clusters Score -5.15925e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6365 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 11092 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41436 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 164895 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71548 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3768 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592604.000000 Penalty: 56047.933594
Iteration 97Q: 27 clusters Score -5.15926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6363 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 47491 members 
Mstep: Class 5 contains 11068 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 41439 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 164905 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71548 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592572.000000 Penalty: 56047.933594
Iteration 98Q: 27 clusters Score -5.159257e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 11051 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 164909 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71548 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3803 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592552.000000 Penalty: 56047.933594
Iteration 99Q: 27 clusters Score -5.159255e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6364 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1724 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 164918 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5745 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71548 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3817 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592592.000000 Penalty: 56047.933594
Iteration 100F: 27 clusters Score -5.159259e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 2499 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 11015 members 
Mstep: Class 6 contains 17064 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 41438 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 5621 members 
Mstep: Class 13 contains 164922 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71548 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3832 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592560.000000 Penalty: 56047.933594
Iteration 101Q: 27 clusters Score -5.159256e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 10994 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22330 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 164934 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71547 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3845 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592588.000000 Penalty: 56047.933594
Iteration 102Q: 27 clusters Score -5.159259e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6364 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 10976 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 164946 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71545 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13465 members 
Mstep: Class 25 contains 3863 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592564.000000 Penalty: 56047.933594
Iteration 103Q: 27 clusters Score -5.159256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6365 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 10957 members 
Mstep: Class 6 contains 17064 members 
Mstep: Class 7 contains 22328 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 164954 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13466 members 
Mstep: Class 25 contains 3879 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592604.000000 Penalty: 56047.933594
Iteration 104Q: 27 clusters Score -5.15926e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6365 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22326 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 164959 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592628.000000 Penalty: 56047.933594
Iteration 105Q: 27 clusters Score -5.159263e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 10917 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 164966 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592640.000000 Penalty: 56047.933594
Iteration 106Q: 27 clusters Score -5.159264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6368 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 10893 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41439 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 164973 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592628.000000 Penalty: 56047.933594
Iteration 107Q: 27 clusters Score -5.159263e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6368 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 47491 members 
Mstep: Class 5 contains 10867 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 164980 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592632.000000 Penalty: 56047.933594
Iteration 108Q: 27 clusters Score -5.159263e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 10847 members 
Mstep: Class 6 contains 17062 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5614 members 
Mstep: Class 13 contains 164986 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592648.000000 Penalty: 56047.933594
Iteration 109Q: 27 clusters Score -5.159265e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 10826 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5614 members 
Mstep: Class 13 contains 164993 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592648.000000 Penalty: 56047.933594
Iteration 110Q: 27 clusters Score -5.159265e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6365 members 
Mstep: Class 3 contains 2447 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 10807 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5614 members 
Mstep: Class 13 contains 164998 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4028 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592624.000000 Penalty: 56047.933594
Iteration 111Q: 27 clusters Score -5.159262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6367 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 47485 members 
Mstep: Class 5 contains 10795 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5613 members 
Mstep: Class 13 contains 164996 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592620.000000 Penalty: 56047.933594
Iteration 112Q: 27 clusters Score -5.159262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6368 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 47485 members 
Mstep: Class 5 contains 10772 members 
Mstep: Class 6 contains 17068 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5612 members 
Mstep: Class 13 contains 164992 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1709 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4067 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592652.000000 Penalty: 56047.933594
Iteration 113Q: 27 clusters Score -5.159265e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 47486 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41447 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5611 members 
Mstep: Class 13 contains 164991 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4095 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592640.000000 Penalty: 56047.933594
Iteration 114Q: 27 clusters Score -5.159264e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 47487 members 
Mstep: Class 5 contains 10727 members 
Mstep: Class 6 contains 17071 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5611 members 
Mstep: Class 13 contains 164987 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71544 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 125663 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592676.000000 Penalty: 56047.933594
Iteration 115Q: 27 clusters Score -5.159268e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 41450 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 164994 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71545 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4146 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592700.000000 Penalty: 56047.933594
Iteration 116Q: 27 clusters Score -5.15927e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 10665 members 
Mstep: Class 6 contains 17071 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 41450 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 165001 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71542 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4174 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592708.000000 Penalty: 56047.933594
Iteration 117Q: 27 clusters Score -5.159271e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6368 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 10632 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 41452 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 165012 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71541 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4199 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592652.000000 Penalty: 56047.933594
Iteration 118Q: 27 clusters Score -5.159265e+07 nChanged 75
Entering ConstructFrom: 
Score: -51592652.000000 Penalty: 56047.933594
Entering ConstructFrom: 
Trying to split cluster 1 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -419860.843750 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -419860.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -416134.843750 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -416134.8 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -417162.437500 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -417162.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -417326.687500 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -417326.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -417423.343750 Penalty: 2741.271240
	Iteration 3Q: 3 clusters Score -417423.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -417477.812500 Penalty: 2741.271240
	Iteration 4Q: 3 clusters Score -417477.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -417523.906250 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -417523.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -417561.218750 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -417561.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -417597.593750 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -417597.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -417643.031250 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -417643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -417707.437500 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -417707.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -417783.125000 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -417783.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -417846.625000 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -417846.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -417914.656250 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -417914.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -417982.468750 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -417982.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -418053.937500 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -418053.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -418117.187500 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -418117.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -418167.156250 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -418167.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -418203.250000 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -418203.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -418228.500000 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -418228.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -418252.156250 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -418252.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -418273.625000 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -418273.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -418302.875000 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -418302.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -418321.468750 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -418321.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -418332.843750 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -418332.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -418346.656250 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -418346.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -418366.343750 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -418366.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -418384.562500 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -418384.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -418405.218750 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -418405.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -418428.562500 Penalty: 2741.271240
	Iteration 28Q: 3 clusters Score -418428.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -418442.875000 Penalty: 2741.271240
	Iteration 29Q: 3 clusters Score -418442.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -418455.687500 Penalty: 2741.271240
	Iteration 30Q: 3 clusters Score -418455.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -418468.312500 Penalty: 2741.271240
	Iteration 31Q: 3 clusters Score -418468.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -418479.531250 Penalty: 2741.271240
	Iteration 32Q: 3 clusters Score -418479.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -418490.750000 Penalty: 2741.271240
	Iteration 33Q: 3 clusters Score -418490.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -418499.093750 Penalty: 2741.271240
	Iteration 34Q: 3 clusters Score -418499.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -418510.281250 Penalty: 2741.271240
	Iteration 35Q: 3 clusters Score -418510.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -418519.531250 Penalty: 2741.271240
	Iteration 36Q: 3 clusters Score -418519.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -418531.125000 Penalty: 2741.271240
	Iteration 37Q: 3 clusters Score -418531.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -418546.000000 Penalty: 2741.271240
	Iteration 38Q: 3 clusters Score -418546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -418557.750000 Penalty: 2741.271240
	Iteration 39Q: 3 clusters Score -418557.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -418567.562500 Penalty: 2741.271240
	Iteration 40F: 3 clusters Score -418567.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -418576.593750 Penalty: 2741.271240
	Iteration 41Q: 3 clusters Score -418576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -418581.281250 Penalty: 2741.271240
	Iteration 42Q: 3 clusters Score -418581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -418588.937500 Penalty: 2741.271240
	Iteration 43Q: 3 clusters Score -418588.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -418597.187500 Penalty: 2741.271240
	Iteration 44Q: 3 clusters Score -418597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -418604.875000 Penalty: 2741.271240
	Iteration 45Q: 3 clusters Score -418604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -418612.125000 Penalty: 2741.271240
	Iteration 46Q: 3 clusters Score -418612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -418618.906250 Penalty: 2741.271240
	Iteration 47Q: 3 clusters Score -418618.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -418623.593750 Penalty: 2741.271240
	Iteration 48Q: 3 clusters Score -418623.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -418627.250000 Penalty: 2741.271240
	Iteration 49Q: 3 clusters Score -418627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -418635.218750 Penalty: 2741.271240
	Iteration 50Q: 3 clusters Score -418635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -418642.718750 Penalty: 2741.271240
	Iteration 51Q: 3 clusters Score -418642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -418647.468750 Penalty: 2741.271240
	Iteration 52Q: 3 clusters Score -418647.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -418654.531250 Penalty: 2741.271240
	Iteration 53Q: 3 clusters Score -418654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -418662.031250 Penalty: 2741.271240
	Iteration 54Q: 3 clusters Score -418662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -418668.375000 Penalty: 2741.271240
	Iteration 55Q: 3 clusters Score -418668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -418673.843750 Penalty: 2741.271240
	Iteration 56Q: 3 clusters Score -418673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -418675.593750 Penalty: 2741.271240
	Iteration 57Q: 3 clusters Score -418675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -418677.187500 Penalty: 2741.271240
	Iteration 58Q: 3 clusters Score -418677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -418679.312500 Penalty: 2741.271240
	Iteration 59Q: 3 clusters Score -418679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -418680.968750 Penalty: 2741.271240
	Iteration 60F: 3 clusters Score -418681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -599760.812500 Penalty: 1423.446167
	Iteration 0F: 2 clusters Score -599760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -594850.125000 Penalty: 2846.892334
	Iteration 0F: 3 clusters Score -594850.1 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -596230.625000 Penalty: 2846.892334
	Iteration 1F: 3 clusters Score -596230.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -596403.875000 Penalty: 2846.892334
	Iteration 2F: 3 clusters Score -596403.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -596534.125000 Penalty: 2846.892334
	Iteration 3Q: 3 clusters Score -596534.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -596638.000000 Penalty: 2846.892334
	Iteration 4Q: 3 clusters Score -596638 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -596745.000000 Penalty: 2846.892334
	Iteration 5Q: 3 clusters Score -596745 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -596872.687500 Penalty: 2846.892334
	Iteration 6Q: 3 clusters Score -596872.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -597020.125000 Penalty: 2846.892334
	Iteration 7Q: 3 clusters Score -597020.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -597158.625000 Penalty: 2846.892334
	Iteration 8Q: 3 clusters Score -597158.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -597298.750000 Penalty: 2846.892334
	Iteration 9Q: 3 clusters Score -597298.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -597471.875000 Penalty: 2846.892334
	Iteration 10Q: 3 clusters Score -597471.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -597668.875000 Penalty: 2846.892334
	Iteration 11Q: 3 clusters Score -597668.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -597837.312500 Penalty: 2846.892334
	Iteration 12Q: 3 clusters Score -597837.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -597981.187500 Penalty: 2846.892334
	Iteration 13Q: 3 clusters Score -597981.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -598098.937500 Penalty: 2846.892334
	Iteration 14Q: 3 clusters Score -598098.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -598197.875000 Penalty: 2846.892334
	Iteration 15Q: 3 clusters Score -598197.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -598285.812500 Penalty: 2846.892334
	Iteration 16Q: 3 clusters Score -598285.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -598352.375000 Penalty: 2846.892334
	Iteration 17Q: 3 clusters Score -598352.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -598393.437500 Penalty: 2846.892334
	Iteration 18Q: 3 clusters Score -598393.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -598434.062500 Penalty: 2846.892334
	Iteration 19Q: 3 clusters Score -598434.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -598446.375000 Penalty: 2846.892334
	Iteration 20F: 3 clusters Score -598446.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -598458.937500 Penalty: 2846.892334
	Iteration 21Q: 3 clusters Score -598458.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -598464.500000 Penalty: 2846.892334
	Iteration 22Q: 3 clusters Score -598464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -598470.000000 Penalty: 2846.892334
	Iteration 23Q: 3 clusters Score -598470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -598473.187500 Penalty: 2846.892334
	Iteration 24Q: 3 clusters Score -598473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -598478.000000 Penalty: 2846.892334
	Iteration 25Q: 3 clusters Score -598478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -598480.187500 Penalty: 2846.892334
	Iteration 26Q: 3 clusters Score -598480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -598480.187500 Penalty: 2846.892334
	Iteration 27F: 3 clusters Score -598480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -197559.578125 Penalty: 1266.725708
	Iteration 0F: 2 clusters Score -197559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -195214.781250 Penalty: 2533.451416
	Iteration 0F: 3 clusters Score -195214.8 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -195866.296875 Penalty: 2533.451416
	Iteration 1F: 3 clusters Score -195866.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -196204.140625 Penalty: 2533.451416
	Iteration 2F: 3 clusters Score -196204.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -196475.625000 Penalty: 2533.451416
	Iteration 3F: 3 clusters Score -196475.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -196759.734375 Penalty: 2533.451416
	Iteration 4F: 3 clusters Score -196759.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -196875.437500 Penalty: 2533.451416
	Iteration 5F: 3 clusters Score -196875.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -196959.187500 Penalty: 2533.451416
	Iteration 6Q: 3 clusters Score -196959.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -197015.406250 Penalty: 2533.451416
	Iteration 7Q: 3 clusters Score -197015.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -197053.421875 Penalty: 2533.451416
	Iteration 8Q: 3 clusters Score -197053.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -197083.750000 Penalty: 2533.451416
	Iteration 9Q: 3 clusters Score -197083.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -197103.906250 Penalty: 2533.451416
	Iteration 10Q: 3 clusters Score -197103.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -197116.500000 Penalty: 2533.451416
	Iteration 11Q: 3 clusters Score -197116.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -197125.187500 Penalty: 2533.451416
	Iteration 12Q: 3 clusters Score -197125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -197130.921875 Penalty: 2533.451416
	Iteration 13Q: 3 clusters Score -197130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -197134.015625 Penalty: 2533.451416
	Iteration 14Q: 3 clusters Score -197134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -197135.078125 Penalty: 2533.451416
	Iteration 15Q: 3 clusters Score -197135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -197136.734375 Penalty: 2533.451416
	Iteration 16Q: 3 clusters Score -197136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -197141.562500 Penalty: 2533.451416
	Iteration 17Q: 3 clusters Score -197141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -197143.359375 Penalty: 2533.451416
	Iteration 18Q: 3 clusters Score -197143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -197145.953125 Penalty: 2533.451416
	Iteration 19Q: 3 clusters Score -197146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -197147.203125 Penalty: 2533.451416
	Iteration 20F: 3 clusters Score -197147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -197148.750000 Penalty: 2533.451416
	Iteration 21Q: 3 clusters Score -197148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -197149.062500 Penalty: 2533.451416
	Iteration 22Q: 3 clusters Score -197149.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -197149.062500 Penalty: 2533.451416
	Iteration 23F: 3 clusters Score -197149.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Entering Unmasked Estep 
Score: -4417808.500000 Penalty: 1749.844604
	Iteration 0F: 2 clusters Score -4417808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4385975.000000 Penalty: 3499.689209
	Iteration 0F: 3 clusters Score -4385975 nChanged 22280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4398502.000000 Penalty: 3499.689209
	Iteration 1F: 3 clusters Score -4398502 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4399166.500000 Penalty: 3499.689209
	Iteration 2Q: 3 clusters Score -4399166 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -4399929.500000 Penalty: 3499.689209
	Iteration 3Q: 3 clusters Score -4399930 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4400875.500000 Penalty: 3499.689209
	Iteration 4Q: 3 clusters Score -4400876 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4402128.000000 Penalty: 3499.689209
	Iteration 5F: 3 clusters Score -4402128 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4403989.500000 Penalty: 3499.689209
	Iteration 6F: 3 clusters Score -4403990 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4406539.000000 Penalty: 3499.689209
	Iteration 7F: 3 clusters Score -4406539 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -4409619.500000 Penalty: 3499.689209
	Iteration 8F: 3 clusters Score -4409620 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4412398.500000 Penalty: 3499.689209
	Iteration 9F: 3 clusters Score -4412398 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4414352.000000 Penalty: 3499.689209
	Iteration 10Q: 3 clusters Score -4414352 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4415439.500000 Penalty: 3499.689209
	Iteration 11Q: 3 clusters Score -4415440 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4415894.000000 Penalty: 3499.689209
	Iteration 12Q: 3 clusters Score -4415894 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4416090.000000 Penalty: 3499.689209
	Iteration 13Q: 3 clusters Score -4416090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4416180.000000 Penalty: 3499.689209
	Iteration 14Q: 3 clusters Score -4416180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4416224.000000 Penalty: 3499.689209
	Iteration 15Q: 3 clusters Score -4416224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4416253.000000 Penalty: 3499.689209
	Iteration 16Q: 3 clusters Score -4416253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4416263.500000 Penalty: 3499.689209
	Iteration 17Q: 3 clusters Score -4416264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4416275.500000 Penalty: 3499.689209
	Iteration 18Q: 3 clusters Score -4416276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4416283.000000 Penalty: 3499.689209
	Iteration 19Q: 3 clusters Score -4416283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4416286.500000 Penalty: 3499.689209
	Iteration 20F: 3 clusters Score -4416286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4416284.500000 Penalty: 3499.689209
	Iteration 21Q: 3 clusters Score -4416284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4416284.500000 Penalty: 3499.689209
	Iteration 22F: 3 clusters Score -4416284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Entering Unmasked Estep 
Score: -930200.500000 Penalty: 1506.072266
	Iteration 0F: 2 clusters Score -930200.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -922580.875000 Penalty: 3012.144531
	Iteration 0F: 3 clusters Score -922580.9 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -925129.687500 Penalty: 3012.144531
	Iteration 1F: 3 clusters Score -925129.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -925436.187500 Penalty: 3012.144531
	Iteration 2F: 3 clusters Score -925436.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -925705.875000 Penalty: 3012.144531
	Iteration 3F: 3 clusters Score -925705.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -925948.000000 Penalty: 3012.144531
	Iteration 4Q: 3 clusters Score -925948 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -926207.312500 Penalty: 3012.144531
	Iteration 5Q: 3 clusters Score -926207.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -926488.187500 Penalty: 3012.144531
	Iteration 6Q: 3 clusters Score -926488.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -926754.250000 Penalty: 3012.144531
	Iteration 7Q: 3 clusters Score -926754.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -926987.000000 Penalty: 3012.144531
	Iteration 8Q: 3 clusters Score -926987 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -927256.062500 Penalty: 3012.144531
	Iteration 9Q: 3 clusters Score -927256.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -927537.062500 Penalty: 3012.144531
	Iteration 10Q: 3 clusters Score -927537.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -927751.437500 Penalty: 3012.144531
	Iteration 11Q: 3 clusters Score -927751.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -927922.687500 Penalty: 3012.144531
	Iteration 12Q: 3 clusters Score -927922.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -928047.312500 Penalty: 3012.144531
	Iteration 13Q: 3 clusters Score -928047.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -928148.187500 Penalty: 3012.144531
	Iteration 14Q: 3 clusters Score -928148.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -928218.875000 Penalty: 3012.144531
	Iteration 15Q: 3 clusters Score -928218.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -928276.437500 Penalty: 3012.144531
	Iteration 16Q: 3 clusters Score -928276.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -928325.250000 Penalty: 3012.144531
	Iteration 17Q: 3 clusters Score -928325.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -928355.812500 Penalty: 3012.144531
	Iteration 18Q: 3 clusters Score -928355.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -928382.375000 Penalty: 3012.144531
	Iteration 19Q: 3 clusters Score -928382.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -928405.625000 Penalty: 3012.144531
	Iteration 20F: 3 clusters Score -928405.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -928426.562500 Penalty: 3012.144531
	Iteration 21Q: 3 clusters Score -928426.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -928452.937500 Penalty: 3012.144531
	Iteration 22Q: 3 clusters Score -928452.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -928472.062500 Penalty: 3012.144531
	Iteration 23Q: 3 clusters Score -928472.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -928482.312500 Penalty: 3012.144531
	Iteration 24Q: 3 clusters Score -928482.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -928492.125000 Penalty: 3012.144531
	Iteration 25Q: 3 clusters Score -928492.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -928502.187500 Penalty: 3012.144531
	Iteration 26Q: 3 clusters Score -928502.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -928515.937500 Penalty: 3012.144531
	Iteration 27Q: 3 clusters Score -928515.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -928531.937500 Penalty: 3012.144531
	Iteration 28Q: 3 clusters Score -928531.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -928551.687500 Penalty: 3012.144531
	Iteration 29Q: 3 clusters Score -928551.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -928568.812500 Penalty: 3012.144531
	Iteration 30Q: 3 clusters Score -928568.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -928584.500000 Penalty: 3012.144531
	Iteration 31Q: 3 clusters Score -928584.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -928595.250000 Penalty: 3012.144531
	Iteration 32Q: 3 clusters Score -928595.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -928609.187500 Penalty: 3012.144531
	Iteration 33Q: 3 clusters Score -928609.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -928624.625000 Penalty: 3012.144531
	Iteration 34Q: 3 clusters Score -928624.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -928637.062500 Penalty: 3012.144531
	Iteration 35Q: 3 clusters Score -928637.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -928644.812500 Penalty: 3012.144531
	Iteration 36Q: 3 clusters Score -928644.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -928656.187500 Penalty: 3012.144531
	Iteration 37Q: 3 clusters Score -928656.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -928673.312500 Penalty: 3012.144531
	Iteration 38Q: 3 clusters Score -928673.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -928689.250000 Penalty: 3012.144531
	Iteration 39Q: 3 clusters Score -928689.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -928714.625000 Penalty: 3012.144531
	Iteration 40F: 3 clusters Score -928714.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -928743.250000 Penalty: 3012.144531
	Iteration 41Q: 3 clusters Score -928743.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -928765.062500 Penalty: 3012.144531
	Iteration 42Q: 3 clusters Score -928765.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -928786.625000 Penalty: 3012.144531
	Iteration 43Q: 3 clusters Score -928786.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -928800.125000 Penalty: 3012.144531
	Iteration 44Q: 3 clusters Score -928800.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -928810.312500 Penalty: 3012.144531
	Iteration 45Q: 3 clusters Score -928810.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -928821.625000 Penalty: 3012.144531
	Iteration 46Q: 3 clusters Score -928821.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -928835.437500 Penalty: 3012.144531
	Iteration 47Q: 3 clusters Score -928835.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -928847.187500 Penalty: 3012.144531
	Iteration 48Q: 3 clusters Score -928847.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -928856.000000 Penalty: 3012.144531
	Iteration 49Q: 3 clusters Score -928856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -928867.750000 Penalty: 3012.144531
	Iteration 50Q: 3 clusters Score -928867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -928874.312500 Penalty: 3012.144531
	Iteration 51Q: 3 clusters Score -928874.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -928875.437500 Penalty: 3012.144531
	Iteration 52Q: 3 clusters Score -928875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -928878.687500 Penalty: 3012.144531
	Iteration 53Q: 3 clusters Score -928878.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -928882.937500 Penalty: 3012.144531
	Iteration 54Q: 3 clusters Score -928882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -928885.625000 Penalty: 3012.144531
	Iteration 55Q: 3 clusters Score -928885.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -928886.562500 Penalty: 3012.144531
	Iteration 56Q: 3 clusters Score -928886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -928888.187500 Penalty: 3012.144531
	Iteration 57Q: 3 clusters Score -928888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -928889.125000 Penalty: 3012.144531
	Iteration 58Q: 3 clusters Score -928889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -928888.000000 Penalty: 3012.144531
	Iteration 59Q: 3 clusters Score -928888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -928891.562500 Penalty: 3012.144531
	Iteration 60F: 3 clusters Score -928891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -928893.375000 Penalty: 3012.144531
	Iteration 61Q: 3 clusters Score -928893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -928896.812500 Penalty: 3012.144531
	Iteration 62Q: 3 clusters Score -928896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -928900.500000 Penalty: 3012.144531
	Iteration 63Q: 3 clusters Score -928900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -928902.937500 Penalty: 3012.144531
	Iteration 64Q: 3 clusters Score -928902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -928907.000000 Penalty: 3012.144531
	Iteration 65Q: 3 clusters Score -928907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -928906.437500 Penalty: 3012.144531
	Iteration 66Q: 3 clusters Score -928906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -928905.312500 Penalty: 3012.144531
	Iteration 67Q: 3 clusters Score -928905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -928908.312500 Penalty: 3012.144531
	Iteration 68Q: 3 clusters Score -928908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -928909.562500 Penalty: 3012.144531
	Iteration 69Q: 3 clusters Score -928909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -928909.562500 Penalty: 3012.144531
	Iteration 70F: 3 clusters Score -928909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Entering Unmasked Estep 
Score: -1531548.250000 Penalty: 1583.556152
	Iteration 0F: 2 clusters Score -1531548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1519803.750000 Penalty: 3167.112305
	Iteration 0F: 3 clusters Score -1519804 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1523971.000000 Penalty: 3167.112305
	Iteration 1F: 3 clusters Score -1523971 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1524385.875000 Penalty: 3167.112305
	Iteration 2F: 3 clusters Score -1524386 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1524882.250000 Penalty: 3167.112305
	Iteration 3F: 3 clusters Score -1524882 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1525466.875000 Penalty: 3167.112305
	Iteration 4F: 3 clusters Score -1525467 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1526282.875000 Penalty: 3167.112305
	Iteration 5F: 3 clusters Score -1526283 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1527295.625000 Penalty: 3167.112305
	Iteration 6F: 3 clusters Score -1527296 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1528337.375000 Penalty: 3167.112305
	Iteration 7F: 3 clusters Score -1528337 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1529218.000000 Penalty: 3167.112305
	Iteration 8F: 3 clusters Score -1529218 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1529752.375000 Penalty: 3167.112305
	Iteration 9F: 3 clusters Score -1529752 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1530019.125000 Penalty: 3167.112305
	Iteration 10Q: 3 clusters Score -1530019 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1530172.750000 Penalty: 3167.112305
	Iteration 11Q: 3 clusters Score -1530173 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1530268.875000 Penalty: 3167.112305
	Iteration 12Q: 3 clusters Score -1530269 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1530328.875000 Penalty: 3167.112305
	Iteration 13Q: 3 clusters Score -1530329 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1530374.875000 Penalty: 3167.112305
	Iteration 14Q: 3 clusters Score -1530375 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1530404.875000 Penalty: 3167.112305
	Iteration 15Q: 3 clusters Score -1530405 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1530442.250000 Penalty: 3167.112305
	Iteration 16Q: 3 clusters Score -1530442 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1530472.500000 Penalty: 3167.112305
	Iteration 17Q: 3 clusters Score -1530472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1530492.375000 Penalty: 3167.112305
	Iteration 18Q: 3 clusters Score -1530492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1530509.375000 Penalty: 3167.112305
	Iteration 19Q: 3 clusters Score -1530509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1530534.000000 Penalty: 3167.112305
	Iteration 20F: 3 clusters Score -1530534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1530541.375000 Penalty: 3167.112305
	Iteration 21Q: 3 clusters Score -1530541 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1530563.000000 Penalty: 3167.112305
	Iteration 22Q: 3 clusters Score -1530563 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1530571.750000 Penalty: 3167.112305
	Iteration 23Q: 3 clusters Score -1530572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1530579.625000 Penalty: 3167.112305
	Iteration 24Q: 3 clusters Score -1530580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1530585.375000 Penalty: 3167.112305
	Iteration 25Q: 3 clusters Score -1530585 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1530591.625000 Penalty: 3167.112305
	Iteration 26Q: 3 clusters Score -1530592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1530596.625000 Penalty: 3167.112305
	Iteration 27Q: 3 clusters Score -1530597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1530604.750000 Penalty: 3167.112305
	Iteration 28Q: 3 clusters Score -1530605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1530610.625000 Penalty: 3167.112305
	Iteration 29Q: 3 clusters Score -1530611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1530616.375000 Penalty: 3167.112305
	Iteration 30Q: 3 clusters Score -1530616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1530624.500000 Penalty: 3167.112305
	Iteration 31Q: 3 clusters Score -1530624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1530631.250000 Penalty: 3167.112305
	Iteration 32Q: 3 clusters Score -1530631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1530634.250000 Penalty: 3167.112305
	Iteration 33Q: 3 clusters Score -1530634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1530637.750000 Penalty: 3167.112305
	Iteration 34Q: 3 clusters Score -1530638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1530638.125000 Penalty: 3167.112305
	Iteration 35Q: 3 clusters Score -1530638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1530648.250000 Penalty: 3167.112305
	Iteration 36Q: 3 clusters Score -1530648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1530647.500000 Penalty: 3167.112305
	Iteration 37Q: 3 clusters Score -1530648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1530654.500000 Penalty: 3167.112305
	Iteration 38Q: 3 clusters Score -1530654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1530660.125000 Penalty: 3167.112305
	Iteration 39Q: 3 clusters Score -1530660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1530666.500000 Penalty: 3167.112305
	Iteration 40F: 3 clusters Score -1530666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1530673.000000 Penalty: 3167.112305
	Iteration 41Q: 3 clusters Score -1530673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1530675.750000 Penalty: 3167.112305
	Iteration 42Q: 3 clusters Score -1530676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1530670.500000 Penalty: 3167.112305
	Iteration 43Q: 3 clusters Score -1530670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1530671.000000 Penalty: 3167.112305
	Iteration 44Q: 3 clusters Score -1530671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1530677.750000 Penalty: 3167.112305
	Iteration 45Q: 3 clusters Score -1530678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1530681.375000 Penalty: 3167.112305
	Iteration 46Q: 3 clusters Score -1530681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1530681.625000 Penalty: 3167.112305
	Iteration 47Q: 3 clusters Score -1530682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1530687.250000 Penalty: 3167.112305
	Iteration 48Q: 3 clusters Score -1530687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1530686.625000 Penalty: 3167.112305
	Iteration 49Q: 3 clusters Score -1530687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1530685.750000 Penalty: 3167.112305
	Iteration 50Q: 3 clusters Score -1530686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1530690.000000 Penalty: 3167.112305
	Iteration 51Q: 3 clusters Score -1530690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1530688.500000 Penalty: 3167.112305
	Iteration 52Q: 3 clusters Score -1530688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1530690.375000 Penalty: 3167.112305
	Iteration 53Q: 3 clusters Score -1530690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1530690.250000 Penalty: 3167.112305
	Iteration 54Q: 3 clusters Score -1530690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1530691.625000 Penalty: 3167.112305
	Iteration 55Q: 3 clusters Score -1530692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1530691.500000 Penalty: 3167.112305
	Iteration 56Q: 3 clusters Score -1530692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1530691.375000 Penalty: 3167.112305
	Iteration 57Q: 3 clusters Score -1530691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1530693.250000 Penalty: 3167.112305
	Iteration 58Q: 3 clusters Score -1530693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1530693.250000 Penalty: 3167.112305
	Iteration 59Q: 3 clusters Score -1530693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1530694.875000 Penalty: 3167.112305
	Iteration 60F: 3 clusters Score -1530695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1530698.875000 Penalty: 3167.112305
	Iteration 61Q: 3 clusters Score -1530699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1530698.000000 Penalty: 3167.112305
	Iteration 62Q: 3 clusters Score -1530698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1530698.000000 Penalty: 3167.112305
	Iteration 63F: 3 clusters Score -1530698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Entering Unmasked Estep 
Score: -2126457.500000 Penalty: 1627.180298
	Iteration 0F: 2 clusters Score -2126458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2111261.000000 Penalty: 3254.360596
	Iteration 0F: 3 clusters Score -2111261 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2117013.250000 Penalty: 3254.360596
	Iteration 1F: 3 clusters Score -2117013 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2117490.000000 Penalty: 3254.360596
	Iteration 2F: 3 clusters Score -2117490 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2118030.500000 Penalty: 3254.360596
	Iteration 3F: 3 clusters Score -2118030 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2118645.500000 Penalty: 3254.360596
	Iteration 4F: 3 clusters Score -2118646 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2119412.750000 Penalty: 3254.360596
	Iteration 5F: 3 clusters Score -2119413 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2120329.500000 Penalty: 3254.360596
	Iteration 6F: 3 clusters Score -2120330 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2121333.000000 Penalty: 3254.360596
	Iteration 7F: 3 clusters Score -2121333 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2122351.000000 Penalty: 3254.360596
	Iteration 8F: 3 clusters Score -2122351 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2123245.250000 Penalty: 3254.360596
	Iteration 9F: 3 clusters Score -2123245 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2123913.750000 Penalty: 3254.360596
	Iteration 10Q: 3 clusters Score -2123914 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2124417.250000 Penalty: 3254.360596
	Iteration 11Q: 3 clusters Score -2124417 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2124760.750000 Penalty: 3254.360596
	Iteration 12Q: 3 clusters Score -2124761 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2124971.750000 Penalty: 3254.360596
	Iteration 13Q: 3 clusters Score -2124972 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2125056.500000 Penalty: 3254.360596
	Iteration 14Q: 3 clusters Score -2125056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2125102.000000 Penalty: 3254.360596
	Iteration 15Q: 3 clusters Score -2125102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2125133.000000 Penalty: 3254.360596
	Iteration 16Q: 3 clusters Score -2125133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2125163.500000 Penalty: 3254.360596
	Iteration 17Q: 3 clusters Score -2125164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2125188.000000 Penalty: 3254.360596
	Iteration 18Q: 3 clusters Score -2125188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2125199.500000 Penalty: 3254.360596
	Iteration 19Q: 3 clusters Score -2125200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2125218.000000 Penalty: 3254.360596
	Iteration 20F: 3 clusters Score -2125218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2125223.750000 Penalty: 3254.360596
	Iteration 21Q: 3 clusters Score -2125224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2125224.500000 Penalty: 3254.360596
	Iteration 22Q: 3 clusters Score -2125224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2125225.750000 Penalty: 3254.360596
	Iteration 23Q: 3 clusters Score -2125226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2125230.500000 Penalty: 3254.360596
	Iteration 24Q: 3 clusters Score -2125230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2125231.750000 Penalty: 3254.360596
	Iteration 25Q: 3 clusters Score -2125232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2125231.750000 Penalty: 3254.360596
	Iteration 26F: 3 clusters Score -2125232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -130540.484375 Penalty: 1211.297974
	Iteration 0F: 2 clusters Score -130540.5 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 868 members 
Entering Unmasked Estep 
Score: -128722.117188 Penalty: 2422.595947
	Iteration 0F: 3 clusters Score -128722.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -129416.367188 Penalty: 2422.595947
	Iteration 1F: 3 clusters Score -129416.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -129802.984375 Penalty: 2422.595947
	Iteration 2F: 3 clusters Score -129803 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -130140.140625 Penalty: 2422.595947
	Iteration 3F: 3 clusters Score -130140.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -130415.648438 Penalty: 2422.595947
	Iteration 4F: 3 clusters Score -130415.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -130581.398438 Penalty: 2422.595947
	Iteration 5F: 3 clusters Score -130581.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -130646.710938 Penalty: 2422.595947
	Iteration 6Q: 3 clusters Score -130646.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -130675.062500 Penalty: 2422.595947
	Iteration 7Q: 3 clusters Score -130675.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -130690.757812 Penalty: 2422.595947
	Iteration 8Q: 3 clusters Score -130690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -130697.671875 Penalty: 2422.595947
	Iteration 9Q: 3 clusters Score -130697.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -130704.468750 Penalty: 2422.595947
	Iteration 10Q: 3 clusters Score -130704.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -130713.953125 Penalty: 2422.595947
	Iteration 11Q: 3 clusters Score -130714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -130719.703125 Penalty: 2422.595947
	Iteration 12Q: 3 clusters Score -130719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130722.664062 Penalty: 2422.595947
	Iteration 13Q: 3 clusters Score -130722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130722.664062 Penalty: 2422.595947
	Iteration 14F: 3 clusters Score -130722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 10595 members 
Mstep: Class 6 contains 17068 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 9 contains 41451 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5605 members 
Mstep: Class 13 contains 165027 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 851 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71540 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4220 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
Score: -51591948.000000 Penalty: 58203.625000
Splitting cluster 8 changes total score from -51592652.000000 to -51591948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Entering Unmasked Estep 
Score: -3758493.250000 Penalty: 1727.743408
	Iteration 0F: 2 clusters Score -3758493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3730764.000000 Penalty: 3455.486816
	Iteration 0F: 3 clusters Score -3730764 nChanged 19341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3741859.500000 Penalty: 3455.486816
	Iteration 1F: 3 clusters Score -3741860 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3743077.250000 Penalty: 3455.486816
	Iteration 2F: 3 clusters Score -3743077 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3745042.250000 Penalty: 3455.486816
	Iteration 3F: 3 clusters Score -3745042 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3747744.000000 Penalty: 3455.486816
	Iteration 4F: 3 clusters Score -3747744 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -3750534.000000 Penalty: 3455.486816
	Iteration 5F: 3 clusters Score -3750534 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -3752600.500000 Penalty: 3455.486816
	Iteration 6F: 3 clusters Score -3752600 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -3753959.000000 Penalty: 3455.486816
	Iteration 7Q: 3 clusters Score -3753959 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -3754942.500000 Penalty: 3455.486816
	Iteration 8Q: 3 clusters Score -3754942 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -3755676.250000 Penalty: 3455.486816
	Iteration 9Q: 3 clusters Score -3755676 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -3756198.250000 Penalty: 3455.486816
	Iteration 10Q: 3 clusters Score -3756198 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -3756508.750000 Penalty: 3455.486816
	Iteration 11Q: 3 clusters Score -3756509 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -3756700.000000 Penalty: 3455.486816
	Iteration 12Q: 3 clusters Score -3756700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -3756798.500000 Penalty: 3455.486816
	Iteration 13Q: 3 clusters Score -3756798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -3756865.750000 Penalty: 3455.486816
	Iteration 14Q: 3 clusters Score -3756866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -3756899.750000 Penalty: 3455.486816
	Iteration 15Q: 3 clusters Score -3756900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -3756921.250000 Penalty: 3455.486816
	Iteration 16Q: 3 clusters Score -3756921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -3756941.750000 Penalty: 3455.486816
	Iteration 17Q: 3 clusters Score -3756942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -3756950.750000 Penalty: 3455.486816
	Iteration 18Q: 3 clusters Score -3756951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -3756953.750000 Penalty: 3455.486816
	Iteration 19Q: 3 clusters Score -3756954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -3756956.500000 Penalty: 3455.486816
	Iteration 20F: 3 clusters Score -3756956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -3756960.500000 Penalty: 3455.486816
	Iteration 21Q: 3 clusters Score -3756960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -3756960.000000 Penalty: 3455.486816
	Iteration 22Q: 3 clusters Score -3756960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -3756960.000000 Penalty: 3455.486816
	Iteration 23F: 3 clusters Score -3756960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -203510.640625 Penalty: 1263.003906
	Iteration 0F: 2 clusters Score -203510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -201208.921875 Penalty: 2526.007812
	Iteration 0F: 3 clusters Score -201208.9 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -201810.421875 Penalty: 2526.007812
	Iteration 1F: 3 clusters Score -201810.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -201992.062500 Penalty: 2526.007812
	Iteration 2F: 3 clusters Score -201992.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -202127.875000 Penalty: 2526.007812
	Iteration 3F: 3 clusters Score -202127.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -202267.343750 Penalty: 2526.007812
	Iteration 4F: 3 clusters Score -202267.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202422.765625 Penalty: 2526.007812
	Iteration 5F: 3 clusters Score -202422.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -202612.500000 Penalty: 2526.007812
	Iteration 6F: 3 clusters Score -202612.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -202807.687500 Penalty: 2526.007812
	Iteration 7F: 3 clusters Score -202807.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -202909.750000 Penalty: 2526.007812
	Iteration 8Q: 3 clusters Score -202909.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -202989.593750 Penalty: 2526.007812
	Iteration 9Q: 3 clusters Score -202989.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -203065.375000 Penalty: 2526.007812
	Iteration 10Q: 3 clusters Score -203065.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203109.890625 Penalty: 2526.007812
	Iteration 11Q: 3 clusters Score -203109.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -203143.125000 Penalty: 2526.007812
	Iteration 12Q: 3 clusters Score -203143.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -203175.937500 Penalty: 2526.007812
	Iteration 13Q: 3 clusters Score -203175.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -203194.109375 Penalty: 2526.007812
	Iteration 14Q: 3 clusters Score -203194.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -203220.093750 Penalty: 2526.007812
	Iteration 15Q: 3 clusters Score -203220.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -203248.109375 Penalty: 2526.007812
	Iteration 16Q: 3 clusters Score -203248.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -203258.187500 Penalty: 2526.007812
	Iteration 17Q: 3 clusters Score -203258.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -203263.671875 Penalty: 2526.007812
	Iteration 18Q: 3 clusters Score -203263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -203266.359375 Penalty: 2526.007812
	Iteration 19Q: 3 clusters Score -203266.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -203271.843750 Penalty: 2526.007812
	Iteration 20F: 3 clusters Score -203271.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -203279.546875 Penalty: 2526.007812
	Iteration 21Q: 3 clusters Score -203279.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -203284.296875 Penalty: 2526.007812
	Iteration 22Q: 3 clusters Score -203284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -203289.000000 Penalty: 2526.007812
	Iteration 23Q: 3 clusters Score -203289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -203296.031250 Penalty: 2526.007812
	Iteration 24Q: 3 clusters Score -203296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -203301.656250 Penalty: 2526.007812
	Iteration 25Q: 3 clusters Score -203301.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -203305.843750 Penalty: 2526.007812
	Iteration 26Q: 3 clusters Score -203305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -203309.453125 Penalty: 2526.007812
	Iteration 27Q: 3 clusters Score -203309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203310.984375 Penalty: 2526.007812
	Iteration 28Q: 3 clusters Score -203311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -203313.656250 Penalty: 2526.007812
	Iteration 29Q: 3 clusters Score -203313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -203314.500000 Penalty: 2526.007812
	Iteration 30Q: 3 clusters Score -203314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -203314.890625 Penalty: 2526.007812
	Iteration 31Q: 3 clusters Score -203314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -203314.890625 Penalty: 2526.007812
	Iteration 32F: 3 clusters Score -203314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -174178.984375 Penalty: 1243.615845
	Iteration 0F: 2 clusters Score -174179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -172055.562500 Penalty: 2487.231689
	Iteration 0F: 3 clusters Score -172055.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -172650.656250 Penalty: 2487.231689
	Iteration 1F: 3 clusters Score -172650.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -173007.625000 Penalty: 2487.231689
	Iteration 2F: 3 clusters Score -173007.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -173377.171875 Penalty: 2487.231689
	Iteration 3F: 3 clusters Score -173377.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -173645.765625 Penalty: 2487.231689
	Iteration 4F: 3 clusters Score -173645.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -173814.515625 Penalty: 2487.231689
	Iteration 5F: 3 clusters Score -173814.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -173900.421875 Penalty: 2487.231689
	Iteration 6Q: 3 clusters Score -173900.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -173935.640625 Penalty: 2487.231689
	Iteration 7Q: 3 clusters Score -173935.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -173957.187500 Penalty: 2487.231689
	Iteration 8Q: 3 clusters Score -173957.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -173965.890625 Penalty: 2487.231689
	Iteration 9Q: 3 clusters Score -173965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -173969.031250 Penalty: 2487.231689
	Iteration 10Q: 3 clusters Score -173969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -173972.406250 Penalty: 2487.231689
	Iteration 11Q: 3 clusters Score -173972.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -173976.828125 Penalty: 2487.231689
	Iteration 12Q: 3 clusters Score -173976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -173979.140625 Penalty: 2487.231689
	Iteration 13Q: 3 clusters Score -173979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -173980.687500 Penalty: 2487.231689
	Iteration 14Q: 3 clusters Score -173980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -173981.625000 Penalty: 2487.231689
	Iteration 15Q: 3 clusters Score -173981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -173982.171875 Penalty: 2487.231689
	Iteration 16Q: 3 clusters Score -173982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -173985.046875 Penalty: 2487.231689
	Iteration 17Q: 3 clusters Score -173985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -173986.171875 Penalty: 2487.231689
	Iteration 18Q: 3 clusters Score -173986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -173987.203125 Penalty: 2487.231689
	Iteration 19Q: 3 clusters Score -173987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -173988.250000 Penalty: 2487.231689
	Iteration 20F: 3 clusters Score -173988.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -497131.375000 Penalty: 1402.604858
	Iteration 0F: 2 clusters Score -497131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -492754.281250 Penalty: 2805.209717
	Iteration 0F: 3 clusters Score -492754.3 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -494007.312500 Penalty: 2805.209717
	Iteration 1F: 3 clusters Score -494007.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -494219.468750 Penalty: 2805.209717
	Iteration 2F: 3 clusters Score -494219.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -494425.718750 Penalty: 2805.209717
	Iteration 3F: 3 clusters Score -494425.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -494655.312500 Penalty: 2805.209717
	Iteration 4F: 3 clusters Score -494655.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -494911.062500 Penalty: 2805.209717
	Iteration 5F: 3 clusters Score -494911.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -495154.531250 Penalty: 2805.209717
	Iteration 6F: 3 clusters Score -495154.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -495354.750000 Penalty: 2805.209717
	Iteration 7Q: 3 clusters Score -495354.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -495508.156250 Penalty: 2805.209717
	Iteration 8Q: 3 clusters Score -495508.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -495621.281250 Penalty: 2805.209717
	Iteration 9Q: 3 clusters Score -495621.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -495704.125000 Penalty: 2805.209717
	Iteration 10Q: 3 clusters Score -495704.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -495772.718750 Penalty: 2805.209717
	Iteration 11Q: 3 clusters Score -495772.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -495825.937500 Penalty: 2805.209717
	Iteration 12Q: 3 clusters Score -495825.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -495859.250000 Penalty: 2805.209717
	Iteration 13Q: 3 clusters Score -495859.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -495887.343750 Penalty: 2805.209717
	Iteration 14Q: 3 clusters Score -495887.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -495910.718750 Penalty: 2805.209717
	Iteration 15Q: 3 clusters Score -495910.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -495929.468750 Penalty: 2805.209717
	Iteration 16Q: 3 clusters Score -495929.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -495938.125000 Penalty: 2805.209717
	Iteration 17Q: 3 clusters Score -495938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -495944.187500 Penalty: 2805.209717
	Iteration 18Q: 3 clusters Score -495944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -495949.250000 Penalty: 2805.209717
	Iteration 19Q: 3 clusters Score -495949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -495952.218750 Penalty: 2805.209717
	Iteration 20F: 3 clusters Score -495952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -495954.781250 Penalty: 2805.209717
	Iteration 21Q: 3 clusters Score -495954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -495959.250000 Penalty: 2805.209717
	Iteration 22Q: 3 clusters Score -495959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -495967.500000 Penalty: 2805.209717
	Iteration 23Q: 3 clusters Score -495967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -495970.906250 Penalty: 2805.209717
	Iteration 24Q: 3 clusters Score -495970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -495973.125000 Penalty: 2805.209717
	Iteration 25Q: 3 clusters Score -495973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -495972.906250 Penalty: 2805.209717
	Iteration 26Q: 3 clusters Score -495972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -495973.218750 Penalty: 2805.209717
	Iteration 27Q: 3 clusters Score -495973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -495973.218750 Penalty: 2805.209717
	Iteration 28F: 3 clusters Score -495973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165027 members 
Entering Unmasked Estep 
Score: -14745452.000000 Penalty: 1952.252930
	Iteration 0F: 2 clusters Score -1.474545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -14634990.000000 Penalty: 3904.505859
	Iteration 0F: 3 clusters Score -1.463499e+07 nChanged 79592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -14682896.000000 Penalty: 3904.505859
	Iteration 1F: 3 clusters Score -1.46829e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -14685335.000000 Penalty: 3904.505859
	Iteration 2Q: 3 clusters Score -1.468534e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -14689732.000000 Penalty: 3904.505859
	Iteration 3F: 3 clusters Score -1.468973e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -14697353.000000 Penalty: 3904.505859
	Iteration 4F: 3 clusters Score -1.469735e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123385 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -14708007.000000 Penalty: 3904.505859
	Iteration 5F: 3 clusters Score -1.470801e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135399 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -14718770.000000 Penalty: 3904.505859
	Iteration 6F: 3 clusters Score -1.471877e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145525 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -14727607.000000 Penalty: 3904.505859
	Iteration 7F: 3 clusters Score -1.472761e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153369 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -14734308.000000 Penalty: 3904.505859
	Iteration 8Q: 3 clusters Score -1.473431e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158754 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -14738943.000000 Penalty: 3904.505859
	Iteration 9Q: 3 clusters Score -1.473894e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161867 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -14741413.000000 Penalty: 3904.505859
	Iteration 10Q: 3 clusters Score -1.474141e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14742637.000000 Penalty: 3904.505859
	Iteration 11Q: 3 clusters Score -1.474264e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14743198.000000 Penalty: 3904.505859
	Iteration 12Q: 3 clusters Score -1.47432e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14743452.000000 Penalty: 3904.505859
	Iteration 13Q: 3 clusters Score -1.474345e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14743619.000000 Penalty: 3904.505859
	Iteration 14Q: 3 clusters Score -1.474362e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164706 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14743705.000000 Penalty: 3904.505859
	Iteration 15Q: 3 clusters Score -1.47437e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -14743743.000000 Penalty: 3904.505859
	Iteration 16Q: 3 clusters Score -1.474374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164722 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14743765.000000 Penalty: 3904.505859
	Iteration 17Q: 3 clusters Score -1.474376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164720 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14743782.000000 Penalty: 3904.505859
	Iteration 18Q: 3 clusters Score -1.474378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14743803.000000 Penalty: 3904.505859
	Iteration 19Q: 3 clusters Score -1.47438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164716 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -14743804.000000 Penalty: 3904.505859
	Iteration 20F: 3 clusters Score -1.47438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164716 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -14743815.000000 Penalty: 3904.505859
	Iteration 21Q: 3 clusters Score -1.474382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14743820.000000 Penalty: 3904.505859
	Iteration 22Q: 3 clusters Score -1.474382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14743828.000000 Penalty: 3904.505859
	Iteration 23Q: 3 clusters Score -1.474383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164718 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14743848.000000 Penalty: 3904.505859
	Iteration 24Q: 3 clusters Score -1.474385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164720 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14743861.000000 Penalty: 3904.505859
	Iteration 25Q: 3 clusters Score -1.474386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164722 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14743875.000000 Penalty: 3904.505859
	Iteration 26Q: 3 clusters Score -1.474388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164725 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14743869.000000 Penalty: 3904.505859
	Iteration 27Q: 3 clusters Score -1.474387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14743881.000000 Penalty: 3904.505859
	Iteration 28Q: 3 clusters Score -1.474388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14743888.000000 Penalty: 3904.505859
	Iteration 29Q: 3 clusters Score -1.474389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14743888.000000 Penalty: 3904.505859
	Iteration 30Q: 3 clusters Score -1.474389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164729 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -14743881.000000 Penalty: 3904.505859
	Iteration 31Q: 3 clusters Score -1.474388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14743884.000000 Penalty: 3904.505859
	Iteration 32Q: 3 clusters Score -1.474388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14743888.000000 Penalty: 3904.505859
	Iteration 33Q: 3 clusters Score -1.474389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14743884.000000 Penalty: 3904.505859
	Iteration 34Q: 3 clusters Score -1.474388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14743884.000000 Penalty: 3904.505859
	Iteration 35F: 3 clusters Score -1.474388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -196396.750000 Penalty: 1254.647095
	Iteration 0F: 2 clusters Score -196396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -194146.531250 Penalty: 2509.294189
	Iteration 0F: 3 clusters Score -194146.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -194639.515625 Penalty: 2509.294189
	Iteration 1F: 3 clusters Score -194639.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194779.500000 Penalty: 2509.294189
	Iteration 2F: 3 clusters Score -194779.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -194874.140625 Penalty: 2509.294189
	Iteration 3F: 3 clusters Score -194874.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -194946.031250 Penalty: 2509.294189
	Iteration 4Q: 3 clusters Score -194946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -195019.968750 Penalty: 2509.294189
	Iteration 5Q: 3 clusters Score -195020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -195103.296875 Penalty: 2509.294189
	Iteration 6Q: 3 clusters Score -195103.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -195201.734375 Penalty: 2509.294189
	Iteration 7Q: 3 clusters Score -195201.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -195307.968750 Penalty: 2509.294189
	Iteration 8Q: 3 clusters Score -195308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -195399.718750 Penalty: 2509.294189
	Iteration 9Q: 3 clusters Score -195399.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -195483.515625 Penalty: 2509.294189
	Iteration 10Q: 3 clusters Score -195483.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -195549.109375 Penalty: 2509.294189
	Iteration 11Q: 3 clusters Score -195549.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -195608.250000 Penalty: 2509.294189
	Iteration 12Q: 3 clusters Score -195608.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -195656.125000 Penalty: 2509.294189
	Iteration 13Q: 3 clusters Score -195656.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -195691.453125 Penalty: 2509.294189
	Iteration 14Q: 3 clusters Score -195691.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -195719.656250 Penalty: 2509.294189
	Iteration 15Q: 3 clusters Score -195719.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -195730.859375 Penalty: 2509.294189
	Iteration 16Q: 3 clusters Score -195730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -195739.328125 Penalty: 2509.294189
	Iteration 17Q: 3 clusters Score -195739.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -195747.593750 Penalty: 2509.294189
	Iteration 18Q: 3 clusters Score -195747.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -195755.484375 Penalty: 2509.294189
	Iteration 19Q: 3 clusters Score -195755.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -195763.062500 Penalty: 2509.294189
	Iteration 20F: 3 clusters Score -195763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -195772.343750 Penalty: 2509.294189
	Iteration 21Q: 3 clusters Score -195772.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -195775.359375 Penalty: 2509.294189
	Iteration 22Q: 3 clusters Score -195775.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -195777.671875 Penalty: 2509.294189
	Iteration 23Q: 3 clusters Score -195777.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -195780.625000 Penalty: 2509.294189
	Iteration 24Q: 3 clusters Score -195780.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -195782.812500 Penalty: 2509.294189
	Iteration 25Q: 3 clusters Score -195782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195783.625000 Penalty: 2509.294189
	Iteration 26Q: 3 clusters Score -195783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -195784.734375 Penalty: 2509.294189
	Iteration 27Q: 3 clusters Score -195784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -195784.734375 Penalty: 2509.294189
	Iteration 28F: 3 clusters Score -195784.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -193770.765625 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -193770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -191572.265625 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -191572.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -192086.968750 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -192087 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -192210.578125 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -192210.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -192275.765625 Penalty: 2493.797363
	Iteration 3Q: 3 clusters Score -192275.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -192321.515625 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -192321.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -192351.000000 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -192351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -192370.171875 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -192370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -192390.250000 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -192390.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -192411.453125 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -192411.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -192428.984375 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -192429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -192450.546875 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -192450.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -192469.156250 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -192469.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -192488.046875 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -192488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -192503.125000 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -192503.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -192509.390625 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -192509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -192514.406250 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -192514.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -192520.484375 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -192520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -192525.859375 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -192525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -192527.296875 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -192527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -192529.640625 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -192529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -192531.453125 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -192531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -192533.375000 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -192533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -192534.812500 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -192534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -192535.296875 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -192535.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -192535.296875 Penalty: 2493.797363
	Iteration 24F: 3 clusters Score -192535.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -475384.781250 Penalty: 1406.868286
	Iteration 0F: 2 clusters Score -475384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -470951.843750 Penalty: 2813.736572
	Iteration 0F: 3 clusters Score -470951.8 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -472283.687500 Penalty: 2813.736572
	Iteration 1F: 3 clusters Score -472283.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -472530.562500 Penalty: 2813.736572
	Iteration 2F: 3 clusters Score -472530.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -472746.968750 Penalty: 2813.736572
	Iteration 3F: 3 clusters Score -472747 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -472955.593750 Penalty: 2813.736572
	Iteration 4F: 3 clusters Score -472955.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -473150.343750 Penalty: 2813.736572
	Iteration 5F: 3 clusters Score -473150.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -473355.781250 Penalty: 2813.736572
	Iteration 6Q: 3 clusters Score -473355.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -473569.812500 Penalty: 2813.736572
	Iteration 7Q: 3 clusters Score -473569.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -473728.468750 Penalty: 2813.736572
	Iteration 8Q: 3 clusters Score -473728.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -473835.593750 Penalty: 2813.736572
	Iteration 9Q: 3 clusters Score -473835.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -473915.187500 Penalty: 2813.736572
	Iteration 10Q: 3 clusters Score -473915.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -473980.125000 Penalty: 2813.736572
	Iteration 11Q: 3 clusters Score -473980.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -474041.687500 Penalty: 2813.736572
	Iteration 12Q: 3 clusters Score -474041.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -474092.812500 Penalty: 2813.736572
	Iteration 13Q: 3 clusters Score -474092.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -474122.718750 Penalty: 2813.736572
	Iteration 14Q: 3 clusters Score -474122.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -474149.531250 Penalty: 2813.736572
	Iteration 15Q: 3 clusters Score -474149.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -474167.500000 Penalty: 2813.736572
	Iteration 16Q: 3 clusters Score -474167.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -474176.406250 Penalty: 2813.736572
	Iteration 17Q: 3 clusters Score -474176.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -474186.812500 Penalty: 2813.736572
	Iteration 18Q: 3 clusters Score -474186.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -474201.406250 Penalty: 2813.736572
	Iteration 19Q: 3 clusters Score -474201.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -474217.968750 Penalty: 2813.736572
	Iteration 20F: 3 clusters Score -474218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -474225.031250 Penalty: 2813.736572
	Iteration 21Q: 3 clusters Score -474225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -474231.375000 Penalty: 2813.736572
	Iteration 22Q: 3 clusters Score -474231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -474237.593750 Penalty: 2813.736572
	Iteration 23Q: 3 clusters Score -474237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -474241.812500 Penalty: 2813.736572
	Iteration 24Q: 3 clusters Score -474241.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -474247.750000 Penalty: 2813.736572
	Iteration 25Q: 3 clusters Score -474247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -474250.968750 Penalty: 2813.736572
	Iteration 26Q: 3 clusters Score -474251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -474255.218750 Penalty: 2813.736572
	Iteration 27Q: 3 clusters Score -474255.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -474260.562500 Penalty: 2813.736572
	Iteration 28Q: 3 clusters Score -474260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -474268.312500 Penalty: 2813.736572
	Iteration 29Q: 3 clusters Score -474268.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -474273.406250 Penalty: 2813.736572
	Iteration 30Q: 3 clusters Score -474273.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -474279.718750 Penalty: 2813.736572
	Iteration 31Q: 3 clusters Score -474279.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -474286.437500 Penalty: 2813.736572
	Iteration 32Q: 3 clusters Score -474286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -474303.562500 Penalty: 2813.736572
	Iteration 33Q: 3 clusters Score -474303.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -474318.968750 Penalty: 2813.736572
	Iteration 34Q: 3 clusters Score -474319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -474331.687500 Penalty: 2813.736572
	Iteration 35Q: 3 clusters Score -474331.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -474342.156250 Penalty: 2813.736572
	Iteration 36Q: 3 clusters Score -474342.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -474348.218750 Penalty: 2813.736572
	Iteration 37Q: 3 clusters Score -474348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -474357.875000 Penalty: 2813.736572
	Iteration 38Q: 3 clusters Score -474357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -474363.468750 Penalty: 2813.736572
	Iteration 39Q: 3 clusters Score -474363.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -474371.375000 Penalty: 2813.736572
	Iteration 40F: 3 clusters Score -474371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -474377.187500 Penalty: 2813.736572
	Iteration 41Q: 3 clusters Score -474377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -474380.812500 Penalty: 2813.736572
	Iteration 42Q: 3 clusters Score -474380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -474384.687500 Penalty: 2813.736572
	Iteration 43Q: 3 clusters Score -474384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -474387.187500 Penalty: 2813.736572
	Iteration 44Q: 3 clusters Score -474387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -474390.625000 Penalty: 2813.736572
	Iteration 45Q: 3 clusters Score -474390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -474390.625000 Penalty: 2813.736572
	Iteration 46F: 3 clusters Score -474390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -469919.281250 Penalty: 1394.916870
	Iteration 0F: 2 clusters Score -469919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -465729.562500 Penalty: 2789.833740
	Iteration 0F: 3 clusters Score -465729.6 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -466902.375000 Penalty: 2789.833740
	Iteration 1F: 3 clusters Score -466902.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -467178.250000 Penalty: 2789.833740
	Iteration 2F: 3 clusters Score -467178.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -467432.875000 Penalty: 2789.833740
	Iteration 3F: 3 clusters Score -467432.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -467690.812500 Penalty: 2789.833740
	Iteration 4F: 3 clusters Score -467690.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -467949.156250 Penalty: 2789.833740
	Iteration 5F: 3 clusters Score -467949.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -468194.687500 Penalty: 2789.833740
	Iteration 6F: 3 clusters Score -468194.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -468439.875000 Penalty: 2789.833740
	Iteration 7F: 3 clusters Score -468439.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -468681.656250 Penalty: 2789.833740
	Iteration 8Q: 3 clusters Score -468681.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -468859.218750 Penalty: 2789.833740
	Iteration 9Q: 3 clusters Score -468859.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -468986.500000 Penalty: 2789.833740
	Iteration 10Q: 3 clusters Score -468986.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -469088.375000 Penalty: 2789.833740
	Iteration 11Q: 3 clusters Score -469088.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -469143.437500 Penalty: 2789.833740
	Iteration 12Q: 3 clusters Score -469143.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -469185.781250 Penalty: 2789.833740
	Iteration 13Q: 3 clusters Score -469185.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -469218.281250 Penalty: 2789.833740
	Iteration 14Q: 3 clusters Score -469218.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -469245.343750 Penalty: 2789.833740
	Iteration 15Q: 3 clusters Score -469245.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -469263.093750 Penalty: 2789.833740
	Iteration 16Q: 3 clusters Score -469263.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -469283.968750 Penalty: 2789.833740
	Iteration 17Q: 3 clusters Score -469284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -469303.875000 Penalty: 2789.833740
	Iteration 18Q: 3 clusters Score -469303.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -469319.531250 Penalty: 2789.833740
	Iteration 19Q: 3 clusters Score -469319.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -469332.625000 Penalty: 2789.833740
	Iteration 20F: 3 clusters Score -469332.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -469343.375000 Penalty: 2789.833740
	Iteration 21Q: 3 clusters Score -469343.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -469350.843750 Penalty: 2789.833740
	Iteration 22Q: 3 clusters Score -469350.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -469355.031250 Penalty: 2789.833740
	Iteration 23Q: 3 clusters Score -469355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -469358.062500 Penalty: 2789.833740
	Iteration 24Q: 3 clusters Score -469358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -469361.343750 Penalty: 2789.833740
	Iteration 25Q: 3 clusters Score -469361.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -469363.906250 Penalty: 2789.833740
	Iteration 26Q: 3 clusters Score -469363.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -469366.718750 Penalty: 2789.833740
	Iteration 27Q: 3 clusters Score -469366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -469368.093750 Penalty: 2789.833740
	Iteration 28Q: 3 clusters Score -469368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -469370.187500 Penalty: 2789.833740
	Iteration 29Q: 3 clusters Score -469370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -469372.437500 Penalty: 2789.833740
	Iteration 30Q: 3 clusters Score -469372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -469373.843750 Penalty: 2789.833740
	Iteration 31Q: 3 clusters Score -469373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -469374.750000 Penalty: 2789.833740
	Iteration 32Q: 3 clusters Score -469374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -469375.968750 Penalty: 2789.833740
	Iteration 33Q: 3 clusters Score -469376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -469375.625000 Penalty: 2789.833740
	Iteration 34Q: 3 clusters Score -469375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -469375.500000 Penalty: 2789.833740
	Iteration 35Q: 3 clusters Score -469375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -469375.968750 Penalty: 2789.833740
	Iteration 36Q: 3 clusters Score -469376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -469375.968750 Penalty: 2789.833740
	Iteration 37F: 3 clusters Score -469376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Entering Unmasked Estep 
Score: -405691.000000 Penalty: 1370.105347
	Iteration 0F: 2 clusters Score -405691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -402001.687500 Penalty: 2740.210693
	Iteration 0F: 3 clusters Score -402001.7 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -402986.156250 Penalty: 2740.210693
	Iteration 1F: 3 clusters Score -402986.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -403136.031250 Penalty: 2740.210693
	Iteration 2F: 3 clusters Score -403136 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -403249.750000 Penalty: 2740.210693
	Iteration 3F: 3 clusters Score -403249.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -403338.093750 Penalty: 2740.210693
	Iteration 4Q: 3 clusters Score -403338.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -403407.656250 Penalty: 2740.210693
	Iteration 5Q: 3 clusters Score -403407.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -403468.625000 Penalty: 2740.210693
	Iteration 6Q: 3 clusters Score -403468.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -403540.000000 Penalty: 2740.210693
	Iteration 7Q: 3 clusters Score -403540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -403618.750000 Penalty: 2740.210693
	Iteration 8Q: 3 clusters Score -403618.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -403701.812500 Penalty: 2740.210693
	Iteration 9Q: 3 clusters Score -403701.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -403803.875000 Penalty: 2740.210693
	Iteration 10Q: 3 clusters Score -403803.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -403926.250000 Penalty: 2740.210693
	Iteration 11Q: 3 clusters Score -403926.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -404062.312500 Penalty: 2740.210693
	Iteration 12Q: 3 clusters Score -404062.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -404196.875000 Penalty: 2740.210693
	Iteration 13Q: 3 clusters Score -404196.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -404287.875000 Penalty: 2740.210693
	Iteration 14Q: 3 clusters Score -404287.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -404353.968750 Penalty: 2740.210693
	Iteration 15Q: 3 clusters Score -404354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -404419.125000 Penalty: 2740.210693
	Iteration 16Q: 3 clusters Score -404419.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -404477.000000 Penalty: 2740.210693
	Iteration 17Q: 3 clusters Score -404477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -404524.937500 Penalty: 2740.210693
	Iteration 18Q: 3 clusters Score -404524.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -404568.125000 Penalty: 2740.210693
	Iteration 19Q: 3 clusters Score -404568.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -404586.125000 Penalty: 2740.210693
	Iteration 20F: 3 clusters Score -404586.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -404596.312500 Penalty: 2740.210693
	Iteration 21Q: 3 clusters Score -404596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -404600.750000 Penalty: 2740.210693
	Iteration 22Q: 3 clusters Score -404600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -404605.750000 Penalty: 2740.210693
	Iteration 23Q: 3 clusters Score -404605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -404610.531250 Penalty: 2740.210693
	Iteration 24Q: 3 clusters Score -404610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -404613.625000 Penalty: 2740.210693
	Iteration 25Q: 3 clusters Score -404613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -404617.531250 Penalty: 2740.210693
	Iteration 26Q: 3 clusters Score -404617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -404620.000000 Penalty: 2740.210693
	Iteration 27Q: 3 clusters Score -404620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -404621.625000 Penalty: 2740.210693
	Iteration 28Q: 3 clusters Score -404621.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -404629.406250 Penalty: 2740.210693
	Iteration 29Q: 3 clusters Score -404629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -404632.937500 Penalty: 2740.210693
	Iteration 30Q: 3 clusters Score -404632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -404634.281250 Penalty: 2740.210693
	Iteration 31Q: 3 clusters Score -404634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -404635.406250 Penalty: 2740.210693
	Iteration 32Q: 3 clusters Score -404635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -404636.343750 Penalty: 2740.210693
	Iteration 33Q: 3 clusters Score -404636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -404637.312500 Penalty: 2740.210693
	Iteration 34Q: 3 clusters Score -404637.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -404637.312500 Penalty: 2740.210693
	Iteration 35F: 3 clusters Score -404637.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -212172.015625 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -212172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -209863.593750 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -209863.6 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -210413.281250 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -210413.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -210526.406250 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -210526.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -210593.171875 Penalty: 2524.635742
	Iteration 3Q: 3 clusters Score -210593.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -210637.234375 Penalty: 2524.635742
	Iteration 4Q: 3 clusters Score -210637.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -210666.203125 Penalty: 2524.635742
	Iteration 5Q: 3 clusters Score -210666.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -210689.109375 Penalty: 2524.635742
	Iteration 6Q: 3 clusters Score -210689.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -210703.546875 Penalty: 2524.635742
	Iteration 7Q: 3 clusters Score -210703.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -210713.046875 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -210713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -210721.593750 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -210721.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -210731.531250 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -210731.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -210742.984375 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -210743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -210753.781250 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -210753.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -210771.843750 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -210771.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -210787.234375 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -210787.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -210807.203125 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -210807.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -210832.453125 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -210832.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -210860.578125 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -210860.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -210888.843750 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -210888.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -210914.218750 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -210914.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -210952.218750 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -210952.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -211000.859375 Penalty: 2524.635742
	Iteration 21Q: 3 clusters Score -211000.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -211059.859375 Penalty: 2524.635742
	Iteration 22Q: 3 clusters Score -211059.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -211112.984375 Penalty: 2524.635742
	Iteration 23Q: 3 clusters Score -211113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -211146.078125 Penalty: 2524.635742
	Iteration 24Q: 3 clusters Score -211146.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -211172.625000 Penalty: 2524.635742
	Iteration 25Q: 3 clusters Score -211172.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211188.546875 Penalty: 2524.635742
	Iteration 26Q: 3 clusters Score -211188.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -211202.406250 Penalty: 2524.635742
	Iteration 27Q: 3 clusters Score -211202.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -211216.843750 Penalty: 2524.635742
	Iteration 28Q: 3 clusters Score -211216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -211223.468750 Penalty: 2524.635742
	Iteration 29Q: 3 clusters Score -211223.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -211227.421875 Penalty: 2524.635742
	Iteration 30Q: 3 clusters Score -211227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -211230.859375 Penalty: 2524.635742
	Iteration 31Q: 3 clusters Score -211230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -211233.421875 Penalty: 2524.635742
	Iteration 32Q: 3 clusters Score -211233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -211236.546875 Penalty: 2524.635742
	Iteration 33Q: 3 clusters Score -211236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -211237.515625 Penalty: 2524.635742
	Iteration 34Q: 3 clusters Score -211237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -211238.906250 Penalty: 2524.635742
	Iteration 35Q: 3 clusters Score -211238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -211240.437500 Penalty: 2524.635742
	Iteration 36Q: 3 clusters Score -211240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -211240.875000 Penalty: 2524.635742
	Iteration 37Q: 3 clusters Score -211240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -211241.218750 Penalty: 2524.635742
	Iteration 38Q: 3 clusters Score -211241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -211241.218750 Penalty: 2524.635742
	Iteration 39F: 3 clusters Score -211241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Entering Unmasked Estep 
Score: -6779298.500000 Penalty: 1816.426880
	Iteration 0F: 2 clusters Score -6779298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -6731437.500000 Penalty: 3632.853760
	Iteration 0F: 3 clusters Score -6731438 nChanged 34002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -6751138.500000 Penalty: 3632.853760
	Iteration 1F: 3 clusters Score -6751138 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -6751776.000000 Penalty: 3632.853760
	Iteration 2Q: 3 clusters Score -6751776 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -6752571.000000 Penalty: 3632.853760
	Iteration 3Q: 3 clusters Score -6752571 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -6753379.000000 Penalty: 3632.853760
	Iteration 4Q: 3 clusters Score -6753379 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -6754206.500000 Penalty: 3632.853760
	Iteration 5Q: 3 clusters Score -6754206 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -6755408.500000 Penalty: 3632.853760
	Iteration 6Q: 3 clusters Score -6755408 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -6756978.500000 Penalty: 3632.853760
	Iteration 7Q: 3 clusters Score -6756978 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -6759137.500000 Penalty: 3632.853760
	Iteration 8F: 3 clusters Score -6759138 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -6761943.500000 Penalty: 3632.853760
	Iteration 9F: 3 clusters Score -6761944 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -6765136.000000 Penalty: 3632.853760
	Iteration 10F: 3 clusters Score -6765136 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -6767988.000000 Penalty: 3632.853760
	Iteration 11F: 3 clusters Score -6767988 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -6770185.000000 Penalty: 3632.853760
	Iteration 12Q: 3 clusters Score -6770185 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -6771708.500000 Penalty: 3632.853760
	Iteration 13Q: 3 clusters Score -6771708 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -6772959.000000 Penalty: 3632.853760
	Iteration 14Q: 3 clusters Score -6772959 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -6773869.500000 Penalty: 3632.853760
	Iteration 15Q: 3 clusters Score -6773870 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -6774748.500000 Penalty: 3632.853760
	Iteration 16Q: 3 clusters Score -6774748 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -6775415.000000 Penalty: 3632.853760
	Iteration 17Q: 3 clusters Score -6775415 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -6776028.500000 Penalty: 3632.853760
	Iteration 18Q: 3 clusters Score -6776028 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -6776485.500000 Penalty: 3632.853760
	Iteration 19Q: 3 clusters Score -6776486 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -6776874.000000 Penalty: 3632.853760
	Iteration 20F: 3 clusters Score -6776874 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -6777163.500000 Penalty: 3632.853760
	Iteration 21Q: 3 clusters Score -6777164 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -6777359.000000 Penalty: 3632.853760
	Iteration 22Q: 3 clusters Score -6777359 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -6777483.000000 Penalty: 3632.853760
	Iteration 23Q: 3 clusters Score -6777483 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -6777580.500000 Penalty: 3632.853760
	Iteration 24Q: 3 clusters Score -6777580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -6777667.500000 Penalty: 3632.853760
	Iteration 25Q: 3 clusters Score -6777668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -6777709.000000 Penalty: 3632.853760
	Iteration 26Q: 3 clusters Score -6777709 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -6777741.000000 Penalty: 3632.853760
	Iteration 27Q: 3 clusters Score -6777741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -6777763.500000 Penalty: 3632.853760
	Iteration 28Q: 3 clusters Score -6777764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -6777798.000000 Penalty: 3632.853760
	Iteration 29Q: 3 clusters Score -6777798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -6777836.000000 Penalty: 3632.853760
	Iteration 30Q: 3 clusters Score -6777836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -6777849.000000 Penalty: 3632.853760
	Iteration 31Q: 3 clusters Score -6777849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -6777861.500000 Penalty: 3632.853760
	Iteration 32Q: 3 clusters Score -6777862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -6777874.000000 Penalty: 3632.853760
	Iteration 33Q: 3 clusters Score -6777874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -6777886.500000 Penalty: 3632.853760
	Iteration 34Q: 3 clusters Score -6777886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -6777891.000000 Penalty: 3632.853760
	Iteration 35Q: 3 clusters Score -6777891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -6777897.500000 Penalty: 3632.853760
	Iteration 36Q: 3 clusters Score -6777898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -6777904.000000 Penalty: 3632.853760
	Iteration 37Q: 3 clusters Score -6777904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -6777926.000000 Penalty: 3632.853760
	Iteration 38Q: 3 clusters Score -6777926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -6777929.000000 Penalty: 3632.853760
	Iteration 39Q: 3 clusters Score -6777929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -6777928.000000 Penalty: 3632.853760
	Iteration 40F: 3 clusters Score -6777928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -6777934.000000 Penalty: 3632.853760
	Iteration 41Q: 3 clusters Score -6777934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -6777937.000000 Penalty: 3632.853760
	Iteration 42Q: 3 clusters Score -6777937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -6777938.000000 Penalty: 3632.853760
	Iteration 43Q: 3 clusters Score -6777938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -6777934.000000 Penalty: 3632.853760
	Iteration 44Q: 3 clusters Score -6777934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -6777943.500000 Penalty: 3632.853760
	Iteration 45Q: 3 clusters Score -6777944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -6777940.500000 Penalty: 3632.853760
	Iteration 46Q: 3 clusters Score -6777940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -6777943.000000 Penalty: 3632.853760
	Iteration 47Q: 3 clusters Score -6777943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -6777946.000000 Penalty: 3632.853760
	Iteration 48Q: 3 clusters Score -6777946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -6777944.500000 Penalty: 3632.853760
	Iteration 49Q: 3 clusters Score -6777944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -6777948.500000 Penalty: 3632.853760
	Iteration 50Q: 3 clusters Score -6777948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -6777950.500000 Penalty: 3632.853760
	Iteration 51Q: 3 clusters Score -6777950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -6777948.000000 Penalty: 3632.853760
	Iteration 52Q: 3 clusters Score -6777948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -6777948.000000 Penalty: 3632.853760
	Iteration 53Q: 3 clusters Score -6777948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -6777950.500000 Penalty: 3632.853760
	Iteration 54Q: 3 clusters Score -6777950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -6777949.000000 Penalty: 3632.853760
	Iteration 55Q: 3 clusters Score -6777949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -6777952.000000 Penalty: 3632.853760
	Iteration 56Q: 3 clusters Score -6777952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -6777952.000000 Penalty: 3632.853760
	Iteration 57F: 3 clusters Score -6777952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -140480.984375 Penalty: 1209.500244
	Iteration 0F: 2 clusters Score -140481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -138568.453125 Penalty: 2419.000488
	Iteration 0F: 3 clusters Score -138568.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138958.375000 Penalty: 2419.000488
	Iteration 1F: 3 clusters Score -138958.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -139062.453125 Penalty: 2419.000488
	Iteration 2F: 3 clusters Score -139062.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -139113.531250 Penalty: 2419.000488
	Iteration 3Q: 3 clusters Score -139113.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -139150.156250 Penalty: 2419.000488
	Iteration 4Q: 3 clusters Score -139150.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -139166.093750 Penalty: 2419.000488
	Iteration 5Q: 3 clusters Score -139166.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -139179.390625 Penalty: 2419.000488
	Iteration 6Q: 3 clusters Score -139179.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -139191.312500 Penalty: 2419.000488
	Iteration 7Q: 3 clusters Score -139191.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -139203.921875 Penalty: 2419.000488
	Iteration 8Q: 3 clusters Score -139203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -139210.406250 Penalty: 2419.000488
	Iteration 9Q: 3 clusters Score -139210.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -139219.843750 Penalty: 2419.000488
	Iteration 10Q: 3 clusters Score -139219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -139224.343750 Penalty: 2419.000488
	Iteration 11Q: 3 clusters Score -139224.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -139229.203125 Penalty: 2419.000488
	Iteration 12Q: 3 clusters Score -139229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139236.625000 Penalty: 2419.000488
	Iteration 13Q: 3 clusters Score -139236.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139242.218750 Penalty: 2419.000488
	Iteration 14Q: 3 clusters Score -139242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -139245.859375 Penalty: 2419.000488
	Iteration 15Q: 3 clusters Score -139245.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139250.375000 Penalty: 2419.000488
	Iteration 16Q: 3 clusters Score -139250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139253.359375 Penalty: 2419.000488
	Iteration 17Q: 3 clusters Score -139253.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139257.781250 Penalty: 2419.000488
	Iteration 18Q: 3 clusters Score -139257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139261.046875 Penalty: 2419.000488
	Iteration 19Q: 3 clusters Score -139261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -139261.812500 Penalty: 2419.000488
	Iteration 20F: 3 clusters Score -139261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -260720.812500 Penalty: 1285.232300
	Iteration 0F: 2 clusters Score -260720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258190.906250 Penalty: 2570.464600
	Iteration 0F: 3 clusters Score -258190.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -258802.375000 Penalty: 2570.464600
	Iteration 1F: 3 clusters Score -258802.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -258933.171875 Penalty: 2570.464600
	Iteration 2F: 3 clusters Score -258933.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -259016.656250 Penalty: 2570.464600
	Iteration 3F: 3 clusters Score -259016.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -259045.750000 Penalty: 2570.464600
	Iteration 4Q: 3 clusters Score -259045.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -259060.656250 Penalty: 2570.464600
	Iteration 5Q: 3 clusters Score -259060.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -259069.640625 Penalty: 2570.464600
	Iteration 6Q: 3 clusters Score -259069.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259076.203125 Penalty: 2570.464600
	Iteration 7Q: 3 clusters Score -259076.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -259084.203125 Penalty: 2570.464600
	Iteration 8Q: 3 clusters Score -259084.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259088.000000 Penalty: 2570.464600
	Iteration 9Q: 3 clusters Score -259088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -259093.687500 Penalty: 2570.464600
	Iteration 10Q: 3 clusters Score -259093.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -259098.718750 Penalty: 2570.464600
	Iteration 11Q: 3 clusters Score -259098.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -259103.765625 Penalty: 2570.464600
	Iteration 12Q: 3 clusters Score -259103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -259108.734375 Penalty: 2570.464600
	Iteration 13Q: 3 clusters Score -259108.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259116.171875 Penalty: 2570.464600
	Iteration 14Q: 3 clusters Score -259116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -259124.312500 Penalty: 2570.464600
	Iteration 15Q: 3 clusters Score -259124.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -259131.781250 Penalty: 2570.464600
	Iteration 16Q: 3 clusters Score -259131.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -259139.734375 Penalty: 2570.464600
	Iteration 17Q: 3 clusters Score -259139.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -259145.312500 Penalty: 2570.464600
	Iteration 18Q: 3 clusters Score -259145.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -259149.203125 Penalty: 2570.464600
	Iteration 19Q: 3 clusters Score -259149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -259151.812500 Penalty: 2570.464600
	Iteration 20F: 3 clusters Score -259151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -259154.562500 Penalty: 2570.464600
	Iteration 21Q: 3 clusters Score -259154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -259156.421875 Penalty: 2570.464600
	Iteration 22Q: 3 clusters Score -259156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -259158.921875 Penalty: 2570.464600
	Iteration 23Q: 3 clusters Score -259158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -259161.343750 Penalty: 2570.464600
	Iteration 24Q: 3 clusters Score -259161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -259162.156250 Penalty: 2570.464600
	Iteration 25Q: 3 clusters Score -259162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -259162.484375 Penalty: 2570.464600
	Iteration 26Q: 3 clusters Score -259162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -259163.609375 Penalty: 2570.464600
	Iteration 27Q: 3 clusters Score -259163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -259163.765625 Penalty: 2570.464600
	Iteration 28Q: 3 clusters Score -259163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -259164.765625 Penalty: 2570.464600
	Iteration 29Q: 3 clusters Score -259164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -259164.812500 Penalty: 2570.464600
	Iteration 30Q: 3 clusters Score -259164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -259165.234375 Penalty: 2570.464600
	Iteration 31Q: 3 clusters Score -259165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -259164.843750 Penalty: 2570.464600
	Iteration 32Q: 3 clusters Score -259164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -259164.843750 Penalty: 2570.464600
	Iteration 33F: 3 clusters Score -259164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Entering Unmasked Estep 
Score: -1273035.500000 Penalty: 1545.049561
	Iteration 0F: 2 clusters Score -1273036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1263680.125000 Penalty: 3090.099121
	Iteration 0F: 3 clusters Score -1263680 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1266885.125000 Penalty: 3090.099121
	Iteration 1F: 3 clusters Score -1266885 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1267133.000000 Penalty: 3090.099121
	Iteration 2F: 3 clusters Score -1267133 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1267323.750000 Penalty: 3090.099121
	Iteration 3Q: 3 clusters Score -1267324 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1267469.125000 Penalty: 3090.099121
	Iteration 4Q: 3 clusters Score -1267469 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1267592.500000 Penalty: 3090.099121
	Iteration 5Q: 3 clusters Score -1267592 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1267679.625000 Penalty: 3090.099121
	Iteration 6Q: 3 clusters Score -1267680 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1267774.250000 Penalty: 3090.099121
	Iteration 7Q: 3 clusters Score -1267774 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1267837.500000 Penalty: 3090.099121
	Iteration 8Q: 3 clusters Score -1267838 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1267919.125000 Penalty: 3090.099121
	Iteration 9Q: 3 clusters Score -1267919 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1268003.125000 Penalty: 3090.099121
	Iteration 10Q: 3 clusters Score -1268003 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1268106.875000 Penalty: 3090.099121
	Iteration 11Q: 3 clusters Score -1268107 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1268235.875000 Penalty: 3090.099121
	Iteration 12Q: 3 clusters Score -1268236 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1268418.250000 Penalty: 3090.099121
	Iteration 13Q: 3 clusters Score -1268418 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1268658.875000 Penalty: 3090.099121
	Iteration 14Q: 3 clusters Score -1268659 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1268964.250000 Penalty: 3090.099121
	Iteration 15Q: 3 clusters Score -1268964 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1269314.750000 Penalty: 3090.099121
	Iteration 16Q: 3 clusters Score -1269315 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1269698.750000 Penalty: 3090.099121
	Iteration 17Q: 3 clusters Score -1269699 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1270090.125000 Penalty: 3090.099121
	Iteration 18Q: 3 clusters Score -1270090 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1270446.000000 Penalty: 3090.099121
	Iteration 19Q: 3 clusters Score -1270446 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1270707.500000 Penalty: 3090.099121
	Iteration 20F: 3 clusters Score -1270708 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1270889.625000 Penalty: 3090.099121
	Iteration 21Q: 3 clusters Score -1270890 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1271062.375000 Penalty: 3090.099121
	Iteration 22Q: 3 clusters Score -1271062 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1271196.000000 Penalty: 3090.099121
	Iteration 23Q: 3 clusters Score -1271196 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1271313.750000 Penalty: 3090.099121
	Iteration 24Q: 3 clusters Score -1271314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1271400.625000 Penalty: 3090.099121
	Iteration 25Q: 3 clusters Score -1271401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1271462.625000 Penalty: 3090.099121
	Iteration 26Q: 3 clusters Score -1271463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1271506.875000 Penalty: 3090.099121
	Iteration 27Q: 3 clusters Score -1271507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1271558.500000 Penalty: 3090.099121
	Iteration 28Q: 3 clusters Score -1271558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1271585.625000 Penalty: 3090.099121
	Iteration 29Q: 3 clusters Score -1271586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1271595.500000 Penalty: 3090.099121
	Iteration 30Q: 3 clusters Score -1271596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1271607.625000 Penalty: 3090.099121
	Iteration 31Q: 3 clusters Score -1271608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1271615.125000 Penalty: 3090.099121
	Iteration 32Q: 3 clusters Score -1271615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1271622.125000 Penalty: 3090.099121
	Iteration 33Q: 3 clusters Score -1271622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1271629.500000 Penalty: 3090.099121
	Iteration 34Q: 3 clusters Score -1271630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1271635.625000 Penalty: 3090.099121
	Iteration 35Q: 3 clusters Score -1271636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1271646.125000 Penalty: 3090.099121
	Iteration 36Q: 3 clusters Score -1271646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1271650.375000 Penalty: 3090.099121
	Iteration 37Q: 3 clusters Score -1271650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1271660.000000 Penalty: 3090.099121
	Iteration 38Q: 3 clusters Score -1271660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1271668.500000 Penalty: 3090.099121
	Iteration 39Q: 3 clusters Score -1271668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1271675.125000 Penalty: 3090.099121
	Iteration 40F: 3 clusters Score -1271675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1271678.875000 Penalty: 3090.099121
	Iteration 41Q: 3 clusters Score -1271679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1271680.375000 Penalty: 3090.099121
	Iteration 42Q: 3 clusters Score -1271680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1271680.250000 Penalty: 3090.099121
	Iteration 43Q: 3 clusters Score -1271680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1271682.250000 Penalty: 3090.099121
	Iteration 44Q: 3 clusters Score -1271682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1271684.125000 Penalty: 3090.099121
	Iteration 45Q: 3 clusters Score -1271684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1271685.000000 Penalty: 3090.099121
	Iteration 46Q: 3 clusters Score -1271685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1271691.000000 Penalty: 3090.099121
	Iteration 47Q: 3 clusters Score -1271691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1271692.250000 Penalty: 3090.099121
	Iteration 48Q: 3 clusters Score -1271692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1271694.000000 Penalty: 3090.099121
	Iteration 49Q: 3 clusters Score -1271694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1271696.375000 Penalty: 3090.099121
	Iteration 50Q: 3 clusters Score -1271696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1271697.625000 Penalty: 3090.099121
	Iteration 51Q: 3 clusters Score -1271698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1271697.750000 Penalty: 3090.099121
	Iteration 52Q: 3 clusters Score -1271698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1271697.750000 Penalty: 3090.099121
	Iteration 53F: 3 clusters Score -1271698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -369049.593750 Penalty: 1356.483398
	Iteration 0F: 2 clusters Score -369049.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -365561.000000 Penalty: 2712.966797
	Iteration 0F: 3 clusters Score -365561 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -366473.125000 Penalty: 2712.966797
	Iteration 1F: 3 clusters Score -366473.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -366630.687500 Penalty: 2712.966797
	Iteration 2F: 3 clusters Score -366630.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -366733.437500 Penalty: 2712.966797
	Iteration 3Q: 3 clusters Score -366733.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -366811.281250 Penalty: 2712.966797
	Iteration 4Q: 3 clusters Score -366811.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -366881.718750 Penalty: 2712.966797
	Iteration 5Q: 3 clusters Score -366881.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -366958.343750 Penalty: 2712.966797
	Iteration 6Q: 3 clusters Score -366958.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -367031.500000 Penalty: 2712.966797
	Iteration 7Q: 3 clusters Score -367031.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -367098.031250 Penalty: 2712.966797
	Iteration 8Q: 3 clusters Score -367098 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -367164.781250 Penalty: 2712.966797
	Iteration 9Q: 3 clusters Score -367164.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -367228.187500 Penalty: 2712.966797
	Iteration 10Q: 3 clusters Score -367228.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -367300.937500 Penalty: 2712.966797
	Iteration 11Q: 3 clusters Score -367300.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -367381.375000 Penalty: 2712.966797
	Iteration 12Q: 3 clusters Score -367381.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -367476.718750 Penalty: 2712.966797
	Iteration 13Q: 3 clusters Score -367476.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -367578.875000 Penalty: 2712.966797
	Iteration 14Q: 3 clusters Score -367578.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -367682.312500 Penalty: 2712.966797
	Iteration 15Q: 3 clusters Score -367682.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -367756.468750 Penalty: 2712.966797
	Iteration 16Q: 3 clusters Score -367756.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -367821.593750 Penalty: 2712.966797
	Iteration 17Q: 3 clusters Score -367821.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -367883.937500 Penalty: 2712.966797
	Iteration 18Q: 3 clusters Score -367883.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -367933.406250 Penalty: 2712.966797
	Iteration 19Q: 3 clusters Score -367933.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -367977.250000 Penalty: 2712.966797
	Iteration 20F: 3 clusters Score -367977.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -368012.093750 Penalty: 2712.966797
	Iteration 21Q: 3 clusters Score -368012.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -368037.156250 Penalty: 2712.966797
	Iteration 22Q: 3 clusters Score -368037.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -368053.250000 Penalty: 2712.966797
	Iteration 23Q: 3 clusters Score -368053.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -368063.000000 Penalty: 2712.966797
	Iteration 24Q: 3 clusters Score -368063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -368070.062500 Penalty: 2712.966797
	Iteration 25Q: 3 clusters Score -368070.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -368077.343750 Penalty: 2712.966797
	Iteration 26Q: 3 clusters Score -368077.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -368081.593750 Penalty: 2712.966797
	Iteration 27Q: 3 clusters Score -368081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -368083.437500 Penalty: 2712.966797
	Iteration 28Q: 3 clusters Score -368083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -368088.062500 Penalty: 2712.966797
	Iteration 29Q: 3 clusters Score -368088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -368091.500000 Penalty: 2712.966797
	Iteration 30Q: 3 clusters Score -368091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -368092.750000 Penalty: 2712.966797
	Iteration 31Q: 3 clusters Score -368092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -368092.843750 Penalty: 2712.966797
	Iteration 32Q: 3 clusters Score -368092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -368093.062500 Penalty: 2712.966797
	Iteration 33Q: 3 clusters Score -368093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -368092.968750 Penalty: 2712.966797
	Iteration 34Q: 3 clusters Score -368093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -368093.687500 Penalty: 2712.966797
	Iteration 35Q: 3 clusters Score -368093.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -368093.687500 Penalty: 2712.966797
	Iteration 36F: 3 clusters Score -368093.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (125664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125664 members 
Entering Unmasked Estep 
Score: -11852299.000000 Penalty: 1907.972168
	Iteration 0F: 2 clusters Score -1.18523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -11768249.000000 Penalty: 3815.944336
	Iteration 0F: 3 clusters Score -1.176825e+07 nChanged 60244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -11804050.000000 Penalty: 3815.944336
	Iteration 1F: 3 clusters Score -1.180405e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -11805456.000000 Penalty: 3815.944336
	Iteration 2Q: 3 clusters Score -1.180546e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -11807476.000000 Penalty: 3815.944336
	Iteration 3Q: 3 clusters Score -1.180748e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -11810730.000000 Penalty: 3815.944336
	Iteration 4Q: 3 clusters Score -1.181073e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -11815312.000000 Penalty: 3815.944336
	Iteration 5F: 3 clusters Score -1.181531e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -11821723.000000 Penalty: 3815.944336
	Iteration 6F: 3 clusters Score -1.182172e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -11829340.000000 Penalty: 3815.944336
	Iteration 7F: 3 clusters Score -1.182934e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -11836307.000000 Penalty: 3815.944336
	Iteration 8F: 3 clusters Score -1.183631e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102255 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -11840761.000000 Penalty: 3815.944336
	Iteration 9Q: 3 clusters Score -1.184076e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -11843064.000000 Penalty: 3815.944336
	Iteration 10Q: 3 clusters Score -1.184306e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -11844464.000000 Penalty: 3815.944336
	Iteration 11Q: 3 clusters Score -1.184446e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108427 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -11845379.000000 Penalty: 3815.944336
	Iteration 12Q: 3 clusters Score -1.184538e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -11846039.000000 Penalty: 3815.944336
	Iteration 13Q: 3 clusters Score -1.184604e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -11846649.000000 Penalty: 3815.944336
	Iteration 14Q: 3 clusters Score -1.184665e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -11847200.000000 Penalty: 3815.944336
	Iteration 15Q: 3 clusters Score -1.18472e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -11847598.000000 Penalty: 3815.944336
	Iteration 16Q: 3 clusters Score -1.18476e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -11848013.000000 Penalty: 3815.944336
	Iteration 17Q: 3 clusters Score -1.184801e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -11848320.000000 Penalty: 3815.944336
	Iteration 18Q: 3 clusters Score -1.184832e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -11848609.000000 Penalty: 3815.944336
	Iteration 19Q: 3 clusters Score -1.184861e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116653 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -11848858.000000 Penalty: 3815.944336
	Iteration 20F: 3 clusters Score -1.184886e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -11849049.000000 Penalty: 3815.944336
	Iteration 21Q: 3 clusters Score -1.184905e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117829 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -11849166.000000 Penalty: 3815.944336
	Iteration 22Q: 3 clusters Score -1.184917e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118299 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -11849264.000000 Penalty: 3815.944336
	Iteration 23Q: 3 clusters Score -1.184926e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118738 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -11849377.000000 Penalty: 3815.944336
	Iteration 24Q: 3 clusters Score -1.184938e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119130 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -11849464.000000 Penalty: 3815.944336
	Iteration 25Q: 3 clusters Score -1.184946e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119505 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -11849552.000000 Penalty: 3815.944336
	Iteration 26Q: 3 clusters Score -1.184955e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119846 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -11849629.000000 Penalty: 3815.944336
	Iteration 27Q: 3 clusters Score -1.184963e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -11849714.000000 Penalty: 3815.944336
	Iteration 28Q: 3 clusters Score -1.184971e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120475 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -11849795.000000 Penalty: 3815.944336
	Iteration 29Q: 3 clusters Score -1.18498e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -11849865.000000 Penalty: 3815.944336
	Iteration 30Q: 3 clusters Score -1.184986e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121056 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -11849934.000000 Penalty: 3815.944336
	Iteration 31Q: 3 clusters Score -1.184993e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121319 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -11849988.000000 Penalty: 3815.944336
	Iteration 32Q: 3 clusters Score -1.184999e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -11850054.000000 Penalty: 3815.944336
	Iteration 33Q: 3 clusters Score -1.185005e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121759 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -11850114.000000 Penalty: 3815.944336
	Iteration 34Q: 3 clusters Score -1.185011e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -11850187.000000 Penalty: 3815.944336
	Iteration 35Q: 3 clusters Score -1.185019e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122207 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11850224.000000 Penalty: 3815.944336
	Iteration 36Q: 3 clusters Score -1.185022e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -11850272.000000 Penalty: 3815.944336
	Iteration 37Q: 3 clusters Score -1.185027e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122556 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -11850304.000000 Penalty: 3815.944336
	Iteration 38Q: 3 clusters Score -1.18503e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122708 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -11850346.000000 Penalty: 3815.944336
	Iteration 39Q: 3 clusters Score -1.185035e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122846 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11850397.000000 Penalty: 3815.944336
	Iteration 40F: 3 clusters Score -1.18504e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -11850429.000000 Penalty: 3815.944336
	Iteration 41Q: 3 clusters Score -1.185043e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11850456.000000 Penalty: 3815.944336
	Iteration 42Q: 3 clusters Score -1.185046e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123170 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11850485.000000 Penalty: 3815.944336
	Iteration 43Q: 3 clusters Score -1.185048e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123251 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -11850507.000000 Penalty: 3815.944336
	Iteration 44Q: 3 clusters Score -1.185051e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -11850522.000000 Penalty: 3815.944336
	Iteration 45Q: 3 clusters Score -1.185052e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11850549.000000 Penalty: 3815.944336
	Iteration 46Q: 3 clusters Score -1.185055e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11850569.000000 Penalty: 3815.944336
	Iteration 47Q: 3 clusters Score -1.185057e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -11850581.000000 Penalty: 3815.944336
	Iteration 48Q: 3 clusters Score -1.185058e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123548 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11850596.000000 Penalty: 3815.944336
	Iteration 49Q: 3 clusters Score -1.18506e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123593 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -11850613.000000 Penalty: 3815.944336
	Iteration 50Q: 3 clusters Score -1.185061e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123631 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -11850626.000000 Penalty: 3815.944336
	Iteration 51Q: 3 clusters Score -1.185063e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123664 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11850633.000000 Penalty: 3815.944336
	Iteration 52Q: 3 clusters Score -1.185063e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11850624.000000 Penalty: 3815.944336
	Iteration 53Q: 3 clusters Score -1.185062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11850618.000000 Penalty: 3815.944336
	Iteration 54Q: 3 clusters Score -1.185062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123777 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11850631.000000 Penalty: 3815.944336
	Iteration 55Q: 3 clusters Score -1.185063e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123815 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -11850628.000000 Penalty: 3815.944336
	Iteration 56Q: 3 clusters Score -1.185063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123861 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11850651.000000 Penalty: 3815.944336
	Iteration 57Q: 3 clusters Score -1.185065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11850667.000000 Penalty: 3815.944336
	Iteration 58Q: 3 clusters Score -1.185067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123933 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -11850683.000000 Penalty: 3815.944336
	Iteration 59Q: 3 clusters Score -1.185068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11850680.000000 Penalty: 3815.944336
	Iteration 60F: 3 clusters Score -1.185068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -11850687.000000 Penalty: 3815.944336
	Iteration 61Q: 3 clusters Score -1.185069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123980 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11850705.000000 Penalty: 3815.944336
	Iteration 62Q: 3 clusters Score -1.18507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124002 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11850702.000000 Penalty: 3815.944336
	Iteration 63Q: 3 clusters Score -1.18507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124018 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -11850711.000000 Penalty: 3815.944336
	Iteration 64Q: 3 clusters Score -1.185071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11850719.000000 Penalty: 3815.944336
	Iteration 65Q: 3 clusters Score -1.185072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124045 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11850729.000000 Penalty: 3815.944336
	Iteration 66Q: 3 clusters Score -1.185073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124062 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11850724.000000 Penalty: 3815.944336
	Iteration 67Q: 3 clusters Score -1.185072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124074 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11850727.000000 Penalty: 3815.944336
	Iteration 68Q: 3 clusters Score -1.185073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11850720.000000 Penalty: 3815.944336
	Iteration 69Q: 3 clusters Score -1.185072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11850747.000000 Penalty: 3815.944336
	Iteration 70Q: 3 clusters Score -1.185075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124133 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11850752.000000 Penalty: 3815.944336
	Iteration 71Q: 3 clusters Score -1.185075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124142 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11850747.000000 Penalty: 3815.944336
	Iteration 72Q: 3 clusters Score -1.185075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11850754.000000 Penalty: 3815.944336
	Iteration 73Q: 3 clusters Score -1.185075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11850747.000000 Penalty: 3815.944336
	Iteration 74Q: 3 clusters Score -1.185075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124163 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11850745.000000 Penalty: 3815.944336
	Iteration 75Q: 3 clusters Score -1.185074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124171 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -11850744.000000 Penalty: 3815.944336
	Iteration 76Q: 3 clusters Score -1.185074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124178 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11850751.000000 Penalty: 3815.944336
	Iteration 77Q: 3 clusters Score -1.185075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124187 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11850756.000000 Penalty: 3815.944336
	Iteration 78Q: 3 clusters Score -1.185076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11850746.000000 Penalty: 3815.944336
	Iteration 79Q: 3 clusters Score -1.185075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124198 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -11850745.000000 Penalty: 3815.944336
	Iteration 80F: 3 clusters Score -1.185074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124200 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11850752.000000 Penalty: 3815.944336
	Iteration 81Q: 3 clusters Score -1.185075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124202 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11850749.000000 Penalty: 3815.944336
	Iteration 82Q: 3 clusters Score -1.185075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124205 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11850748.000000 Penalty: 3815.944336
	Iteration 83Q: 3 clusters Score -1.185075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124208 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11850756.000000 Penalty: 3815.944336
	Iteration 84Q: 3 clusters Score -1.185076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124209 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11850755.000000 Penalty: 3815.944336
	Iteration 85Q: 3 clusters Score -1.185076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124211 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11850755.000000 Penalty: 3815.944336
	Iteration 86Q: 3 clusters Score -1.185076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124213 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11850760.000000 Penalty: 3815.944336
	Iteration 87Q: 3 clusters Score -1.185076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124213 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11850760.000000 Penalty: 3815.944336
	Iteration 88F: 3 clusters Score -1.185076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -561594.687500 Penalty: 1417.445801
	Iteration 0F: 2 clusters Score -561594.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -556869.312500 Penalty: 2834.891602
	Iteration 0F: 3 clusters Score -556869.3 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -558235.375000 Penalty: 2834.891602
	Iteration 1F: 3 clusters Score -558235.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -558438.875000 Penalty: 2834.891602
	Iteration 2F: 3 clusters Score -558438.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -558578.875000 Penalty: 2834.891602
	Iteration 3F: 3 clusters Score -558578.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -558656.937500 Penalty: 2834.891602
	Iteration 4Q: 3 clusters Score -558656.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -558719.437500 Penalty: 2834.891602
	Iteration 5Q: 3 clusters Score -558719.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -558775.500000 Penalty: 2834.891602
	Iteration 6Q: 3 clusters Score -558775.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -558815.625000 Penalty: 2834.891602
	Iteration 7Q: 3 clusters Score -558815.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -558842.187500 Penalty: 2834.891602
	Iteration 8Q: 3 clusters Score -558842.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -558861.687500 Penalty: 2834.891602
	Iteration 9Q: 3 clusters Score -558861.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -558880.562500 Penalty: 2834.891602
	Iteration 10Q: 3 clusters Score -558880.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -558894.750000 Penalty: 2834.891602
	Iteration 11Q: 3 clusters Score -558894.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -558906.062500 Penalty: 2834.891602
	Iteration 12Q: 3 clusters Score -558906.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -558913.187500 Penalty: 2834.891602
	Iteration 13Q: 3 clusters Score -558913.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -558920.437500 Penalty: 2834.891602
	Iteration 14Q: 3 clusters Score -558920.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -558925.812500 Penalty: 2834.891602
	Iteration 15Q: 3 clusters Score -558925.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -558929.937500 Penalty: 2834.891602
	Iteration 16Q: 3 clusters Score -558929.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -558935.000000 Penalty: 2834.891602
	Iteration 17Q: 3 clusters Score -558935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -558937.437500 Penalty: 2834.891602
	Iteration 18Q: 3 clusters Score -558937.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -558939.437500 Penalty: 2834.891602
	Iteration 19Q: 3 clusters Score -558939.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -558941.625000 Penalty: 2834.891602
	Iteration 20F: 3 clusters Score -558941.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -558944.375000 Penalty: 2834.891602
	Iteration 21Q: 3 clusters Score -558944.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -558948.875000 Penalty: 2834.891602
	Iteration 22Q: 3 clusters Score -558948.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -558955.562500 Penalty: 2834.891602
	Iteration 23Q: 3 clusters Score -558955.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -558960.750000 Penalty: 2834.891602
	Iteration 24Q: 3 clusters Score -558960.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -558965.375000 Penalty: 2834.891602
	Iteration 25Q: 3 clusters Score -558965.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -558970.250000 Penalty: 2834.891602
	Iteration 26Q: 3 clusters Score -558970.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -558976.250000 Penalty: 2834.891602
	Iteration 27Q: 3 clusters Score -558976.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -558983.125000 Penalty: 2834.891602
	Iteration 28Q: 3 clusters Score -558983.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -558991.500000 Penalty: 2834.891602
	Iteration 29Q: 3 clusters Score -558991.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -558999.125000 Penalty: 2834.891602
	Iteration 30Q: 3 clusters Score -558999.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -559009.625000 Penalty: 2834.891602
	Iteration 31Q: 3 clusters Score -559009.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -559022.937500 Penalty: 2834.891602
	Iteration 32Q: 3 clusters Score -559022.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -559036.250000 Penalty: 2834.891602
	Iteration 33Q: 3 clusters Score -559036.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -559051.312500 Penalty: 2834.891602
	Iteration 34Q: 3 clusters Score -559051.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -559067.437500 Penalty: 2834.891602
	Iteration 35Q: 3 clusters Score -559067.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -559088.375000 Penalty: 2834.891602
	Iteration 36Q: 3 clusters Score -559088.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -559108.687500 Penalty: 2834.891602
	Iteration 37Q: 3 clusters Score -559108.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -559127.687500 Penalty: 2834.891602
	Iteration 38Q: 3 clusters Score -559127.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -559155.312500 Penalty: 2834.891602
	Iteration 39Q: 3 clusters Score -559155.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -559199.000000 Penalty: 2834.891602
	Iteration 40F: 3 clusters Score -559199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -559252.062500 Penalty: 2834.891602
	Iteration 41Q: 3 clusters Score -559252.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -559314.562500 Penalty: 2834.891602
	Iteration 42Q: 3 clusters Score -559314.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -559391.062500 Penalty: 2834.891602
	Iteration 43Q: 3 clusters Score -559391.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -559465.125000 Penalty: 2834.891602
	Iteration 44Q: 3 clusters Score -559465.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -559541.875000 Penalty: 2834.891602
	Iteration 45Q: 3 clusters Score -559541.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -559621.750000 Penalty: 2834.891602
	Iteration 46Q: 3 clusters Score -559621.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -559715.125000 Penalty: 2834.891602
	Iteration 47Q: 3 clusters Score -559715.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -559824.875000 Penalty: 2834.891602
	Iteration 48Q: 3 clusters Score -559824.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -559931.312500 Penalty: 2834.891602
	Iteration 49Q: 3 clusters Score -559931.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -560026.875000 Penalty: 2834.891602
	Iteration 50Q: 3 clusters Score -560026.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -560115.000000 Penalty: 2834.891602
	Iteration 51Q: 3 clusters Score -560115 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -560199.312500 Penalty: 2834.891602
	Iteration 52Q: 3 clusters Score -560199.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -560265.375000 Penalty: 2834.891602
	Iteration 53Q: 3 clusters Score -560265.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -560304.625000 Penalty: 2834.891602
	Iteration 54Q: 3 clusters Score -560304.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -560333.500000 Penalty: 2834.891602
	Iteration 55Q: 3 clusters Score -560333.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -560349.250000 Penalty: 2834.891602
	Iteration 56Q: 3 clusters Score -560349.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -560358.562500 Penalty: 2834.891602
	Iteration 57Q: 3 clusters Score -560358.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -560360.937500 Penalty: 2834.891602
	Iteration 58Q: 3 clusters Score -560360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -560363.687500 Penalty: 2834.891602
	Iteration 59Q: 3 clusters Score -560363.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -560366.125000 Penalty: 2834.891602
	Iteration 60F: 3 clusters Score -560366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -560365.875000 Penalty: 2834.891602
	Iteration 61Q: 3 clusters Score -560365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -560365.875000 Penalty: 2834.891602
	Iteration 62F: 3 clusters Score -560365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 10595 members 
Mstep: Class 6 contains 17068 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 41451 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5605 members 
Mstep: Class 13 contains 165027 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71540 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4220 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592712.000000 Penalty: 56047.933594
Iteration 119Q: 27 clusters Score -5.159271e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 10563 members 
Mstep: Class 6 contains 17067 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 41452 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 165049 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5745 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71540 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592748.000000 Penalty: 56047.933594
Iteration 120F: 27 clusters Score -5.159275e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 17066 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 165067 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5745 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71539 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592736.000000 Penalty: 56047.933594
Iteration 121Q: 27 clusters Score -5.159274e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 10485 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 41450 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 165088 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71537 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592724.000000 Penalty: 56047.933594
Iteration 122Q: 27 clusters Score -5.159272e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 41451 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 165102 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 71534 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592780.000000 Penalty: 56047.933594
Iteration 123Q: 27 clusters Score -5.159278e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 47489 members 
Mstep: Class 5 contains 10441 members 
Mstep: Class 6 contains 17064 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 41451 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5595 members 
Mstep: Class 13 contains 165114 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71534 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592748.000000 Penalty: 56047.933594
Iteration 124Q: 27 clusters Score -5.159275e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 10411 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 165129 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71533 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592808.000000 Penalty: 56047.933594
Iteration 125Q: 27 clusters Score -5.159281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 47487 members 
Mstep: Class 5 contains 10400 members 
Mstep: Class 6 contains 17060 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 165138 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71533 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4318 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592868.000000 Penalty: 56047.933594
Iteration 126Q: 27 clusters Score -5.159287e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6419 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 47486 members 
Mstep: Class 5 contains 10385 members 
Mstep: Class 6 contains 17056 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 165146 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71531 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592852.000000 Penalty: 56047.933594
Iteration 127Q: 27 clusters Score -5.159285e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 47486 members 
Mstep: Class 5 contains 10370 members 
Mstep: Class 6 contains 17053 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 41443 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 165153 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71529 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4343 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592880.000000 Penalty: 56047.933594
Iteration 128Q: 27 clusters Score -5.159288e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6427 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 47487 members 
Mstep: Class 5 contains 10352 members 
Mstep: Class 6 contains 17050 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 41444 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 165158 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71529 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4355 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592836.000000 Penalty: 56047.933594
Iteration 129Q: 27 clusters Score -5.159284e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 10323 members 
Mstep: Class 6 contains 17048 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 165169 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71528 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592832.000000 Penalty: 56047.933594
Iteration 130Q: 27 clusters Score -5.159283e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 10295 members 
Mstep: Class 6 contains 17043 members 
Mstep: Class 7 contains 22326 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 165185 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71525 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592836.000000 Penalty: 56047.933594
Iteration 131Q: 27 clusters Score -5.159284e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 10281 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 7 contains 22328 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 165186 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 18 contains 5350 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71523 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13468 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592824.000000 Penalty: 56047.933594
Iteration 132Q: 27 clusters Score -5.159282e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 10264 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 7 contains 22327 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 41447 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5567 members 
Mstep: Class 13 contains 165194 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5350 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71519 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592840.000000 Penalty: 56047.933594
Iteration 133Q: 27 clusters Score -5.159284e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6443 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 47494 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 17041 members 
Mstep: Class 7 contains 22327 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 41447 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5561 members 
Mstep: Class 13 contains 165197 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71515 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4429 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592764.000000 Penalty: 56047.933594
Iteration 134Q: 27 clusters Score -5.159276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 47497 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 17041 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5559 members 
Mstep: Class 13 contains 165199 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71512 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4450 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592832.000000 Penalty: 56047.933594
Iteration 135Q: 27 clusters Score -5.159283e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6447 members 
Mstep: Class 3 contains 2419 members 
Mstep: Class 4 contains 47497 members 
Mstep: Class 5 contains 10217 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5558 members 
Mstep: Class 13 contains 165204 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71511 members 
Mstep: Class 22 contains 1718 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4469 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592832.000000 Penalty: 56047.933594
Iteration 136Q: 27 clusters Score -5.159283e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6453 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 47499 members 
Mstep: Class 5 contains 10194 members 
Mstep: Class 6 contains 17038 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5555 members 
Mstep: Class 13 contains 165201 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71512 members 
Mstep: Class 22 contains 1719 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4495 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592832.000000 Penalty: 56047.933594
Iteration 137Q: 27 clusters Score -5.159283e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 10170 members 
Mstep: Class 6 contains 17037 members 
Mstep: Class 7 contains 22327 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5553 members 
Mstep: Class 13 contains 165210 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5716 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71512 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4511 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592840.000000 Penalty: 56047.933594
Iteration 138Q: 27 clusters Score -5.159284e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 47503 members 
Mstep: Class 5 contains 10146 members 
Mstep: Class 6 contains 17037 members 
Mstep: Class 7 contains 22326 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5550 members 
Mstep: Class 13 contains 165226 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5711 members 
Mstep: Class 18 contains 5344 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71510 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4531 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592836.000000 Penalty: 56047.933594
Iteration 139Q: 27 clusters Score -5.159284e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6452 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 47506 members 
Mstep: Class 5 contains 10118 members 
Mstep: Class 6 contains 17038 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5548 members 
Mstep: Class 13 contains 165245 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5715 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71511 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4540 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592804.000000 Penalty: 56047.933594
Iteration 140F: 27 clusters Score -5.15928e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 47508 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 17037 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 41443 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5546 members 
Mstep: Class 13 contains 165262 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5717 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71512 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4564 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592880.000000 Penalty: 56047.933594
Iteration 141Q: 27 clusters Score -5.159288e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 47507 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 17036 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5545 members 
Mstep: Class 13 contains 165278 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71511 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4576 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592840.000000 Penalty: 56047.933594
Iteration 142Q: 27 clusters Score -5.159284e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6452 members 
Mstep: Class 3 contains 2391 members 
Mstep: Class 4 contains 47509 members 
Mstep: Class 5 contains 10030 members 
Mstep: Class 6 contains 17037 members 
Mstep: Class 7 contains 22326 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 5543 members 
Mstep: Class 13 contains 165284 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5336 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71511 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4598 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592824.000000 Penalty: 56047.933594
Iteration 143Q: 27 clusters Score -5.159282e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 47512 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 17035 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5540 members 
Mstep: Class 13 contains 165296 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 18 contains 5330 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71511 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4622 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592792.000000 Penalty: 56047.933594
Iteration 144Q: 27 clusters Score -5.159279e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 47512 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 17034 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5540 members 
Mstep: Class 13 contains 165315 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5324 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71510 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4648 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592816.000000 Penalty: 56047.933594
Iteration 145Q: 27 clusters Score -5.159282e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 47512 members 
Mstep: Class 5 contains 9922 members 
Mstep: Class 6 contains 17032 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 165329 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5322 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71509 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4673 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592832.000000 Penalty: 56047.933594
Iteration 146Q: 27 clusters Score -5.159283e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 47512 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 17031 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5538 members 
Mstep: Class 13 contains 165354 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71507 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4690 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592884.000000 Penalty: 56047.933594
Iteration 147Q: 27 clusters Score -5.159288e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 47513 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 17028 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41442 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 165366 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71507 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4707 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592924.000000 Penalty: 56047.933594
Iteration 148Q: 27 clusters Score -5.159292e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 47516 members 
Mstep: Class 5 contains 9808 members 
Mstep: Class 6 contains 17026 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41443 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 165377 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71506 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4730 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592968.000000 Penalty: 56047.933594
Iteration 149Q: 27 clusters Score -5.159297e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 47521 members 
Mstep: Class 5 contains 9779 members 
Mstep: Class 6 contains 17025 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 165390 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71503 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4750 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51592968.000000 Penalty: 56047.933594
Iteration 150Q: 27 clusters Score -5.159297e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 17024 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 165403 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71501 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4768 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593000.000000 Penalty: 56047.933594
Iteration 151Q: 27 clusters Score -5.1593e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 9716 members 
Mstep: Class 6 contains 17026 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41447 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5538 members 
Mstep: Class 13 contains 165425 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71500 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593068.000000 Penalty: 56047.933594
Iteration 152Q: 27 clusters Score -5.159307e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6451 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 47524 members 
Mstep: Class 5 contains 9688 members 
Mstep: Class 6 contains 17025 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5537 members 
Mstep: Class 13 contains 165449 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71499 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4791 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593016.000000 Penalty: 56047.933594
Iteration 153Q: 27 clusters Score -5.159302e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6453 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 47524 members 
Mstep: Class 5 contains 9665 members 
Mstep: Class 6 contains 17025 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41450 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5533 members 
Mstep: Class 13 contains 165461 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71497 members 
Mstep: Class 22 contains 1730 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593016.000000 Penalty: 56047.933594
Iteration 154Q: 27 clusters Score -5.159302e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6453 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 47524 members 
Mstep: Class 5 contains 9640 members 
Mstep: Class 6 contains 17025 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41451 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5533 members 
Mstep: Class 13 contains 165478 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71496 members 
Mstep: Class 22 contains 1730 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4821 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593044.000000 Penalty: 56047.933594
Iteration 155Q: 27 clusters Score -5.159304e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6455 members 
Mstep: Class 3 contains 2393 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 17024 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41453 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 165494 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71496 members 
Mstep: Class 22 contains 1730 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593076.000000 Penalty: 56047.933594
Iteration 156Q: 27 clusters Score -5.159308e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 9586 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41454 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5531 members 
Mstep: Class 13 contains 165520 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71495 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4836 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593076.000000 Penalty: 56047.933594
Iteration 157Q: 27 clusters Score -5.159308e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 9560 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41454 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5531 members 
Mstep: Class 13 contains 165539 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71495 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4843 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593064.000000 Penalty: 56047.933594
Iteration 158Q: 27 clusters Score -5.159306e+07 nChanged 50
Entering ConstructFrom: 
Score: -51593064.000000 Penalty: 56047.933594
Entering ConstructFrom: 
Trying to split cluster 1 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -419865.687500 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -419865.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -416246.875000 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -416246.9 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -417254.937500 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -417254.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -417409.968750 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -417410 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -417510.750000 Penalty: 2741.271240
	Iteration 3Q: 3 clusters Score -417510.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -417577.625000 Penalty: 2741.271240
	Iteration 4Q: 3 clusters Score -417577.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -417625.187500 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -417625.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -417666.312500 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -417666.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -417696.187500 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -417696.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -417720.531250 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -417720.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -417749.093750 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -417749.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -417785.718750 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -417785.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -417827.375000 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -417827.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -417877.781250 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -417877.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -417934.406250 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -417934.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -418012.562500 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -418012.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -418098.375000 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -418098.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -418167.031250 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -418167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -418223.125000 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -418223.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -418283.531250 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -418283.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -418343.343750 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -418343.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -418393.375000 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -418393.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -418427.562500 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -418427.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -418456.406250 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -418456.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -418483.718750 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -418483.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -418506.375000 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -418506.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -418535.968750 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -418536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -418567.687500 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -418567.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -418594.937500 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -418594.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -418614.625000 Penalty: 2741.271240
	Iteration 28Q: 3 clusters Score -418614.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -418632.875000 Penalty: 2741.271240
	Iteration 29Q: 3 clusters Score -418632.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -418645.812500 Penalty: 2741.271240
	Iteration 30Q: 3 clusters Score -418645.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -418654.843750 Penalty: 2741.271240
	Iteration 31Q: 3 clusters Score -418654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -418663.906250 Penalty: 2741.271240
	Iteration 32Q: 3 clusters Score -418663.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -418669.000000 Penalty: 2741.271240
	Iteration 33Q: 3 clusters Score -418669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -418673.406250 Penalty: 2741.271240
	Iteration 34Q: 3 clusters Score -418673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -418677.625000 Penalty: 2741.271240
	Iteration 35Q: 3 clusters Score -418677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -418679.312500 Penalty: 2741.271240
	Iteration 36Q: 3 clusters Score -418679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -418679.937500 Penalty: 2741.271240
	Iteration 37Q: 3 clusters Score -418679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -418682.343750 Penalty: 2741.271240
	Iteration 38Q: 3 clusters Score -418682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -418685.375000 Penalty: 2741.271240
	Iteration 39Q: 3 clusters Score -418685.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -418690.187500 Penalty: 2741.271240
	Iteration 40F: 3 clusters Score -418690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -418694.593750 Penalty: 2741.271240
	Iteration 41Q: 3 clusters Score -418694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -418700.281250 Penalty: 2741.271240
	Iteration 42Q: 3 clusters Score -418700.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -418703.468750 Penalty: 2741.271240
	Iteration 43Q: 3 clusters Score -418703.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -418706.750000 Penalty: 2741.271240
	Iteration 44Q: 3 clusters Score -418706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -418708.062500 Penalty: 2741.271240
	Iteration 45Q: 3 clusters Score -418708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -418709.468750 Penalty: 2741.271240
	Iteration 46Q: 3 clusters Score -418709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -418710.000000 Penalty: 2741.271240
	Iteration 47Q: 3 clusters Score -418710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -418711.593750 Penalty: 2741.271240
	Iteration 48Q: 3 clusters Score -418711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -418711.468750 Penalty: 2741.271240
	Iteration 49Q: 3 clusters Score -418711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -418713.187500 Penalty: 2741.271240
	Iteration 50Q: 3 clusters Score -418713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -418713.750000 Penalty: 2741.271240
	Iteration 51Q: 3 clusters Score -418713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -418714.406250 Penalty: 2741.271240
	Iteration 52Q: 3 clusters Score -418714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -418715.687500 Penalty: 2741.271240
	Iteration 53Q: 3 clusters Score -418715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -418715.687500 Penalty: 2741.271240
	Iteration 54F: 3 clusters Score -418715.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -607486.062500 Penalty: 1425.649780
	Iteration 0F: 2 clusters Score -607486.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -602571.125000 Penalty: 2851.299561
	Iteration 0F: 3 clusters Score -602571.1 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -603961.437500 Penalty: 2851.299561
	Iteration 1F: 3 clusters Score -603961.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -604118.562500 Penalty: 2851.299561
	Iteration 2F: 3 clusters Score -604118.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -604230.500000 Penalty: 2851.299561
	Iteration 3Q: 3 clusters Score -604230.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -604317.062500 Penalty: 2851.299561
	Iteration 4Q: 3 clusters Score -604317.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -604371.312500 Penalty: 2851.299561
	Iteration 5Q: 3 clusters Score -604371.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -604424.062500 Penalty: 2851.299561
	Iteration 6Q: 3 clusters Score -604424.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -604466.875000 Penalty: 2851.299561
	Iteration 7Q: 3 clusters Score -604466.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -604511.500000 Penalty: 2851.299561
	Iteration 8Q: 3 clusters Score -604511.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -604557.875000 Penalty: 2851.299561
	Iteration 9Q: 3 clusters Score -604557.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -604609.625000 Penalty: 2851.299561
	Iteration 10Q: 3 clusters Score -604609.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -604674.375000 Penalty: 2851.299561
	Iteration 11Q: 3 clusters Score -604674.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -604749.062500 Penalty: 2851.299561
	Iteration 12Q: 3 clusters Score -604749.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -604843.187500 Penalty: 2851.299561
	Iteration 13Q: 3 clusters Score -604843.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -604965.937500 Penalty: 2851.299561
	Iteration 14Q: 3 clusters Score -604965.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -605111.687500 Penalty: 2851.299561
	Iteration 15Q: 3 clusters Score -605111.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -605288.250000 Penalty: 2851.299561
	Iteration 16Q: 3 clusters Score -605288.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -605457.062500 Penalty: 2851.299561
	Iteration 17Q: 3 clusters Score -605457.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -605594.125000 Penalty: 2851.299561
	Iteration 18Q: 3 clusters Score -605594.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -605737.000000 Penalty: 2851.299561
	Iteration 19Q: 3 clusters Score -605737 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -605857.750000 Penalty: 2851.299561
	Iteration 20F: 3 clusters Score -605857.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -605946.312500 Penalty: 2851.299561
	Iteration 21Q: 3 clusters Score -605946.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -606009.875000 Penalty: 2851.299561
	Iteration 22Q: 3 clusters Score -606009.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -606064.062500 Penalty: 2851.299561
	Iteration 23Q: 3 clusters Score -606064.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -606118.500000 Penalty: 2851.299561
	Iteration 24Q: 3 clusters Score -606118.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -606157.562500 Penalty: 2851.299561
	Iteration 25Q: 3 clusters Score -606157.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -606185.500000 Penalty: 2851.299561
	Iteration 26Q: 3 clusters Score -606185.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -606207.312500 Penalty: 2851.299561
	Iteration 27Q: 3 clusters Score -606207.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -606217.437500 Penalty: 2851.299561
	Iteration 28Q: 3 clusters Score -606217.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -606224.687500 Penalty: 2851.299561
	Iteration 29Q: 3 clusters Score -606224.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -606236.812500 Penalty: 2851.299561
	Iteration 30Q: 3 clusters Score -606236.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -606251.437500 Penalty: 2851.299561
	Iteration 31Q: 3 clusters Score -606251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -606258.312500 Penalty: 2851.299561
	Iteration 32Q: 3 clusters Score -606258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -606267.937500 Penalty: 2851.299561
	Iteration 33Q: 3 clusters Score -606267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -606271.812500 Penalty: 2851.299561
	Iteration 34Q: 3 clusters Score -606271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -606281.500000 Penalty: 2851.299561
	Iteration 35Q: 3 clusters Score -606281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -606284.062500 Penalty: 2851.299561
	Iteration 36Q: 3 clusters Score -606284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -606287.625000 Penalty: 2851.299561
	Iteration 37Q: 3 clusters Score -606287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -606289.312500 Penalty: 2851.299561
	Iteration 38Q: 3 clusters Score -606289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -606290.875000 Penalty: 2851.299561
	Iteration 39Q: 3 clusters Score -606290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -606292.375000 Penalty: 2851.299561
	Iteration 40F: 3 clusters Score -606292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -606293.500000 Penalty: 2851.299561
	Iteration 41Q: 3 clusters Score -606293.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -606293.500000 Penalty: 2851.299561
	Iteration 42F: 3 clusters Score -606293.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -194566.203125 Penalty: 1264.095337
	Iteration 0F: 2 clusters Score -194566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -192200.984375 Penalty: 2528.190674
	Iteration 0F: 3 clusters Score -192201 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -192759.046875 Penalty: 2528.190674
	Iteration 1F: 3 clusters Score -192759 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -192941.406250 Penalty: 2528.190674
	Iteration 2F: 3 clusters Score -192941.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -193116.609375 Penalty: 2528.190674
	Iteration 3F: 3 clusters Score -193116.6 nChanged 152
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: -193305.578125 Penalty: 2528.190674
	Iteration 4F: 3 clusters Score -193305.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -193499.593750 Penalty: 2528.190674
	Iteration 5F: 3 clusters Score -193499.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -193684.312500 Penalty: 2528.190674
	Iteration 6F: 3 clusters Score -193684.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -193859.671875 Penalty: 2528.190674
	Iteration 7F: 3 clusters Score -193859.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -194018.734375 Penalty: 2528.190674
	Iteration 8Q: 3 clusters Score -194018.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -194103.937500 Penalty: 2528.190674
	Iteration 9Q: 3 clusters Score -194103.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -194145.359375 Penalty: 2528.190674
	Iteration 10Q: 3 clusters Score -194145.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -194167.125000 Penalty: 2528.190674
	Iteration 11Q: 3 clusters Score -194167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -194178.078125 Penalty: 2528.190674
	Iteration 12Q: 3 clusters Score -194178.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -194191.593750 Penalty: 2528.190674
	Iteration 13Q: 3 clusters Score -194191.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -194201.953125 Penalty: 2528.190674
	Iteration 14Q: 3 clusters Score -194202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -194206.484375 Penalty: 2528.190674
	Iteration 15Q: 3 clusters Score -194206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -194208.546875 Penalty: 2528.190674
	Iteration 16Q: 3 clusters Score -194208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -194209.640625 Penalty: 2528.190674
	Iteration 17Q: 3 clusters Score -194209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -194210.390625 Penalty: 2528.190674
	Iteration 18Q: 3 clusters Score -194210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -194210.968750 Penalty: 2528.190674
	Iteration 19Q: 3 clusters Score -194211 nChanged 1
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: -194211.546875 Penalty: 2528.190674
	Iteration 20F: 3 clusters Score -194211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -194212.953125 Penalty: 2528.190674
	Iteration 21Q: 3 clusters Score -194213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -194213.875000 Penalty: 2528.190674
	Iteration 22Q: 3 clusters Score -194213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -194214.968750 Penalty: 2528.190674
	Iteration 23Q: 3 clusters Score -194215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -194215.812500 Penalty: 2528.190674
	Iteration 24Q: 3 clusters Score -194215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -194215.937500 Penalty: 2528.190674
	Iteration 25Q: 3 clusters Score -194215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -194216.718750 Penalty: 2528.190674
	Iteration 26Q: 3 clusters Score -194216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -194217.156250 Penalty: 2528.190674
	Iteration 27Q: 3 clusters Score -194217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -194217.093750 Penalty: 2528.190674
	Iteration 28Q: 3 clusters Score -194217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -194217.093750 Penalty: 2528.190674
	Iteration 29F: 3 clusters Score -194217.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Entering Unmasked Estep 
Score: -4420726.500000 Penalty: 1749.953979
	Iteration 0F: 2 clusters Score -4420726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -4388863.500000 Penalty: 3499.907959
	Iteration 0F: 3 clusters Score -4388864 nChanged 22257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -4401199.000000 Penalty: 3499.907959
	Iteration 1F: 3 clusters Score -4401199 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -4401648.000000 Penalty: 3499.907959
	Iteration 2Q: 3 clusters Score -4401648 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -4402075.000000 Penalty: 3499.907959
	Iteration 3Q: 3 clusters Score -4402075 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -4402544.000000 Penalty: 3499.907959
	Iteration 4Q: 3 clusters Score -4402544 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -4403068.500000 Penalty: 3499.907959
	Iteration 5Q: 3 clusters Score -4403068 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4403682.500000 Penalty: 3499.907959
	Iteration 6Q: 3 clusters Score -4403682 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4404349.500000 Penalty: 3499.907959
	Iteration 7Q: 3 clusters Score -4404350 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4405167.500000 Penalty: 3499.907959
	Iteration 8Q: 3 clusters Score -4405168 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4406204.500000 Penalty: 3499.907959
	Iteration 9Q: 3 clusters Score -4406204 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -4407438.000000 Penalty: 3499.907959
	Iteration 10Q: 3 clusters Score -4407438 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4408756.000000 Penalty: 3499.907959
	Iteration 11Q: 3 clusters Score -4408756 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4410132.000000 Penalty: 3499.907959
	Iteration 12Q: 3 clusters Score -4410132 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4411066.500000 Penalty: 3499.907959
	Iteration 13Q: 3 clusters Score -4411066 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4411485.000000 Penalty: 3499.907959
	Iteration 14Q: 3 clusters Score -4411485 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4411616.000000 Penalty: 3499.907959
	Iteration 15Q: 3 clusters Score -4411616 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4411659.000000 Penalty: 3499.907959
	Iteration 16Q: 3 clusters Score -4411659 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -4411686.000000 Penalty: 3499.907959
	Iteration 17Q: 3 clusters Score -4411686 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4411724.000000 Penalty: 3499.907959
	Iteration 18Q: 3 clusters Score -4411724 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4411740.500000 Penalty: 3499.907959
	Iteration 19Q: 3 clusters Score -4411740 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4411771.500000 Penalty: 3499.907959
	Iteration 20F: 3 clusters Score -4411772 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4411777.500000 Penalty: 3499.907959
	Iteration 21Q: 3 clusters Score -4411778 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4411789.500000 Penalty: 3499.907959
	Iteration 22Q: 3 clusters Score -4411790 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4411779.500000 Penalty: 3499.907959
	Iteration 23Q: 3 clusters Score -4411780 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4411818.000000 Penalty: 3499.907959
	Iteration 24Q: 3 clusters Score -4411818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4411853.500000 Penalty: 3499.907959
	Iteration 25Q: 3 clusters Score -4411854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4411881.000000 Penalty: 3499.907959
	Iteration 26Q: 3 clusters Score -4411881 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4411870.500000 Penalty: 3499.907959
	Iteration 27Q: 3 clusters Score -4411870 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4411881.000000 Penalty: 3499.907959
	Iteration 28Q: 3 clusters Score -4411881 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4411890.500000 Penalty: 3499.907959
	Iteration 29Q: 3 clusters Score -4411890 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4411910.500000 Penalty: 3499.907959
	Iteration 30Q: 3 clusters Score -4411910 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -4411935.500000 Penalty: 3499.907959
	Iteration 31Q: 3 clusters Score -4411936 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -4411946.500000 Penalty: 3499.907959
	Iteration 32Q: 3 clusters Score -4411946 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4411948.500000 Penalty: 3499.907959
	Iteration 33Q: 3 clusters Score -4411948 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4411967.000000 Penalty: 3499.907959
	Iteration 34Q: 3 clusters Score -4411967 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4412000.500000 Penalty: 3499.907959
	Iteration 35Q: 3 clusters Score -4412000 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4412030.500000 Penalty: 3499.907959
	Iteration 36Q: 3 clusters Score -4412030 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4412062.000000 Penalty: 3499.907959
	Iteration 37Q: 3 clusters Score -4412062 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4412093.500000 Penalty: 3499.907959
	Iteration 38Q: 3 clusters Score -4412094 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4412151.500000 Penalty: 3499.907959
	Iteration 39Q: 3 clusters Score -4412152 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4412211.000000 Penalty: 3499.907959
	Iteration 40F: 3 clusters Score -4412211 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4412248.500000 Penalty: 3499.907959
	Iteration 41Q: 3 clusters Score -4412248 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4412321.500000 Penalty: 3499.907959
	Iteration 42Q: 3 clusters Score -4412322 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4412372.500000 Penalty: 3499.907959
	Iteration 43Q: 3 clusters Score -4412372 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4412454.500000 Penalty: 3499.907959
	Iteration 44Q: 3 clusters Score -4412454 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4412544.000000 Penalty: 3499.907959
	Iteration 45Q: 3 clusters Score -4412544 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4412609.000000 Penalty: 3499.907959
	Iteration 46Q: 3 clusters Score -4412609 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4412708.500000 Penalty: 3499.907959
	Iteration 47Q: 3 clusters Score -4412708 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4412780.000000 Penalty: 3499.907959
	Iteration 48Q: 3 clusters Score -4412780 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4412900.000000 Penalty: 3499.907959
	Iteration 49Q: 3 clusters Score -4412900 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -4413046.500000 Penalty: 3499.907959
	Iteration 50Q: 3 clusters Score -4413046 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -4413170.000000 Penalty: 3499.907959
	Iteration 51Q: 3 clusters Score -4413170 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4413319.500000 Penalty: 3499.907959
	Iteration 52Q: 3 clusters Score -4413320 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -4413481.000000 Penalty: 3499.907959
	Iteration 53Q: 3 clusters Score -4413481 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4413667.500000 Penalty: 3499.907959
	Iteration 54Q: 3 clusters Score -4413668 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4413932.500000 Penalty: 3499.907959
	Iteration 55Q: 3 clusters Score -4413932 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -4414190.500000 Penalty: 3499.907959
	Iteration 56Q: 3 clusters Score -4414190 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4414489.000000 Penalty: 3499.907959
	Iteration 57Q: 3 clusters Score -4414489 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -4414817.000000 Penalty: 3499.907959
	Iteration 58Q: 3 clusters Score -4414817 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4415177.000000 Penalty: 3499.907959
	Iteration 59Q: 3 clusters Score -4415177 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4415537.500000 Penalty: 3499.907959
	Iteration 60F: 3 clusters Score -4415538 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4415897.000000 Penalty: 3499.907959
	Iteration 61Q: 3 clusters Score -4415897 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4416297.000000 Penalty: 3499.907959
	Iteration 62Q: 3 clusters Score -4416297 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -4416717.000000 Penalty: 3499.907959
	Iteration 63Q: 3 clusters Score -4416717 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4417082.500000 Penalty: 3499.907959
	Iteration 64Q: 3 clusters Score -4417082 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4417446.000000 Penalty: 3499.907959
	Iteration 65Q: 3 clusters Score -4417446 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4417799.500000 Penalty: 3499.907959
	Iteration 66Q: 3 clusters Score -4417800 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4418127.500000 Penalty: 3499.907959
	Iteration 67Q: 3 clusters Score -4418128 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4418426.000000 Penalty: 3499.907959
	Iteration 68Q: 3 clusters Score -4418426 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4418646.500000 Penalty: 3499.907959
	Iteration 69Q: 3 clusters Score -4418646 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4418814.500000 Penalty: 3499.907959
	Iteration 70Q: 3 clusters Score -4418814 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4418948.000000 Penalty: 3499.907959
	Iteration 71Q: 3 clusters Score -4418948 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4419065.000000 Penalty: 3499.907959
	Iteration 72Q: 3 clusters Score -4419065 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4419157.500000 Penalty: 3499.907959
	Iteration 73Q: 3 clusters Score -4419158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4419220.000000 Penalty: 3499.907959
	Iteration 74Q: 3 clusters Score -4419220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4419258.500000 Penalty: 3499.907959
	Iteration 75Q: 3 clusters Score -4419258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4419285.500000 Penalty: 3499.907959
	Iteration 76Q: 3 clusters Score -4419286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4419302.500000 Penalty: 3499.907959
	Iteration 77Q: 3 clusters Score -4419302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4419315.000000 Penalty: 3499.907959
	Iteration 78Q: 3 clusters Score -4419315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4419328.500000 Penalty: 3499.907959
	Iteration 79Q: 3 clusters Score -4419328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4419337.500000 Penalty: 3499.907959
	Iteration 80F: 3 clusters Score -4419338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4419341.500000 Penalty: 3499.907959
	Iteration 81Q: 3 clusters Score -4419342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4419350.500000 Penalty: 3499.907959
	Iteration 82Q: 3 clusters Score -4419350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4419361.000000 Penalty: 3499.907959
	Iteration 83Q: 3 clusters Score -4419361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4419375.000000 Penalty: 3499.907959
	Iteration 84Q: 3 clusters Score -4419375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4419382.500000 Penalty: 3499.907959
	Iteration 85Q: 3 clusters Score -4419382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4419390.500000 Penalty: 3499.907959
	Iteration 86Q: 3 clusters Score -4419390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4419392.500000 Penalty: 3499.907959
	Iteration 87Q: 3 clusters Score -4419392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4419397.500000 Penalty: 3499.907959
	Iteration 88Q: 3 clusters Score -4419398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4419395.500000 Penalty: 3499.907959
	Iteration 89Q: 3 clusters Score -4419396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4419395.500000 Penalty: 3499.907959
	Iteration 90F: 3 clusters Score -4419396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Entering Unmasked Estep 
Score: -836255.500000 Penalty: 1488.993896
	Iteration 0F: 2 clusters Score -836255.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -829333.500000 Penalty: 2977.987793
	Iteration 0F: 3 clusters Score -829333.5 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -831639.875000 Penalty: 2977.987793
	Iteration 1F: 3 clusters Score -831639.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -831901.437500 Penalty: 2977.987793
	Iteration 2F: 3 clusters Score -831901.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -832099.937500 Penalty: 2977.987793
	Iteration 3Q: 3 clusters Score -832099.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -832283.062500 Penalty: 2977.987793
	Iteration 4Q: 3 clusters Score -832283.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -832443.750000 Penalty: 2977.987793
	Iteration 5Q: 3 clusters Score -832443.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -832585.437500 Penalty: 2977.987793
	Iteration 6Q: 3 clusters Score -832585.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -832714.437500 Penalty: 2977.987793
	Iteration 7Q: 3 clusters Score -832714.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -832855.000000 Penalty: 2977.987793
	Iteration 8Q: 3 clusters Score -832855 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -832999.250000 Penalty: 2977.987793
	Iteration 9Q: 3 clusters Score -832999.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -833150.312500 Penalty: 2977.987793
	Iteration 10Q: 3 clusters Score -833150.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -833313.000000 Penalty: 2977.987793
	Iteration 11Q: 3 clusters Score -833313 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -833472.812500 Penalty: 2977.987793
	Iteration 12Q: 3 clusters Score -833472.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -833630.375000 Penalty: 2977.987793
	Iteration 13Q: 3 clusters Score -833630.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -833770.812500 Penalty: 2977.987793
	Iteration 14Q: 3 clusters Score -833770.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -833912.312500 Penalty: 2977.987793
	Iteration 15Q: 3 clusters Score -833912.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -834051.687500 Penalty: 2977.987793
	Iteration 16Q: 3 clusters Score -834051.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -834184.812500 Penalty: 2977.987793
	Iteration 17Q: 3 clusters Score -834184.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -834303.750000 Penalty: 2977.987793
	Iteration 18Q: 3 clusters Score -834303.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -834414.062500 Penalty: 2977.987793
	Iteration 19Q: 3 clusters Score -834414.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -834537.500000 Penalty: 2977.987793
	Iteration 20F: 3 clusters Score -834537.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -834635.875000 Penalty: 2977.987793
	Iteration 21Q: 3 clusters Score -834635.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -834717.625000 Penalty: 2977.987793
	Iteration 22Q: 3 clusters Score -834717.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -834773.562500 Penalty: 2977.987793
	Iteration 23Q: 3 clusters Score -834773.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -834823.062500 Penalty: 2977.987793
	Iteration 24Q: 3 clusters Score -834823.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -834869.375000 Penalty: 2977.987793
	Iteration 25Q: 3 clusters Score -834869.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -834902.500000 Penalty: 2977.987793
	Iteration 26Q: 3 clusters Score -834902.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -834925.125000 Penalty: 2977.987793
	Iteration 27Q: 3 clusters Score -834925.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -834947.937500 Penalty: 2977.987793
	Iteration 28Q: 3 clusters Score -834947.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -834968.312500 Penalty: 2977.987793
	Iteration 29Q: 3 clusters Score -834968.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -834987.875000 Penalty: 2977.987793
	Iteration 30Q: 3 clusters Score -834987.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -835004.625000 Penalty: 2977.987793
	Iteration 31Q: 3 clusters Score -835004.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -835015.937500 Penalty: 2977.987793
	Iteration 32Q: 3 clusters Score -835015.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -835026.812500 Penalty: 2977.987793
	Iteration 33Q: 3 clusters Score -835026.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -835040.750000 Penalty: 2977.987793
	Iteration 34Q: 3 clusters Score -835040.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -835051.750000 Penalty: 2977.987793
	Iteration 35Q: 3 clusters Score -835051.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -835060.000000 Penalty: 2977.987793
	Iteration 36Q: 3 clusters Score -835060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -835072.750000 Penalty: 2977.987793
	Iteration 37Q: 3 clusters Score -835072.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -835086.812500 Penalty: 2977.987793
	Iteration 38Q: 3 clusters Score -835086.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -835106.687500 Penalty: 2977.987793
	Iteration 39Q: 3 clusters Score -835106.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -835125.062500 Penalty: 2977.987793
	Iteration 40F: 3 clusters Score -835125.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -835143.312500 Penalty: 2977.987793
	Iteration 41Q: 3 clusters Score -835143.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -835162.500000 Penalty: 2977.987793
	Iteration 42Q: 3 clusters Score -835162.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -835177.812500 Penalty: 2977.987793
	Iteration 43Q: 3 clusters Score -835177.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -835198.250000 Penalty: 2977.987793
	Iteration 44Q: 3 clusters Score -835198.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -835222.312500 Penalty: 2977.987793
	Iteration 45Q: 3 clusters Score -835222.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -835247.375000 Penalty: 2977.987793
	Iteration 46Q: 3 clusters Score -835247.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -835276.187500 Penalty: 2977.987793
	Iteration 47Q: 3 clusters Score -835276.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -835297.562500 Penalty: 2977.987793
	Iteration 48Q: 3 clusters Score -835297.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -835316.437500 Penalty: 2977.987793
	Iteration 49Q: 3 clusters Score -835316.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -835334.687500 Penalty: 2977.987793
	Iteration 50Q: 3 clusters Score -835334.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -835352.375000 Penalty: 2977.987793
	Iteration 51Q: 3 clusters Score -835352.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -835361.375000 Penalty: 2977.987793
	Iteration 52Q: 3 clusters Score -835361.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -835368.875000 Penalty: 2977.987793
	Iteration 53Q: 3 clusters Score -835368.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -835377.625000 Penalty: 2977.987793
	Iteration 54Q: 3 clusters Score -835377.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -835384.125000 Penalty: 2977.987793
	Iteration 55Q: 3 clusters Score -835384.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -835393.875000 Penalty: 2977.987793
	Iteration 56Q: 3 clusters Score -835393.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -835401.437500 Penalty: 2977.987793
	Iteration 57Q: 3 clusters Score -835401.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -835404.812500 Penalty: 2977.987793
	Iteration 58Q: 3 clusters Score -835404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -835409.687500 Penalty: 2977.987793
	Iteration 59Q: 3 clusters Score -835409.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -835418.625000 Penalty: 2977.987793
	Iteration 60F: 3 clusters Score -835418.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -835423.937500 Penalty: 2977.987793
	Iteration 61Q: 3 clusters Score -835423.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -835431.937500 Penalty: 2977.987793
	Iteration 62Q: 3 clusters Score -835431.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -835437.875000 Penalty: 2977.987793
	Iteration 63Q: 3 clusters Score -835437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -835438.187500 Penalty: 2977.987793
	Iteration 64Q: 3 clusters Score -835438.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -835437.562500 Penalty: 2977.987793
	Iteration 65Q: 3 clusters Score -835437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -835439.750000 Penalty: 2977.987793
	Iteration 66Q: 3 clusters Score -835439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -835439.875000 Penalty: 2977.987793
	Iteration 67Q: 3 clusters Score -835439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -835440.500000 Penalty: 2977.987793
	Iteration 68Q: 3 clusters Score -835440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -835441.625000 Penalty: 2977.987793
	Iteration 69Q: 3 clusters Score -835441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -835441.937500 Penalty: 2977.987793
	Iteration 70Q: 3 clusters Score -835441.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -835443.625000 Penalty: 2977.987793
	Iteration 71Q: 3 clusters Score -835443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -835445.437500 Penalty: 2977.987793
	Iteration 72Q: 3 clusters Score -835445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -835447.312500 Penalty: 2977.987793
	Iteration 73Q: 3 clusters Score -835447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -835447.375000 Penalty: 2977.987793
	Iteration 74Q: 3 clusters Score -835447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -835447.375000 Penalty: 2977.987793
	Iteration 75Q: 3 clusters Score -835447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -835447.625000 Penalty: 2977.987793
	Iteration 76Q: 3 clusters Score -835447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -835448.500000 Penalty: 2977.987793
	Iteration 77Q: 3 clusters Score -835448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -835448.500000 Penalty: 2977.987793
	Iteration 78F: 3 clusters Score -835448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Entering Unmasked Estep 
Score: -1527466.250000 Penalty: 1583.107910
	Iteration 0F: 2 clusters Score -1527466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1515635.625000 Penalty: 3166.215820
	Iteration 0F: 3 clusters Score -1515636 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1520070.125000 Penalty: 3166.215820
	Iteration 1F: 3 clusters Score -1520070 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1520629.375000 Penalty: 3166.215820
	Iteration 2F: 3 clusters Score -1520629 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1521399.750000 Penalty: 3166.215820
	Iteration 3F: 3 clusters Score -1521400 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1522373.500000 Penalty: 3166.215820
	Iteration 4F: 3 clusters Score -1522374 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1523318.375000 Penalty: 3166.215820
	Iteration 5F: 3 clusters Score -1523318 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1524015.250000 Penalty: 3166.215820
	Iteration 6F: 3 clusters Score -1524015 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1524494.750000 Penalty: 3166.215820
	Iteration 7Q: 3 clusters Score -1524495 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1524819.500000 Penalty: 3166.215820
	Iteration 8Q: 3 clusters Score -1524820 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1525037.250000 Penalty: 3166.215820
	Iteration 9Q: 3 clusters Score -1525037 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1525191.625000 Penalty: 3166.215820
	Iteration 10Q: 3 clusters Score -1525192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1525324.625000 Penalty: 3166.215820
	Iteration 11Q: 3 clusters Score -1525325 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1525478.125000 Penalty: 3166.215820
	Iteration 12Q: 3 clusters Score -1525478 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1525599.625000 Penalty: 3166.215820
	Iteration 13Q: 3 clusters Score -1525600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1525707.375000 Penalty: 3166.215820
	Iteration 14Q: 3 clusters Score -1525707 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1525796.750000 Penalty: 3166.215820
	Iteration 15Q: 3 clusters Score -1525797 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1525889.500000 Penalty: 3166.215820
	Iteration 16Q: 3 clusters Score -1525890 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1525974.000000 Penalty: 3166.215820
	Iteration 17Q: 3 clusters Score -1525974 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1526060.125000 Penalty: 3166.215820
	Iteration 18Q: 3 clusters Score -1526060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1526136.125000 Penalty: 3166.215820
	Iteration 19Q: 3 clusters Score -1526136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1526203.500000 Penalty: 3166.215820
	Iteration 20F: 3 clusters Score -1526204 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1526263.250000 Penalty: 3166.215820
	Iteration 21Q: 3 clusters Score -1526263 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1526309.875000 Penalty: 3166.215820
	Iteration 22Q: 3 clusters Score -1526310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1526351.000000 Penalty: 3166.215820
	Iteration 23Q: 3 clusters Score -1526351 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1526383.625000 Penalty: 3166.215820
	Iteration 24Q: 3 clusters Score -1526384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1526420.125000 Penalty: 3166.215820
	Iteration 25Q: 3 clusters Score -1526420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1526446.750000 Penalty: 3166.215820
	Iteration 26Q: 3 clusters Score -1526447 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1526485.750000 Penalty: 3166.215820
	Iteration 27Q: 3 clusters Score -1526486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1526514.500000 Penalty: 3166.215820
	Iteration 28Q: 3 clusters Score -1526514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1526533.625000 Penalty: 3166.215820
	Iteration 29Q: 3 clusters Score -1526534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1526556.000000 Penalty: 3166.215820
	Iteration 30Q: 3 clusters Score -1526556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1526585.250000 Penalty: 3166.215820
	Iteration 31Q: 3 clusters Score -1526585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1526599.000000 Penalty: 3166.215820
	Iteration 32Q: 3 clusters Score -1526599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1526620.000000 Penalty: 3166.215820
	Iteration 33Q: 3 clusters Score -1526620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1526638.500000 Penalty: 3166.215820
	Iteration 34Q: 3 clusters Score -1526638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1526649.500000 Penalty: 3166.215820
	Iteration 35Q: 3 clusters Score -1526650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1526662.375000 Penalty: 3166.215820
	Iteration 36Q: 3 clusters Score -1526662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1526677.375000 Penalty: 3166.215820
	Iteration 37Q: 3 clusters Score -1526677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1526687.500000 Penalty: 3166.215820
	Iteration 38Q: 3 clusters Score -1526688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1526693.750000 Penalty: 3166.215820
	Iteration 39Q: 3 clusters Score -1526694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1526705.125000 Penalty: 3166.215820
	Iteration 40F: 3 clusters Score -1526705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1526710.750000 Penalty: 3166.215820
	Iteration 41Q: 3 clusters Score -1526711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1526715.375000 Penalty: 3166.215820
	Iteration 42Q: 3 clusters Score -1526715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1526722.625000 Penalty: 3166.215820
	Iteration 43Q: 3 clusters Score -1526723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1526733.375000 Penalty: 3166.215820
	Iteration 44Q: 3 clusters Score -1526733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1526736.125000 Penalty: 3166.215820
	Iteration 45Q: 3 clusters Score -1526736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1526742.375000 Penalty: 3166.215820
	Iteration 46Q: 3 clusters Score -1526742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1526739.875000 Penalty: 3166.215820
	Iteration 47Q: 3 clusters Score -1526740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1526743.000000 Penalty: 3166.215820
	Iteration 48Q: 3 clusters Score -1526743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1526746.000000 Penalty: 3166.215820
	Iteration 49Q: 3 clusters Score -1526746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1526748.125000 Penalty: 3166.215820
	Iteration 50Q: 3 clusters Score -1526748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1526752.000000 Penalty: 3166.215820
	Iteration 51Q: 3 clusters Score -1526752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1526754.000000 Penalty: 3166.215820
	Iteration 52Q: 3 clusters Score -1526754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1526755.625000 Penalty: 3166.215820
	Iteration 53Q: 3 clusters Score -1526756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1526755.750000 Penalty: 3166.215820
	Iteration 54Q: 3 clusters Score -1526756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1526756.750000 Penalty: 3166.215820
	Iteration 55Q: 3 clusters Score -1526757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1526756.750000 Penalty: 3166.215820
	Iteration 56F: 3 clusters Score -1526757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Entering Unmasked Estep 
Score: -2126350.750000 Penalty: 1627.172974
	Iteration 0F: 2 clusters Score -2126351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2111238.500000 Penalty: 3254.345947
	Iteration 0F: 3 clusters Score -2111238 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2116680.500000 Penalty: 3254.345947
	Iteration 1F: 3 clusters Score -2116680 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2116959.250000 Penalty: 3254.345947
	Iteration 2Q: 3 clusters Score -2116959 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2117175.250000 Penalty: 3254.345947
	Iteration 3Q: 3 clusters Score -2117175 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2117355.250000 Penalty: 3254.345947
	Iteration 4Q: 3 clusters Score -2117355 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2117506.500000 Penalty: 3254.345947
	Iteration 5Q: 3 clusters Score -2117506 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2117634.500000 Penalty: 3254.345947
	Iteration 6Q: 3 clusters Score -2117634 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2117770.750000 Penalty: 3254.345947
	Iteration 7Q: 3 clusters Score -2117771 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2117902.000000 Penalty: 3254.345947
	Iteration 8Q: 3 clusters Score -2117902 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2118053.250000 Penalty: 3254.345947
	Iteration 9Q: 3 clusters Score -2118053 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2118227.500000 Penalty: 3254.345947
	Iteration 10Q: 3 clusters Score -2118228 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2118436.000000 Penalty: 3254.345947
	Iteration 11Q: 3 clusters Score -2118436 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2118671.250000 Penalty: 3254.345947
	Iteration 12Q: 3 clusters Score -2118671 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2118974.250000 Penalty: 3254.345947
	Iteration 13Q: 3 clusters Score -2118974 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2119308.500000 Penalty: 3254.345947
	Iteration 14Q: 3 clusters Score -2119308 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2119669.250000 Penalty: 3254.345947
	Iteration 15Q: 3 clusters Score -2119669 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2120057.500000 Penalty: 3254.345947
	Iteration 16Q: 3 clusters Score -2120058 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2120458.000000 Penalty: 3254.345947
	Iteration 17Q: 3 clusters Score -2120458 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2120781.500000 Penalty: 3254.345947
	Iteration 18Q: 3 clusters Score -2120782 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2121024.000000 Penalty: 3254.345947
	Iteration 19Q: 3 clusters Score -2121024 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2121195.250000 Penalty: 3254.345947
	Iteration 20F: 3 clusters Score -2121195 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2121310.000000 Penalty: 3254.345947
	Iteration 21Q: 3 clusters Score -2121310 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2121398.500000 Penalty: 3254.345947
	Iteration 22Q: 3 clusters Score -2121398 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2121484.500000 Penalty: 3254.345947
	Iteration 23Q: 3 clusters Score -2121484 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2121551.250000 Penalty: 3254.345947
	Iteration 24Q: 3 clusters Score -2121551 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2121620.500000 Penalty: 3254.345947
	Iteration 25Q: 3 clusters Score -2121620 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2121695.250000 Penalty: 3254.345947
	Iteration 26Q: 3 clusters Score -2121695 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2121777.750000 Penalty: 3254.345947
	Iteration 27Q: 3 clusters Score -2121778 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2121848.250000 Penalty: 3254.345947
	Iteration 28Q: 3 clusters Score -2121848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2121942.750000 Penalty: 3254.345947
	Iteration 29Q: 3 clusters Score -2121943 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2122020.750000 Penalty: 3254.345947
	Iteration 30Q: 3 clusters Score -2122021 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2122121.500000 Penalty: 3254.345947
	Iteration 31Q: 3 clusters Score -2122122 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2122230.000000 Penalty: 3254.345947
	Iteration 32Q: 3 clusters Score -2122230 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2122329.000000 Penalty: 3254.345947
	Iteration 33Q: 3 clusters Score -2122329 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2122442.750000 Penalty: 3254.345947
	Iteration 34Q: 3 clusters Score -2122443 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2122550.500000 Penalty: 3254.345947
	Iteration 35Q: 3 clusters Score -2122550 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2122686.000000 Penalty: 3254.345947
	Iteration 36Q: 3 clusters Score -2122686 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2122831.250000 Penalty: 3254.345947
	Iteration 37Q: 3 clusters Score -2122831 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2122960.250000 Penalty: 3254.345947
	Iteration 38Q: 3 clusters Score -2122960 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2123100.500000 Penalty: 3254.345947
	Iteration 39Q: 3 clusters Score -2123100 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2123287.000000 Penalty: 3254.345947
	Iteration 40F: 3 clusters Score -2123287 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2123486.000000 Penalty: 3254.345947
	Iteration 41Q: 3 clusters Score -2123486 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2123699.250000 Penalty: 3254.345947
	Iteration 42Q: 3 clusters Score -2123699 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2123899.500000 Penalty: 3254.345947
	Iteration 43Q: 3 clusters Score -2123900 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2124061.750000 Penalty: 3254.345947
	Iteration 44Q: 3 clusters Score -2124062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2124205.750000 Penalty: 3254.345947
	Iteration 45Q: 3 clusters Score -2124206 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2124330.250000 Penalty: 3254.345947
	Iteration 46Q: 3 clusters Score -2124330 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2124442.500000 Penalty: 3254.345947
	Iteration 47Q: 3 clusters Score -2124442 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2124530.250000 Penalty: 3254.345947
	Iteration 48Q: 3 clusters Score -2124530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2124585.500000 Penalty: 3254.345947
	Iteration 49Q: 3 clusters Score -2124586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2124635.000000 Penalty: 3254.345947
	Iteration 50Q: 3 clusters Score -2124635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2124677.500000 Penalty: 3254.345947
	Iteration 51Q: 3 clusters Score -2124678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2124699.750000 Penalty: 3254.345947
	Iteration 52Q: 3 clusters Score -2124700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2124730.000000 Penalty: 3254.345947
	Iteration 53Q: 3 clusters Score -2124730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2124754.750000 Penalty: 3254.345947
	Iteration 54Q: 3 clusters Score -2124755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2124776.500000 Penalty: 3254.345947
	Iteration 55Q: 3 clusters Score -2124776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2124797.750000 Penalty: 3254.345947
	Iteration 56Q: 3 clusters Score -2124798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2124808.500000 Penalty: 3254.345947
	Iteration 57Q: 3 clusters Score -2124808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2124826.500000 Penalty: 3254.345947
	Iteration 58Q: 3 clusters Score -2124826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2124839.000000 Penalty: 3254.345947
	Iteration 59Q: 3 clusters Score -2124839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2124854.500000 Penalty: 3254.345947
	Iteration 60F: 3 clusters Score -2124854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2124865.000000 Penalty: 3254.345947
	Iteration 61Q: 3 clusters Score -2124865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2124879.000000 Penalty: 3254.345947
	Iteration 62Q: 3 clusters Score -2124879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2124901.500000 Penalty: 3254.345947
	Iteration 63Q: 3 clusters Score -2124902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2124913.250000 Penalty: 3254.345947
	Iteration 64Q: 3 clusters Score -2124913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2124922.000000 Penalty: 3254.345947
	Iteration 65Q: 3 clusters Score -2124922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2124925.000000 Penalty: 3254.345947
	Iteration 66Q: 3 clusters Score -2124925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2124934.000000 Penalty: 3254.345947
	Iteration 67Q: 3 clusters Score -2124934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2124934.500000 Penalty: 3254.345947
	Iteration 68Q: 3 clusters Score -2124934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2124943.000000 Penalty: 3254.345947
	Iteration 69Q: 3 clusters Score -2124943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2124948.500000 Penalty: 3254.345947
	Iteration 70Q: 3 clusters Score -2124948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2124950.000000 Penalty: 3254.345947
	Iteration 71Q: 3 clusters Score -2124950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2124953.750000 Penalty: 3254.345947
	Iteration 72Q: 3 clusters Score -2124954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2124959.500000 Penalty: 3254.345947
	Iteration 73Q: 3 clusters Score -2124960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2124961.000000 Penalty: 3254.345947
	Iteration 74Q: 3 clusters Score -2124961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2124963.250000 Penalty: 3254.345947
	Iteration 75Q: 3 clusters Score -2124963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2124965.500000 Penalty: 3254.345947
	Iteration 76Q: 3 clusters Score -2124966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2124965.750000 Penalty: 3254.345947
	Iteration 77Q: 3 clusters Score -2124966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2124966.750000 Penalty: 3254.345947
	Iteration 78Q: 3 clusters Score -2124967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2124967.000000 Penalty: 3254.345947
	Iteration 79Q: 3 clusters Score -2124967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2124967.250000 Penalty: 3254.345947
	Iteration 80F: 3 clusters Score -2124967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2124967.000000 Penalty: 3254.345947
	Iteration 81Q: 3 clusters Score -2124967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2124967.500000 Penalty: 3254.345947
	Iteration 82Q: 3 clusters Score -2124968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2124971.500000 Penalty: 3254.345947
	Iteration 83Q: 3 clusters Score -2124972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2124972.500000 Penalty: 3254.345947
	Iteration 84Q: 3 clusters Score -2124972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2124972.500000 Penalty: 3254.345947
	Iteration 85F: 3 clusters Score -2124972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -131251.140625 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -131251.1 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 855 members 
Entering Unmasked Estep 
Score: -129413.164062 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -129413.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -130163.203125 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -130163.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130639.703125 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -130639.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -130964.804688 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -130964.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -131153.890625 Penalty: 2424.285156
	Iteration 4F: 3 clusters Score -131153.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -131233.921875 Penalty: 2424.285156
	Iteration 5Q: 3 clusters Score -131233.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131283.921875 Penalty: 2424.285156
	Iteration 6Q: 3 clusters Score -131283.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -131311.937500 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -131311.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -131327.640625 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -131327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -131335.203125 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -131335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -131339.765625 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -131339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -131345.140625 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -131345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -131351.125000 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -131351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -131356.531250 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -131356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -131359.453125 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -131359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -131361.390625 Penalty: 2424.285156
	Iteration 15Q: 3 clusters Score -131361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -131363.468750 Penalty: 2424.285156
	Iteration 16Q: 3 clusters Score -131363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -131366.953125 Penalty: 2424.285156
	Iteration 17Q: 3 clusters Score -131367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -131374.734375 Penalty: 2424.285156
	Iteration 18Q: 3 clusters Score -131374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -131375.765625 Penalty: 2424.285156
	Iteration 19Q: 3 clusters Score -131375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -131376.578125 Penalty: 2424.285156
	Iteration 20F: 3 clusters Score -131376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -131378.343750 Penalty: 2424.285156
	Iteration 21Q: 3 clusters Score -131378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -131378.578125 Penalty: 2424.285156
	Iteration 22Q: 3 clusters Score -131378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -131378.578125 Penalty: 2424.285156
	Iteration 23F: 3 clusters Score -131378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 9538 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 41458 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5528 members 
Mstep: Class 13 contains 165549 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71495 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4854 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
Score: -51592292.000000 Penalty: 58203.625000
Splitting cluster 8 changes total score from -51593064.000000 to -51592292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Entering Unmasked Estep 
Score: -3759134.500000 Penalty: 1727.770874
	Iteration 0F: 2 clusters Score -3759134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3731433.000000 Penalty: 3455.541748
	Iteration 0F: 3 clusters Score -3731433 nChanged 19213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3742161.750000 Penalty: 3455.541748
	Iteration 1F: 3 clusters Score -3742162 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3742551.000000 Penalty: 3455.541748
	Iteration 2Q: 3 clusters Score -3742551 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3743078.250000 Penalty: 3455.541748
	Iteration 3Q: 3 clusters Score -3743078 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3743951.750000 Penalty: 3455.541748
	Iteration 4Q: 3 clusters Score -3743952 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3745452.000000 Penalty: 3455.541748
	Iteration 5F: 3 clusters Score -3745452 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -3748030.500000 Penalty: 3455.541748
	Iteration 6F: 3 clusters Score -3748030 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3751423.250000 Penalty: 3455.541748
	Iteration 7F: 3 clusters Score -3751423 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -3754249.750000 Penalty: 3455.541748
	Iteration 8F: 3 clusters Score -3754250 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -3755845.250000 Penalty: 3455.541748
	Iteration 9Q: 3 clusters Score -3755845 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -3756694.750000 Penalty: 3455.541748
	Iteration 10Q: 3 clusters Score -3756695 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -3757108.000000 Penalty: 3455.541748
	Iteration 11Q: 3 clusters Score -3757108 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -3757337.750000 Penalty: 3455.541748
	Iteration 12Q: 3 clusters Score -3757338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -3757444.000000 Penalty: 3455.541748
	Iteration 13Q: 3 clusters Score -3757444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -3757504.500000 Penalty: 3455.541748
	Iteration 14Q: 3 clusters Score -3757504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -3757547.500000 Penalty: 3455.541748
	Iteration 15Q: 3 clusters Score -3757548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -3757561.750000 Penalty: 3455.541748
	Iteration 16Q: 3 clusters Score -3757562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -3757578.500000 Penalty: 3455.541748
	Iteration 17Q: 3 clusters Score -3757578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -3757586.250000 Penalty: 3455.541748
	Iteration 18Q: 3 clusters Score -3757586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -3757587.750000 Penalty: 3455.541748
	Iteration 19Q: 3 clusters Score -3757588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -3757596.750000 Penalty: 3455.541748
	Iteration 20F: 3 clusters Score -3757597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -3757603.000000 Penalty: 3455.541748
	Iteration 21Q: 3 clusters Score -3757603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -3757603.000000 Penalty: 3455.541748
	Iteration 22Q: 3 clusters Score -3757603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -3757603.000000 Penalty: 3455.541748
	Iteration 23F: 3 clusters Score -3757603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -203674.343750 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -203674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -201401.156250 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -201401.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -201979.843750 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -201979.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -202222.390625 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -202222.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -202459.421875 Penalty: 2526.281494
	Iteration 3F: 3 clusters Score -202459.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -202621.718750 Penalty: 2526.281494
	Iteration 4F: 3 clusters Score -202621.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -202822.703125 Penalty: 2526.281494
	Iteration 5F: 3 clusters Score -202822.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -203026.218750 Penalty: 2526.281494
	Iteration 6F: 3 clusters Score -203026.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -203180.359375 Penalty: 2526.281494
	Iteration 7F: 3 clusters Score -203180.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -203281.890625 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -203281.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -203362.312500 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -203362.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -203442.031250 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -203442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -203468.890625 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -203468.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -203479.937500 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -203479.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -203482.234375 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -203482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -203485.078125 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -203485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -203486.109375 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -203486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -203486.546875 Penalty: 2526.281494
	Iteration 16Q: 3 clusters Score -203486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -203486.796875 Penalty: 2526.281494
	Iteration 17Q: 3 clusters Score -203486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -203486.796875 Penalty: 2526.281494
	Iteration 18F: 3 clusters Score -203486.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -173940.687500 Penalty: 1243.384277
	Iteration 0F: 2 clusters Score -173940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171848.328125 Penalty: 2486.768555
	Iteration 0F: 3 clusters Score -171848.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -172512.843750 Penalty: 2486.768555
	Iteration 1F: 3 clusters Score -172512.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -172775.718750 Penalty: 2486.768555
	Iteration 2F: 3 clusters Score -172775.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -172962.781250 Penalty: 2486.768555
	Iteration 3F: 3 clusters Score -172962.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -173115.718750 Penalty: 2486.768555
	Iteration 4F: 3 clusters Score -173115.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -173276.562500 Penalty: 2486.768555
	Iteration 5F: 3 clusters Score -173276.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -173416.015625 Penalty: 2486.768555
	Iteration 6Q: 3 clusters Score -173416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -173546.906250 Penalty: 2486.768555
	Iteration 7Q: 3 clusters Score -173546.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -173629.375000 Penalty: 2486.768555
	Iteration 8Q: 3 clusters Score -173629.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -173673.062500 Penalty: 2486.768555
	Iteration 9Q: 3 clusters Score -173673.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -173701.984375 Penalty: 2486.768555
	Iteration 10Q: 3 clusters Score -173702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -173714.687500 Penalty: 2486.768555
	Iteration 11Q: 3 clusters Score -173714.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -173723.015625 Penalty: 2486.768555
	Iteration 12Q: 3 clusters Score -173723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -173732.640625 Penalty: 2486.768555
	Iteration 13Q: 3 clusters Score -173732.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -173738.500000 Penalty: 2486.768555
	Iteration 14Q: 3 clusters Score -173738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -173743.312500 Penalty: 2486.768555
	Iteration 15Q: 3 clusters Score -173743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -173746.078125 Penalty: 2486.768555
	Iteration 16Q: 3 clusters Score -173746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -173748.859375 Penalty: 2486.768555
	Iteration 17Q: 3 clusters Score -173748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -173750.234375 Penalty: 2486.768555
	Iteration 18Q: 3 clusters Score -173750.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -173751.437500 Penalty: 2486.768555
	Iteration 19Q: 3 clusters Score -173751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -173751.437500 Penalty: 2486.768555
	Iteration 20F: 3 clusters Score -173751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Entering Unmasked Estep 
Score: -490605.562500 Penalty: 1400.356934
	Iteration 0F: 2 clusters Score -490605.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -486316.593750 Penalty: 2800.713867
	Iteration 0F: 3 clusters Score -486316.6 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -487548.562500 Penalty: 2800.713867
	Iteration 1F: 3 clusters Score -487548.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -487770.562500 Penalty: 2800.713867
	Iteration 2F: 3 clusters Score -487770.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -487927.437500 Penalty: 2800.713867
	Iteration 3F: 3 clusters Score -487927.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -488060.437500 Penalty: 2800.713867
	Iteration 4Q: 3 clusters Score -488060.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -488190.625000 Penalty: 2800.713867
	Iteration 5Q: 3 clusters Score -488190.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -488326.125000 Penalty: 2800.713867
	Iteration 6Q: 3 clusters Score -488326.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -488453.593750 Penalty: 2800.713867
	Iteration 7Q: 3 clusters Score -488453.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -488578.593750 Penalty: 2800.713867
	Iteration 8Q: 3 clusters Score -488578.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -488673.187500 Penalty: 2800.713867
	Iteration 9Q: 3 clusters Score -488673.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -488771.000000 Penalty: 2800.713867
	Iteration 10Q: 3 clusters Score -488771 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -488899.093750 Penalty: 2800.713867
	Iteration 11Q: 3 clusters Score -488899.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -489005.843750 Penalty: 2800.713867
	Iteration 12Q: 3 clusters Score -489005.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -489085.375000 Penalty: 2800.713867
	Iteration 13Q: 3 clusters Score -489085.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -489156.812500 Penalty: 2800.713867
	Iteration 14Q: 3 clusters Score -489156.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -489226.687500 Penalty: 2800.713867
	Iteration 15Q: 3 clusters Score -489226.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -489293.875000 Penalty: 2800.713867
	Iteration 16Q: 3 clusters Score -489293.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -489340.500000 Penalty: 2800.713867
	Iteration 17Q: 3 clusters Score -489340.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -489379.875000 Penalty: 2800.713867
	Iteration 18Q: 3 clusters Score -489379.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -489419.750000 Penalty: 2800.713867
	Iteration 19Q: 3 clusters Score -489419.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -489448.250000 Penalty: 2800.713867
	Iteration 20F: 3 clusters Score -489448.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -489470.031250 Penalty: 2800.713867
	Iteration 21Q: 3 clusters Score -489470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -489485.468750 Penalty: 2800.713867
	Iteration 22Q: 3 clusters Score -489485.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -489491.906250 Penalty: 2800.713867
	Iteration 23Q: 3 clusters Score -489491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -489493.031250 Penalty: 2800.713867
	Iteration 24Q: 3 clusters Score -489493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -489495.593750 Penalty: 2800.713867
	Iteration 25Q: 3 clusters Score -489495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -489499.625000 Penalty: 2800.713867
	Iteration 26Q: 3 clusters Score -489499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -489500.500000 Penalty: 2800.713867
	Iteration 27Q: 3 clusters Score -489500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -489502.468750 Penalty: 2800.713867
	Iteration 28Q: 3 clusters Score -489502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -489504.031250 Penalty: 2800.713867
	Iteration 29Q: 3 clusters Score -489504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -489505.000000 Penalty: 2800.713867
	Iteration 30Q: 3 clusters Score -489505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -489505.000000 Penalty: 2800.713867
	Iteration 31F: 3 clusters Score -489505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165549 members 
Entering Unmasked Estep 
Score: -14790792.000000 Penalty: 1952.766113
	Iteration 0F: 2 clusters Score -1.479079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -14680235.000000 Penalty: 3905.532227
	Iteration 0F: 3 clusters Score -1.468024e+07 nChanged 79698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -14726673.000000 Penalty: 3905.532227
	Iteration 1F: 3 clusters Score -1.472667e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -14727587.000000 Penalty: 3905.532227
	Iteration 2Q: 3 clusters Score -1.472759e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -14729111.000000 Penalty: 3905.532227
	Iteration 3Q: 3 clusters Score -1.472911e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -14731427.000000 Penalty: 3905.532227
	Iteration 4Q: 3 clusters Score -1.473143e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -14735712.000000 Penalty: 3905.532227
	Iteration 5F: 3 clusters Score -1.473571e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112535 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -14742709.000000 Penalty: 3905.532227
	Iteration 6F: 3 clusters Score -1.474271e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125495 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -14753134.000000 Penalty: 3905.532227
	Iteration 7F: 3 clusters Score -1.475313e+07 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139189 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -14765658.000000 Penalty: 3905.532227
	Iteration 8F: 3 clusters Score -1.476566e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -14776692.000000 Penalty: 3905.532227
	Iteration 9F: 3 clusters Score -1.477669e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156928 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -14783253.000000 Penalty: 3905.532227
	Iteration 10Q: 3 clusters Score -1.478325e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -14786604.000000 Penalty: 3905.532227
	Iteration 11Q: 3 clusters Score -1.47866e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -14788179.000000 Penalty: 3905.532227
	Iteration 12Q: 3 clusters Score -1.478818e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -14788826.000000 Penalty: 3905.532227
	Iteration 13Q: 3 clusters Score -1.478883e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162472 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -14789159.000000 Penalty: 3905.532227
	Iteration 14Q: 3 clusters Score -1.478916e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162712 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -14789358.000000 Penalty: 3905.532227
	Iteration 15Q: 3 clusters Score -1.478936e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162887 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14789425.000000 Penalty: 3905.532227
	Iteration 16Q: 3 clusters Score -1.478942e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -14789470.000000 Penalty: 3905.532227
	Iteration 17Q: 3 clusters Score -1.478947e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -14789486.000000 Penalty: 3905.532227
	Iteration 18Q: 3 clusters Score -1.478949e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163215 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -14789495.000000 Penalty: 3905.532227
	Iteration 19Q: 3 clusters Score -1.47895e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163284 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -14789514.000000 Penalty: 3905.532227
	Iteration 20F: 3 clusters Score -1.478951e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -14789506.000000 Penalty: 3905.532227
	Iteration 21Q: 3 clusters Score -1.478951e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163369 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -14789490.000000 Penalty: 3905.532227
	Iteration 22Q: 3 clusters Score -1.478949e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -14789492.000000 Penalty: 3905.532227
	Iteration 23Q: 3 clusters Score -1.478949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163421 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -14789485.000000 Penalty: 3905.532227
	Iteration 24Q: 3 clusters Score -1.478948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -14789482.000000 Penalty: 3905.532227
	Iteration 25Q: 3 clusters Score -1.478948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -14789481.000000 Penalty: 3905.532227
	Iteration 26Q: 3 clusters Score -1.478948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -14789461.000000 Penalty: 3905.532227
	Iteration 27Q: 3 clusters Score -1.478946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163492 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -14789479.000000 Penalty: 3905.532227
	Iteration 28Q: 3 clusters Score -1.478948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163502 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -14789497.000000 Penalty: 3905.532227
	Iteration 29Q: 3 clusters Score -1.47895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -14789500.000000 Penalty: 3905.532227
	Iteration 30Q: 3 clusters Score -1.47895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -14789488.000000 Penalty: 3905.532227
	Iteration 31Q: 3 clusters Score -1.478949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163524 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14789495.000000 Penalty: 3905.532227
	Iteration 32Q: 3 clusters Score -1.47895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163536 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -14789496.000000 Penalty: 3905.532227
	Iteration 33Q: 3 clusters Score -1.47895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -14789495.000000 Penalty: 3905.532227
	Iteration 34Q: 3 clusters Score -1.47895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163551 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -14789507.000000 Penalty: 3905.532227
	Iteration 35Q: 3 clusters Score -1.478951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -14789521.000000 Penalty: 3905.532227
	Iteration 36Q: 3 clusters Score -1.478952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163583 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -14789528.000000 Penalty: 3905.532227
	Iteration 37Q: 3 clusters Score -1.478953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163590 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -14789542.000000 Penalty: 3905.532227
	Iteration 38Q: 3 clusters Score -1.478954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -14789538.000000 Penalty: 3905.532227
	Iteration 39Q: 3 clusters Score -1.478954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -14789533.000000 Penalty: 3905.532227
	Iteration 40F: 3 clusters Score -1.478953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -14789534.000000 Penalty: 3905.532227
	Iteration 41Q: 3 clusters Score -1.478953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163621 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -14789528.000000 Penalty: 3905.532227
	Iteration 42Q: 3 clusters Score -1.478953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -14789542.000000 Penalty: 3905.532227
	Iteration 43Q: 3 clusters Score -1.478954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163629 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -14789544.000000 Penalty: 3905.532227
	Iteration 44Q: 3 clusters Score -1.478954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -14789538.000000 Penalty: 3905.532227
	Iteration 45Q: 3 clusters Score -1.478954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -14789544.000000 Penalty: 3905.532227
	Iteration 46Q: 3 clusters Score -1.478954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -14789539.000000 Penalty: 3905.532227
	Iteration 47Q: 3 clusters Score -1.478954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163650 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -14789545.000000 Penalty: 3905.532227
	Iteration 48Q: 3 clusters Score -1.478954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163654 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -14789547.000000 Penalty: 3905.532227
	Iteration 49Q: 3 clusters Score -1.478955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163660 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -14789550.000000 Penalty: 3905.532227
	Iteration 50Q: 3 clusters Score -1.478955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -14789553.000000 Penalty: 3905.532227
	Iteration 51Q: 3 clusters Score -1.478955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14789555.000000 Penalty: 3905.532227
	Iteration 52Q: 3 clusters Score -1.478956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -14789554.000000 Penalty: 3905.532227
	Iteration 53Q: 3 clusters Score -1.478955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -14789555.000000 Penalty: 3905.532227
	Iteration 54Q: 3 clusters Score -1.478956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -14789555.000000 Penalty: 3905.532227
	Iteration 55F: 3 clusters Score -1.478956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -195699.062500 Penalty: 1254.069580
	Iteration 0F: 2 clusters Score -195699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -193389.015625 Penalty: 2508.139160
	Iteration 0F: 3 clusters Score -193389 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -193942.906250 Penalty: 2508.139160
	Iteration 1F: 3 clusters Score -193942.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -194124.390625 Penalty: 2508.139160
	Iteration 2F: 3 clusters Score -194124.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -194318.328125 Penalty: 2508.139160
	Iteration 3F: 3 clusters Score -194318.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -194520.421875 Penalty: 2508.139160
	Iteration 4F: 3 clusters Score -194520.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -194702.375000 Penalty: 2508.139160
	Iteration 5F: 3 clusters Score -194702.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -194850.968750 Penalty: 2508.139160
	Iteration 6F: 3 clusters Score -194851 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -194943.187500 Penalty: 2508.139160
	Iteration 7Q: 3 clusters Score -194943.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -195008.343750 Penalty: 2508.139160
	Iteration 8Q: 3 clusters Score -195008.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -195040.140625 Penalty: 2508.139160
	Iteration 9Q: 3 clusters Score -195040.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -195057.468750 Penalty: 2508.139160
	Iteration 10Q: 3 clusters Score -195057.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -195069.828125 Penalty: 2508.139160
	Iteration 11Q: 3 clusters Score -195069.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -195080.343750 Penalty: 2508.139160
	Iteration 12Q: 3 clusters Score -195080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -195086.750000 Penalty: 2508.139160
	Iteration 13Q: 3 clusters Score -195086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -195091.218750 Penalty: 2508.139160
	Iteration 14Q: 3 clusters Score -195091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -195094.750000 Penalty: 2508.139160
	Iteration 15Q: 3 clusters Score -195094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -195096.734375 Penalty: 2508.139160
	Iteration 16Q: 3 clusters Score -195096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -195097.515625 Penalty: 2508.139160
	Iteration 17Q: 3 clusters Score -195097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -195097.515625 Penalty: 2508.139160
	Iteration 18F: 3 clusters Score -195097.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -193770.765625 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -193770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -191586.171875 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -191586.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -192099.843750 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -192099.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -192231.171875 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -192231.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -192312.265625 Penalty: 2493.797363
	Iteration 3Q: 3 clusters Score -192312.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -192367.687500 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -192367.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -192408.500000 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -192408.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -192433.843750 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -192433.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -192451.484375 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -192451.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -192476.687500 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -192476.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -192497.125000 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -192497.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -192510.234375 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -192510.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -192521.515625 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -192521.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -192529.453125 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -192529.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -192538.031250 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -192538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -192545.468750 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -192545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -192553.125000 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -192553.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -192561.703125 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -192561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -192564.843750 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -192564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -192568.609375 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -192568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -192570.796875 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -192570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -192573.390625 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -192573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -192573.953125 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -192574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -192574.656250 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -192574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -192576.828125 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -192576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -192577.343750 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -192577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -192577.375000 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -192577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -192578.156250 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -192578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -192578.156250 Penalty: 2493.797363
	Iteration 27F: 3 clusters Score -192578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Entering Unmasked Estep 
Score: -473997.750000 Penalty: 1406.387451
	Iteration 0F: 2 clusters Score -473997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -469526.250000 Penalty: 2812.774902
	Iteration 0F: 3 clusters Score -469526.2 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -470796.437500 Penalty: 2812.774902
	Iteration 1F: 3 clusters Score -470796.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -470984.625000 Penalty: 2812.774902
	Iteration 2F: 3 clusters Score -470984.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -471144.750000 Penalty: 2812.774902
	Iteration 3F: 3 clusters Score -471144.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -471278.343750 Penalty: 2812.774902
	Iteration 4Q: 3 clusters Score -471278.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -471414.406250 Penalty: 2812.774902
	Iteration 5Q: 3 clusters Score -471414.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -471556.687500 Penalty: 2812.774902
	Iteration 6Q: 3 clusters Score -471556.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -471698.312500 Penalty: 2812.774902
	Iteration 7Q: 3 clusters Score -471698.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -471844.656250 Penalty: 2812.774902
	Iteration 8Q: 3 clusters Score -471844.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -471997.937500 Penalty: 2812.774902
	Iteration 9Q: 3 clusters Score -471997.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -472155.093750 Penalty: 2812.774902
	Iteration 10Q: 3 clusters Score -472155.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -472273.875000 Penalty: 2812.774902
	Iteration 11Q: 3 clusters Score -472273.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -472376.812500 Penalty: 2812.774902
	Iteration 12Q: 3 clusters Score -472376.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -472466.562500 Penalty: 2812.774902
	Iteration 13Q: 3 clusters Score -472466.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -472535.437500 Penalty: 2812.774902
	Iteration 14Q: 3 clusters Score -472535.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -472594.437500 Penalty: 2812.774902
	Iteration 15Q: 3 clusters Score -472594.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -472648.781250 Penalty: 2812.774902
	Iteration 16Q: 3 clusters Score -472648.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -472690.562500 Penalty: 2812.774902
	Iteration 17Q: 3 clusters Score -472690.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -472719.218750 Penalty: 2812.774902
	Iteration 18Q: 3 clusters Score -472719.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -472737.843750 Penalty: 2812.774902
	Iteration 19Q: 3 clusters Score -472737.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -472749.625000 Penalty: 2812.774902
	Iteration 20F: 3 clusters Score -472749.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -472757.781250 Penalty: 2812.774902
	Iteration 21Q: 3 clusters Score -472757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -472767.531250 Penalty: 2812.774902
	Iteration 22Q: 3 clusters Score -472767.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -472775.250000 Penalty: 2812.774902
	Iteration 23Q: 3 clusters Score -472775.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -472787.562500 Penalty: 2812.774902
	Iteration 24Q: 3 clusters Score -472787.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -472796.031250 Penalty: 2812.774902
	Iteration 25Q: 3 clusters Score -472796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -472807.375000 Penalty: 2812.774902
	Iteration 26Q: 3 clusters Score -472807.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -472818.125000 Penalty: 2812.774902
	Iteration 27Q: 3 clusters Score -472818.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -472832.562500 Penalty: 2812.774902
	Iteration 28Q: 3 clusters Score -472832.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -472858.843750 Penalty: 2812.774902
	Iteration 29Q: 3 clusters Score -472858.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -472877.406250 Penalty: 2812.774902
	Iteration 30Q: 3 clusters Score -472877.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -472891.937500 Penalty: 2812.774902
	Iteration 31Q: 3 clusters Score -472891.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -472918.843750 Penalty: 2812.774902
	Iteration 32Q: 3 clusters Score -472918.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -472937.093750 Penalty: 2812.774902
	Iteration 33Q: 3 clusters Score -472937.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -472947.406250 Penalty: 2812.774902
	Iteration 34Q: 3 clusters Score -472947.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -472958.187500 Penalty: 2812.774902
	Iteration 35Q: 3 clusters Score -472958.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -472971.906250 Penalty: 2812.774902
	Iteration 36Q: 3 clusters Score -472971.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -472981.562500 Penalty: 2812.774902
	Iteration 37Q: 3 clusters Score -472981.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -472994.500000 Penalty: 2812.774902
	Iteration 38Q: 3 clusters Score -472994.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -473005.968750 Penalty: 2812.774902
	Iteration 39Q: 3 clusters Score -473006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -473014.625000 Penalty: 2812.774902
	Iteration 40F: 3 clusters Score -473014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -473018.812500 Penalty: 2812.774902
	Iteration 41Q: 3 clusters Score -473018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -473025.750000 Penalty: 2812.774902
	Iteration 42Q: 3 clusters Score -473025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -473029.562500 Penalty: 2812.774902
	Iteration 43Q: 3 clusters Score -473029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -473031.343750 Penalty: 2812.774902
	Iteration 44Q: 3 clusters Score -473031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -473032.093750 Penalty: 2812.774902
	Iteration 45Q: 3 clusters Score -473032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -473033.531250 Penalty: 2812.774902
	Iteration 46Q: 3 clusters Score -473033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -473035.531250 Penalty: 2812.774902
	Iteration 47Q: 3 clusters Score -473035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -473037.812500 Penalty: 2812.774902
	Iteration 48Q: 3 clusters Score -473037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -473038.250000 Penalty: 2812.774902
	Iteration 49Q: 3 clusters Score -473038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -473038.875000 Penalty: 2812.774902
	Iteration 50Q: 3 clusters Score -473038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -473038.875000 Penalty: 2812.774902
	Iteration 51F: 3 clusters Score -473038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Entering Unmasked Estep 
Score: -467558.718750 Penalty: 1394.063599
	Iteration 0F: 2 clusters Score -467558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -463403.656250 Penalty: 2788.127197
	Iteration 0F: 3 clusters Score -463403.7 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -464682.156250 Penalty: 2788.127197
	Iteration 1F: 3 clusters Score -464682.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -464933.218750 Penalty: 2788.127197
	Iteration 2F: 3 clusters Score -464933.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -465150.937500 Penalty: 2788.127197
	Iteration 3F: 3 clusters Score -465150.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -465351.906250 Penalty: 2788.127197
	Iteration 4F: 3 clusters Score -465351.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -465563.875000 Penalty: 2788.127197
	Iteration 5Q: 3 clusters Score -465563.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -465717.031250 Penalty: 2788.127197
	Iteration 6Q: 3 clusters Score -465717 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -465857.156250 Penalty: 2788.127197
	Iteration 7Q: 3 clusters Score -465857.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -465949.687500 Penalty: 2788.127197
	Iteration 8Q: 3 clusters Score -465949.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -466025.531250 Penalty: 2788.127197
	Iteration 9Q: 3 clusters Score -466025.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -466101.875000 Penalty: 2788.127197
	Iteration 10Q: 3 clusters Score -466101.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -466166.437500 Penalty: 2788.127197
	Iteration 11Q: 3 clusters Score -466166.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -466220.750000 Penalty: 2788.127197
	Iteration 12Q: 3 clusters Score -466220.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -466278.500000 Penalty: 2788.127197
	Iteration 13Q: 3 clusters Score -466278.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -466339.125000 Penalty: 2788.127197
	Iteration 14Q: 3 clusters Score -466339.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -466395.375000 Penalty: 2788.127197
	Iteration 15Q: 3 clusters Score -466395.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -466476.406250 Penalty: 2788.127197
	Iteration 16Q: 3 clusters Score -466476.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -466570.531250 Penalty: 2788.127197
	Iteration 17Q: 3 clusters Score -466570.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -466658.312500 Penalty: 2788.127197
	Iteration 18Q: 3 clusters Score -466658.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -466732.781250 Penalty: 2788.127197
	Iteration 19Q: 3 clusters Score -466732.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -466808.531250 Penalty: 2788.127197
	Iteration 20F: 3 clusters Score -466808.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -466872.968750 Penalty: 2788.127197
	Iteration 21Q: 3 clusters Score -466873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -466919.406250 Penalty: 2788.127197
	Iteration 22Q: 3 clusters Score -466919.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -466955.843750 Penalty: 2788.127197
	Iteration 23Q: 3 clusters Score -466955.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -466993.437500 Penalty: 2788.127197
	Iteration 24Q: 3 clusters Score -466993.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -467016.093750 Penalty: 2788.127197
	Iteration 25Q: 3 clusters Score -467016.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -467025.406250 Penalty: 2788.127197
	Iteration 26Q: 3 clusters Score -467025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -467035.000000 Penalty: 2788.127197
	Iteration 27Q: 3 clusters Score -467035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -467041.500000 Penalty: 2788.127197
	Iteration 28Q: 3 clusters Score -467041.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -467044.062500 Penalty: 2788.127197
	Iteration 29Q: 3 clusters Score -467044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -467048.562500 Penalty: 2788.127197
	Iteration 30Q: 3 clusters Score -467048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -467050.343750 Penalty: 2788.127197
	Iteration 31Q: 3 clusters Score -467050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -467053.281250 Penalty: 2788.127197
	Iteration 32Q: 3 clusters Score -467053.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -467056.656250 Penalty: 2788.127197
	Iteration 33Q: 3 clusters Score -467056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -467061.062500 Penalty: 2788.127197
	Iteration 34Q: 3 clusters Score -467061.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -467068.031250 Penalty: 2788.127197
	Iteration 35Q: 3 clusters Score -467068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -467072.750000 Penalty: 2788.127197
	Iteration 36Q: 3 clusters Score -467072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -467074.562500 Penalty: 2788.127197
	Iteration 37Q: 3 clusters Score -467074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -467076.625000 Penalty: 2788.127197
	Iteration 38Q: 3 clusters Score -467076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -467077.375000 Penalty: 2788.127197
	Iteration 39Q: 3 clusters Score -467077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -467078.500000 Penalty: 2788.127197
	Iteration 40F: 3 clusters Score -467078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -467079.562500 Penalty: 2788.127197
	Iteration 41Q: 3 clusters Score -467079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -467080.062500 Penalty: 2788.127197
	Iteration 42Q: 3 clusters Score -467080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -467084.031250 Penalty: 2788.127197
	Iteration 43Q: 3 clusters Score -467084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -467084.875000 Penalty: 2788.127197
	Iteration 44Q: 3 clusters Score -467084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -467087.468750 Penalty: 2788.127197
	Iteration 45Q: 3 clusters Score -467087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -467090.500000 Penalty: 2788.127197
	Iteration 46Q: 3 clusters Score -467090.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -467094.250000 Penalty: 2788.127197
	Iteration 47Q: 3 clusters Score -467094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -467094.906250 Penalty: 2788.127197
	Iteration 48Q: 3 clusters Score -467094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -467095.343750 Penalty: 2788.127197
	Iteration 49Q: 3 clusters Score -467095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -467096.906250 Penalty: 2788.127197
	Iteration 50Q: 3 clusters Score -467096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -467099.781250 Penalty: 2788.127197
	Iteration 51Q: 3 clusters Score -467099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -467101.906250 Penalty: 2788.127197
	Iteration 52Q: 3 clusters Score -467101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -467103.437500 Penalty: 2788.127197
	Iteration 53Q: 3 clusters Score -467103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -467102.875000 Penalty: 2788.127197
	Iteration 54Q: 3 clusters Score -467102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -467102.968750 Penalty: 2788.127197
	Iteration 55Q: 3 clusters Score -467103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -467103.562500 Penalty: 2788.127197
	Iteration 56Q: 3 clusters Score -467103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -467103.562500 Penalty: 2788.127197
	Iteration 57F: 3 clusters Score -467103.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Entering Unmasked Estep 
Score: -405781.906250 Penalty: 1370.140625
	Iteration 0F: 2 clusters Score -405781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -402043.343750 Penalty: 2740.281250
	Iteration 0F: 3 clusters Score -402043.3 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -403058.593750 Penalty: 2740.281250
	Iteration 1F: 3 clusters Score -403058.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -403209.500000 Penalty: 2740.281250
	Iteration 2F: 3 clusters Score -403209.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -403327.437500 Penalty: 2740.281250
	Iteration 3Q: 3 clusters Score -403327.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -403429.968750 Penalty: 2740.281250
	Iteration 4Q: 3 clusters Score -403430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -403512.750000 Penalty: 2740.281250
	Iteration 5Q: 3 clusters Score -403512.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -403587.156250 Penalty: 2740.281250
	Iteration 6Q: 3 clusters Score -403587.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -403644.968750 Penalty: 2740.281250
	Iteration 7Q: 3 clusters Score -403645 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -403720.625000 Penalty: 2740.281250
	Iteration 8Q: 3 clusters Score -403720.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -403813.468750 Penalty: 2740.281250
	Iteration 9Q: 3 clusters Score -403813.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -403898.531250 Penalty: 2740.281250
	Iteration 10Q: 3 clusters Score -403898.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -403977.125000 Penalty: 2740.281250
	Iteration 11Q: 3 clusters Score -403977.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -404044.906250 Penalty: 2740.281250
	Iteration 12Q: 3 clusters Score -404044.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -404109.875000 Penalty: 2740.281250
	Iteration 13Q: 3 clusters Score -404109.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -404175.656250 Penalty: 2740.281250
	Iteration 14Q: 3 clusters Score -404175.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -404233.656250 Penalty: 2740.281250
	Iteration 15Q: 3 clusters Score -404233.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -404294.687500 Penalty: 2740.281250
	Iteration 16Q: 3 clusters Score -404294.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -404358.343750 Penalty: 2740.281250
	Iteration 17Q: 3 clusters Score -404358.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -404417.562500 Penalty: 2740.281250
	Iteration 18Q: 3 clusters Score -404417.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -404458.531250 Penalty: 2740.281250
	Iteration 19Q: 3 clusters Score -404458.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -404489.375000 Penalty: 2740.281250
	Iteration 20F: 3 clusters Score -404489.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -404509.625000 Penalty: 2740.281250
	Iteration 21Q: 3 clusters Score -404509.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -404532.187500 Penalty: 2740.281250
	Iteration 22Q: 3 clusters Score -404532.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -404549.062500 Penalty: 2740.281250
	Iteration 23Q: 3 clusters Score -404549.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -404561.406250 Penalty: 2740.281250
	Iteration 24Q: 3 clusters Score -404561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -404569.968750 Penalty: 2740.281250
	Iteration 25Q: 3 clusters Score -404570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -404578.250000 Penalty: 2740.281250
	Iteration 26Q: 3 clusters Score -404578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -404584.875000 Penalty: 2740.281250
	Iteration 27Q: 3 clusters Score -404584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -404589.968750 Penalty: 2740.281250
	Iteration 28Q: 3 clusters Score -404590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -404597.468750 Penalty: 2740.281250
	Iteration 29Q: 3 clusters Score -404597.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -404606.281250 Penalty: 2740.281250
	Iteration 30Q: 3 clusters Score -404606.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -404614.843750 Penalty: 2740.281250
	Iteration 31Q: 3 clusters Score -404614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -404621.125000 Penalty: 2740.281250
	Iteration 32Q: 3 clusters Score -404621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -404624.562500 Penalty: 2740.281250
	Iteration 33Q: 3 clusters Score -404624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -404630.000000 Penalty: 2740.281250
	Iteration 34Q: 3 clusters Score -404630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -404632.468750 Penalty: 2740.281250
	Iteration 35Q: 3 clusters Score -404632.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -404634.125000 Penalty: 2740.281250
	Iteration 36Q: 3 clusters Score -404634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -404634.125000 Penalty: 2740.281250
	Iteration 37F: 3 clusters Score -404634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -212083.093750 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -212083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -209760.468750 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -209760.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -210300.140625 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -210300.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -210420.687500 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -210420.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -210477.312500 Penalty: 2524.498291
	Iteration 3Q: 3 clusters Score -210477.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -210524.843750 Penalty: 2524.498291
	Iteration 4Q: 3 clusters Score -210524.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -210566.796875 Penalty: 2524.498291
	Iteration 5Q: 3 clusters Score -210566.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -210592.187500 Penalty: 2524.498291
	Iteration 6Q: 3 clusters Score -210592.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -210618.468750 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -210618.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -210644.578125 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -210644.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -210657.515625 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -210657.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -210669.156250 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -210669.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -210684.015625 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -210684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -210699.390625 Penalty: 2524.498291
	Iteration 12Q: 3 clusters Score -210699.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -210705.125000 Penalty: 2524.498291
	Iteration 13Q: 3 clusters Score -210705.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -210711.359375 Penalty: 2524.498291
	Iteration 14Q: 3 clusters Score -210711.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -210718.515625 Penalty: 2524.498291
	Iteration 15Q: 3 clusters Score -210718.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -210724.937500 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -210724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -210728.312500 Penalty: 2524.498291
	Iteration 17Q: 3 clusters Score -210728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -210730.218750 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -210730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -210731.625000 Penalty: 2524.498291
	Iteration 19Q: 3 clusters Score -210731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -210732.781250 Penalty: 2524.498291
	Iteration 20F: 3 clusters Score -210732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -210733.734375 Penalty: 2524.498291
	Iteration 21Q: 3 clusters Score -210733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -210734.625000 Penalty: 2524.498291
	Iteration 22Q: 3 clusters Score -210734.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -210737.046875 Penalty: 2524.498291
	Iteration 23Q: 3 clusters Score -210737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -210736.953125 Penalty: 2524.498291
	Iteration 24Q: 3 clusters Score -210737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -210737.859375 Penalty: 2524.498291
	Iteration 25Q: 3 clusters Score -210737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -210738.343750 Penalty: 2524.498291
	Iteration 26Q: 3 clusters Score -210738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -210739.406250 Penalty: 2524.498291
	Iteration 27Q: 3 clusters Score -210739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -210741.484375 Penalty: 2524.498291
	Iteration 28Q: 3 clusters Score -210741.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -210742.468750 Penalty: 2524.498291
	Iteration 29Q: 3 clusters Score -210742.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -210743.984375 Penalty: 2524.498291
	Iteration 30Q: 3 clusters Score -210744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -210745.031250 Penalty: 2524.498291
	Iteration 31Q: 3 clusters Score -210745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -210746.234375 Penalty: 2524.498291
	Iteration 32Q: 3 clusters Score -210746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -210747.375000 Penalty: 2524.498291
	Iteration 33Q: 3 clusters Score -210747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -210750.828125 Penalty: 2524.498291
	Iteration 34Q: 3 clusters Score -210750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -210754.250000 Penalty: 2524.498291
	Iteration 35Q: 3 clusters Score -210754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -210755.437500 Penalty: 2524.498291
	Iteration 36Q: 3 clusters Score -210755.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -210757.906250 Penalty: 2524.498291
	Iteration 37Q: 3 clusters Score -210757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -210760.843750 Penalty: 2524.498291
	Iteration 38Q: 3 clusters Score -210760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -210761.546875 Penalty: 2524.498291
	Iteration 39Q: 3 clusters Score -210761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -210762.296875 Penalty: 2524.498291
	Iteration 40F: 3 clusters Score -210762.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210762.906250 Penalty: 2524.498291
	Iteration 41Q: 3 clusters Score -210762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -210763.468750 Penalty: 2524.498291
	Iteration 42Q: 3 clusters Score -210763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -210763.468750 Penalty: 2524.498291
	Iteration 43F: 3 clusters Score -210763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Entering Unmasked Estep 
Score: -6775198.500000 Penalty: 1816.324707
	Iteration 0F: 2 clusters Score -6775198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -6727331.000000 Penalty: 3632.649414
	Iteration 0F: 3 clusters Score -6727331 nChanged 33927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -6747208.000000 Penalty: 3632.649414
	Iteration 1F: 3 clusters Score -6747208 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -6747956.000000 Penalty: 3632.649414
	Iteration 2Q: 3 clusters Score -6747956 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -6748905.500000 Penalty: 3632.649414
	Iteration 3Q: 3 clusters Score -6748906 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -6750358.500000 Penalty: 3632.649414
	Iteration 4Q: 3 clusters Score -6750358 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -6752319.500000 Penalty: 3632.649414
	Iteration 5Q: 3 clusters Score -6752320 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -6755077.500000 Penalty: 3632.649414
	Iteration 6F: 3 clusters Score -6755078 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -6758346.500000 Penalty: 3632.649414
	Iteration 7F: 3 clusters Score -6758346 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -6761399.000000 Penalty: 3632.649414
	Iteration 8F: 3 clusters Score -6761399 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -6763764.500000 Penalty: 3632.649414
	Iteration 9Q: 3 clusters Score -6763764 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -6765323.500000 Penalty: 3632.649414
	Iteration 10Q: 3 clusters Score -6765324 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -6766419.000000 Penalty: 3632.649414
	Iteration 11Q: 3 clusters Score -6766419 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -6767336.500000 Penalty: 3632.649414
	Iteration 12Q: 3 clusters Score -6767336 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -6768195.500000 Penalty: 3632.649414
	Iteration 13Q: 3 clusters Score -6768196 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -6769113.000000 Penalty: 3632.649414
	Iteration 14Q: 3 clusters Score -6769113 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -6770085.500000 Penalty: 3632.649414
	Iteration 15Q: 3 clusters Score -6770086 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -6770942.000000 Penalty: 3632.649414
	Iteration 16Q: 3 clusters Score -6770942 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -6771620.000000 Penalty: 3632.649414
	Iteration 17Q: 3 clusters Score -6771620 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -6772146.000000 Penalty: 3632.649414
	Iteration 18Q: 3 clusters Score -6772146 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -6772527.500000 Penalty: 3632.649414
	Iteration 19Q: 3 clusters Score -6772528 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -6772857.500000 Penalty: 3632.649414
	Iteration 20F: 3 clusters Score -6772858 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -6773102.000000 Penalty: 3632.649414
	Iteration 21Q: 3 clusters Score -6773102 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -6773252.500000 Penalty: 3632.649414
	Iteration 22Q: 3 clusters Score -6773252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -6773355.000000 Penalty: 3632.649414
	Iteration 23Q: 3 clusters Score -6773355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -6773440.500000 Penalty: 3632.649414
	Iteration 24Q: 3 clusters Score -6773440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -6773500.000000 Penalty: 3632.649414
	Iteration 25Q: 3 clusters Score -6773500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -6773543.000000 Penalty: 3632.649414
	Iteration 26Q: 3 clusters Score -6773543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -6773579.500000 Penalty: 3632.649414
	Iteration 27Q: 3 clusters Score -6773580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -6773580.500000 Penalty: 3632.649414
	Iteration 28Q: 3 clusters Score -6773580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -6773588.500000 Penalty: 3632.649414
	Iteration 29Q: 3 clusters Score -6773588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -6773603.500000 Penalty: 3632.649414
	Iteration 30Q: 3 clusters Score -6773604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -6773615.000000 Penalty: 3632.649414
	Iteration 31Q: 3 clusters Score -6773615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -6773623.000000 Penalty: 3632.649414
	Iteration 32Q: 3 clusters Score -6773623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -6773636.000000 Penalty: 3632.649414
	Iteration 33Q: 3 clusters Score -6773636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -6773644.000000 Penalty: 3632.649414
	Iteration 34Q: 3 clusters Score -6773644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -6773645.000000 Penalty: 3632.649414
	Iteration 35Q: 3 clusters Score -6773645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -6773646.500000 Penalty: 3632.649414
	Iteration 36Q: 3 clusters Score -6773646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -6773646.500000 Penalty: 3632.649414
	Iteration 37F: 3 clusters Score -6773646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -142769.078125 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -142769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -140836.218750 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -140836.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -141253.000000 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -141253 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -141361.375000 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -141361.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -141427.265625 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -141427.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -141467.578125 Penalty: 2424.285156
	Iteration 4Q: 3 clusters Score -141467.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -141499.031250 Penalty: 2424.285156
	Iteration 5Q: 3 clusters Score -141499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -141532.796875 Penalty: 2424.285156
	Iteration 6Q: 3 clusters Score -141532.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141552.921875 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -141552.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -141572.000000 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -141572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -141586.125000 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -141586.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -141595.625000 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -141595.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -141601.203125 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -141601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -141605.828125 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -141605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -141610.578125 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -141610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -141614.062500 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -141614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -141617.312500 Penalty: 2424.285156
	Iteration 15Q: 3 clusters Score -141617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -141619.250000 Penalty: 2424.285156
	Iteration 16Q: 3 clusters Score -141619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -141621.296875 Penalty: 2424.285156
	Iteration 17Q: 3 clusters Score -141621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -141622.000000 Penalty: 2424.285156
	Iteration 18Q: 3 clusters Score -141622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -141624.109375 Penalty: 2424.285156
	Iteration 19Q: 3 clusters Score -141624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -141627.359375 Penalty: 2424.285156
	Iteration 20F: 3 clusters Score -141627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -141630.593750 Penalty: 2424.285156
	Iteration 21Q: 3 clusters Score -141630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -141631.546875 Penalty: 2424.285156
	Iteration 22Q: 3 clusters Score -141631.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -141632.375000 Penalty: 2424.285156
	Iteration 23Q: 3 clusters Score -141632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -141633.328125 Penalty: 2424.285156
	Iteration 24Q: 3 clusters Score -141633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -141635.750000 Penalty: 2424.285156
	Iteration 25Q: 3 clusters Score -141635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -141637.765625 Penalty: 2424.285156
	Iteration 26Q: 3 clusters Score -141637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -141639.421875 Penalty: 2424.285156
	Iteration 27Q: 3 clusters Score -141639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -141640.078125 Penalty: 2424.285156
	Iteration 28Q: 3 clusters Score -141640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -141640.968750 Penalty: 2424.285156
	Iteration 29Q: 3 clusters Score -141641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -141642.953125 Penalty: 2424.285156
	Iteration 30Q: 3 clusters Score -141643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -141644.093750 Penalty: 2424.285156
	Iteration 31Q: 3 clusters Score -141644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -141644.718750 Penalty: 2424.285156
	Iteration 32Q: 3 clusters Score -141644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -141644.718750 Penalty: 2424.285156
	Iteration 33F: 3 clusters Score -141644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -260639.015625 Penalty: 1285.172607
	Iteration 0F: 2 clusters Score -260639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -258067.656250 Penalty: 2570.345215
	Iteration 0F: 3 clusters Score -258067.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -258620.265625 Penalty: 2570.345215
	Iteration 1F: 3 clusters Score -258620.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -258737.062500 Penalty: 2570.345215
	Iteration 2F: 3 clusters Score -258737.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -258804.734375 Penalty: 2570.345215
	Iteration 3Q: 3 clusters Score -258804.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -258837.609375 Penalty: 2570.345215
	Iteration 4Q: 3 clusters Score -258837.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -258873.890625 Penalty: 2570.345215
	Iteration 5Q: 3 clusters Score -258873.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -258902.531250 Penalty: 2570.345215
	Iteration 6Q: 3 clusters Score -258902.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -258921.312500 Penalty: 2570.345215
	Iteration 7Q: 3 clusters Score -258921.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -258940.593750 Penalty: 2570.345215
	Iteration 8Q: 3 clusters Score -258940.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -258950.875000 Penalty: 2570.345215
	Iteration 9Q: 3 clusters Score -258950.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258956.687500 Penalty: 2570.345215
	Iteration 10Q: 3 clusters Score -258956.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -258963.187500 Penalty: 2570.345215
	Iteration 11Q: 3 clusters Score -258963.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -258968.718750 Penalty: 2570.345215
	Iteration 12Q: 3 clusters Score -258968.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -258971.500000 Penalty: 2570.345215
	Iteration 13Q: 3 clusters Score -258971.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -258975.312500 Penalty: 2570.345215
	Iteration 14Q: 3 clusters Score -258975.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -258980.671875 Penalty: 2570.345215
	Iteration 15Q: 3 clusters Score -258980.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258984.140625 Penalty: 2570.345215
	Iteration 16Q: 3 clusters Score -258984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -258987.125000 Penalty: 2570.345215
	Iteration 17Q: 3 clusters Score -258987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -258989.406250 Penalty: 2570.345215
	Iteration 18Q: 3 clusters Score -258989.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -258992.593750 Penalty: 2570.345215
	Iteration 19Q: 3 clusters Score -258992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -258994.890625 Penalty: 2570.345215
	Iteration 20F: 3 clusters Score -258994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -258996.328125 Penalty: 2570.345215
	Iteration 21Q: 3 clusters Score -258996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -258997.296875 Penalty: 2570.345215
	Iteration 22Q: 3 clusters Score -258997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -258997.234375 Penalty: 2570.345215
	Iteration 23Q: 3 clusters Score -258997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -258998.015625 Penalty: 2570.345215
	Iteration 24Q: 3 clusters Score -258998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258998.453125 Penalty: 2570.345215
	Iteration 25Q: 3 clusters Score -258998.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258998.953125 Penalty: 2570.345215
	Iteration 26Q: 3 clusters Score -258999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258999.406250 Penalty: 2570.345215
	Iteration 27Q: 3 clusters Score -258999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -258999.406250 Penalty: 2570.345215
	Iteration 28F: 3 clusters Score -258999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Entering Unmasked Estep 
Score: -1273404.625000 Penalty: 1545.097778
	Iteration 0F: 2 clusters Score -1273405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1263935.625000 Penalty: 3090.195557
	Iteration 0F: 3 clusters Score -1263936 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1267175.250000 Penalty: 3090.195557
	Iteration 1F: 3 clusters Score -1267175 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1267400.500000 Penalty: 3090.195557
	Iteration 2F: 3 clusters Score -1267400 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1267550.875000 Penalty: 3090.195557
	Iteration 3Q: 3 clusters Score -1267551 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1267656.500000 Penalty: 3090.195557
	Iteration 4Q: 3 clusters Score -1267656 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1267736.750000 Penalty: 3090.195557
	Iteration 5Q: 3 clusters Score -1267737 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1267807.500000 Penalty: 3090.195557
	Iteration 6Q: 3 clusters Score -1267808 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1267861.250000 Penalty: 3090.195557
	Iteration 7Q: 3 clusters Score -1267861 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1267900.500000 Penalty: 3090.195557
	Iteration 8Q: 3 clusters Score -1267900 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1267938.750000 Penalty: 3090.195557
	Iteration 9Q: 3 clusters Score -1267939 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1267990.875000 Penalty: 3090.195557
	Iteration 10Q: 3 clusters Score -1267991 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1268049.750000 Penalty: 3090.195557
	Iteration 11Q: 3 clusters Score -1268050 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1268128.250000 Penalty: 3090.195557
	Iteration 12Q: 3 clusters Score -1268128 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1268231.250000 Penalty: 3090.195557
	Iteration 13Q: 3 clusters Score -1268231 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1268382.875000 Penalty: 3090.195557
	Iteration 14Q: 3 clusters Score -1268383 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1268589.625000 Penalty: 3090.195557
	Iteration 15Q: 3 clusters Score -1268590 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1268887.875000 Penalty: 3090.195557
	Iteration 16Q: 3 clusters Score -1268888 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1269255.125000 Penalty: 3090.195557
	Iteration 17Q: 3 clusters Score -1269255 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1269681.125000 Penalty: 3090.195557
	Iteration 18Q: 3 clusters Score -1269681 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1270177.875000 Penalty: 3090.195557
	Iteration 19Q: 3 clusters Score -1270178 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1270609.750000 Penalty: 3090.195557
	Iteration 20F: 3 clusters Score -1270610 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1270978.125000 Penalty: 3090.195557
	Iteration 21Q: 3 clusters Score -1270978 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1271269.250000 Penalty: 3090.195557
	Iteration 22Q: 3 clusters Score -1271269 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1271496.625000 Penalty: 3090.195557
	Iteration 23Q: 3 clusters Score -1271497 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1271659.625000 Penalty: 3090.195557
	Iteration 24Q: 3 clusters Score -1271660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1271784.500000 Penalty: 3090.195557
	Iteration 25Q: 3 clusters Score -1271784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1271860.125000 Penalty: 3090.195557
	Iteration 26Q: 3 clusters Score -1271860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1271928.500000 Penalty: 3090.195557
	Iteration 27Q: 3 clusters Score -1271928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1271985.000000 Penalty: 3090.195557
	Iteration 28Q: 3 clusters Score -1271985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1272026.750000 Penalty: 3090.195557
	Iteration 29Q: 3 clusters Score -1272027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1272056.750000 Penalty: 3090.195557
	Iteration 30Q: 3 clusters Score -1272057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1272077.500000 Penalty: 3090.195557
	Iteration 31Q: 3 clusters Score -1272078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1272097.625000 Penalty: 3090.195557
	Iteration 32Q: 3 clusters Score -1272098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1272111.625000 Penalty: 3090.195557
	Iteration 33Q: 3 clusters Score -1272112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1272126.250000 Penalty: 3090.195557
	Iteration 34Q: 3 clusters Score -1272126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1272133.250000 Penalty: 3090.195557
	Iteration 35Q: 3 clusters Score -1272133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1272141.625000 Penalty: 3090.195557
	Iteration 36Q: 3 clusters Score -1272142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1272146.500000 Penalty: 3090.195557
	Iteration 37Q: 3 clusters Score -1272146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1272150.375000 Penalty: 3090.195557
	Iteration 38Q: 3 clusters Score -1272150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1272154.250000 Penalty: 3090.195557
	Iteration 39Q: 3 clusters Score -1272154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1272154.375000 Penalty: 3090.195557
	Iteration 40F: 3 clusters Score -1272154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1272157.750000 Penalty: 3090.195557
	Iteration 41Q: 3 clusters Score -1272158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1272158.250000 Penalty: 3090.195557
	Iteration 42Q: 3 clusters Score -1272158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1272162.750000 Penalty: 3090.195557
	Iteration 43Q: 3 clusters Score -1272163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1272165.250000 Penalty: 3090.195557
	Iteration 44Q: 3 clusters Score -1272165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1272165.250000 Penalty: 3090.195557
	Iteration 45F: 3 clusters Score -1272165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Entering Unmasked Estep 
Score: -424872.562500 Penalty: 1379.228271
	Iteration 0F: 2 clusters Score -424872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -421045.250000 Penalty: 2758.456543
	Iteration 0F: 3 clusters Score -421045.2 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -422153.187500 Penalty: 2758.456543
	Iteration 1F: 3 clusters Score -422153.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -422350.312500 Penalty: 2758.456543
	Iteration 2F: 3 clusters Score -422350.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -422512.156250 Penalty: 2758.456543
	Iteration 3F: 3 clusters Score -422512.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -422658.031250 Penalty: 2758.456543
	Iteration 4Q: 3 clusters Score -422658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -422790.218750 Penalty: 2758.456543
	Iteration 5Q: 3 clusters Score -422790.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -422903.812500 Penalty: 2758.456543
	Iteration 6Q: 3 clusters Score -422903.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -423017.750000 Penalty: 2758.456543
	Iteration 7Q: 3 clusters Score -423017.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -423133.750000 Penalty: 2758.456543
	Iteration 8Q: 3 clusters Score -423133.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -423267.406250 Penalty: 2758.456543
	Iteration 9Q: 3 clusters Score -423267.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -423421.500000 Penalty: 2758.456543
	Iteration 10Q: 3 clusters Score -423421.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -423577.125000 Penalty: 2758.456543
	Iteration 11Q: 3 clusters Score -423577.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -423726.687500 Penalty: 2758.456543
	Iteration 12Q: 3 clusters Score -423726.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -423842.781250 Penalty: 2758.456543
	Iteration 13Q: 3 clusters Score -423842.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -423926.093750 Penalty: 2758.456543
	Iteration 14Q: 3 clusters Score -423926.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -423985.625000 Penalty: 2758.456543
	Iteration 15Q: 3 clusters Score -423985.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -424027.500000 Penalty: 2758.456543
	Iteration 16Q: 3 clusters Score -424027.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -424058.843750 Penalty: 2758.456543
	Iteration 17Q: 3 clusters Score -424058.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -424083.562500 Penalty: 2758.456543
	Iteration 18Q: 3 clusters Score -424083.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -424105.062500 Penalty: 2758.456543
	Iteration 19Q: 3 clusters Score -424105.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -424120.281250 Penalty: 2758.456543
	Iteration 20F: 3 clusters Score -424120.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -424136.687500 Penalty: 2758.456543
	Iteration 21Q: 3 clusters Score -424136.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -424146.031250 Penalty: 2758.456543
	Iteration 22Q: 3 clusters Score -424146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -424155.312500 Penalty: 2758.456543
	Iteration 23Q: 3 clusters Score -424155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -424161.125000 Penalty: 2758.456543
	Iteration 24Q: 3 clusters Score -424161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -424163.750000 Penalty: 2758.456543
	Iteration 25Q: 3 clusters Score -424163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -424168.156250 Penalty: 2758.456543
	Iteration 26Q: 3 clusters Score -424168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -424174.937500 Penalty: 2758.456543
	Iteration 27Q: 3 clusters Score -424174.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -424182.468750 Penalty: 2758.456543
	Iteration 28Q: 3 clusters Score -424182.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -424191.593750 Penalty: 2758.456543
	Iteration 29Q: 3 clusters Score -424191.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -424195.781250 Penalty: 2758.456543
	Iteration 30Q: 3 clusters Score -424195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -424197.500000 Penalty: 2758.456543
	Iteration 31Q: 3 clusters Score -424197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -424199.062500 Penalty: 2758.456543
	Iteration 32Q: 3 clusters Score -424199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -424199.562500 Penalty: 2758.456543
	Iteration 33Q: 3 clusters Score -424199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -424200.562500 Penalty: 2758.456543
	Iteration 34Q: 3 clusters Score -424200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -424204.437500 Penalty: 2758.456543
	Iteration 35Q: 3 clusters Score -424204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -424206.437500 Penalty: 2758.456543
	Iteration 36Q: 3 clusters Score -424206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -424211.125000 Penalty: 2758.456543
	Iteration 37Q: 3 clusters Score -424211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -424210.781250 Penalty: 2758.456543
	Iteration 38Q: 3 clusters Score -424210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -424210.562500 Penalty: 2758.456543
	Iteration 39Q: 3 clusters Score -424210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -424211.625000 Penalty: 2758.456543
	Iteration 40F: 3 clusters Score -424211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -424212.031250 Penalty: 2758.456543
	Iteration 41Q: 3 clusters Score -424212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -424212.031250 Penalty: 2758.456543
	Iteration 42F: 3 clusters Score -424212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (125665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125665 members 
Entering Unmasked Estep 
Score: -11852388.000000 Penalty: 1907.973389
	Iteration 0F: 2 clusters Score -1.185239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -11768258.000000 Penalty: 3815.946777
	Iteration 0F: 3 clusters Score -1.176826e+07 nChanged 60129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -11803468.000000 Penalty: 3815.946777
	Iteration 1F: 3 clusters Score -1.180347e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -11804453.000000 Penalty: 3815.946777
	Iteration 2Q: 3 clusters Score -1.180445e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -11805869.000000 Penalty: 3815.946777
	Iteration 3Q: 3 clusters Score -1.180587e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -11808386.000000 Penalty: 3815.946777
	Iteration 4Q: 3 clusters Score -1.180839e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -11812114.000000 Penalty: 3815.946777
	Iteration 5Q: 3 clusters Score -1.181211e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -11817067.000000 Penalty: 3815.946777
	Iteration 6F: 3 clusters Score -1.181707e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -11823035.000000 Penalty: 3815.946777
	Iteration 7F: 3 clusters Score -1.182304e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -11828438.000000 Penalty: 3815.946777
	Iteration 8F: 3 clusters Score -1.182844e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -11832439.000000 Penalty: 3815.946777
	Iteration 9Q: 3 clusters Score -1.183244e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -11835449.000000 Penalty: 3815.946777
	Iteration 10Q: 3 clusters Score -1.183545e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 101503 members 
Entering Unmasked Estep 
Score: -11837608.000000 Penalty: 3815.946777
	Iteration 11Q: 3 clusters Score -1.183761e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -11839308.000000 Penalty: 3815.946777
	Iteration 12Q: 3 clusters Score -1.183931e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 107388 members 
Entering Unmasked Estep 
Score: -11840864.000000 Penalty: 3815.946777
	Iteration 13Q: 3 clusters Score -1.184086e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 110161 members 
Entering Unmasked Estep 
Score: -11842257.000000 Penalty: 3815.946777
	Iteration 14Q: 3 clusters Score -1.184226e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 112740 members 
Entering Unmasked Estep 
Score: -11843726.000000 Penalty: 3815.946777
	Iteration 15Q: 3 clusters Score -1.184373e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -11845212.000000 Penalty: 3815.946777
	Iteration 16Q: 3 clusters Score -1.184521e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 117224 members 
Entering Unmasked Estep 
Score: -11846434.000000 Penalty: 3815.946777
	Iteration 17Q: 3 clusters Score -1.184643e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 118988 members 
Entering Unmasked Estep 
Score: -11847455.000000 Penalty: 3815.946777
	Iteration 18Q: 3 clusters Score -1.184746e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -11848321.000000 Penalty: 3815.946777
	Iteration 19Q: 3 clusters Score -1.184832e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 121563 members 
Entering Unmasked Estep 
Score: -11848978.000000 Penalty: 3815.946777
	Iteration 20F: 3 clusters Score -1.184898e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 122445 members 
Entering Unmasked Estep 
Score: -11849568.000000 Penalty: 3815.946777
	Iteration 21Q: 3 clusters Score -1.184957e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -11849960.000000 Penalty: 3815.946777
	Iteration 22Q: 3 clusters Score -1.184996e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 123570 members 
Entering Unmasked Estep 
Score: -11850285.000000 Penalty: 3815.946777
	Iteration 23Q: 3 clusters Score -1.185028e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -11850459.000000 Penalty: 3815.946777
	Iteration 24Q: 3 clusters Score -1.185046e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 124074 members 
Entering Unmasked Estep 
Score: -11850565.000000 Penalty: 3815.946777
	Iteration 25Q: 3 clusters Score -1.185056e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 124227 members 
Entering Unmasked Estep 
Score: -11850639.000000 Penalty: 3815.946777
	Iteration 26Q: 3 clusters Score -1.185064e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -11850679.000000 Penalty: 3815.946777
	Iteration 27Q: 3 clusters Score -1.185068e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 124439 members 
Entering Unmasked Estep 
Score: -11850734.000000 Penalty: 3815.946777
	Iteration 28Q: 3 clusters Score -1.185073e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -11850749.000000 Penalty: 3815.946777
	Iteration 29Q: 3 clusters Score -1.185075e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 124564 members 
Entering Unmasked Estep 
Score: -11850785.000000 Penalty: 3815.946777
	Iteration 30Q: 3 clusters Score -1.185078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 124613 members 
Entering Unmasked Estep 
Score: -11850803.000000 Penalty: 3815.946777
	Iteration 31Q: 3 clusters Score -1.18508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 124636 members 
Entering Unmasked Estep 
Score: -11850799.000000 Penalty: 3815.946777
	Iteration 32Q: 3 clusters Score -1.18508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -11850802.000000 Penalty: 3815.946777
	Iteration 33Q: 3 clusters Score -1.18508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -11850809.000000 Penalty: 3815.946777
	Iteration 34Q: 3 clusters Score -1.185081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -11850813.000000 Penalty: 3815.946777
	Iteration 35Q: 3 clusters Score -1.185081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 124694 members 
Entering Unmasked Estep 
Score: -11850821.000000 Penalty: 3815.946777
	Iteration 36Q: 3 clusters Score -1.185082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -11850823.000000 Penalty: 3815.946777
	Iteration 37Q: 3 clusters Score -1.185082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -11850826.000000 Penalty: 3815.946777
	Iteration 38Q: 3 clusters Score -1.185083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -11850825.000000 Penalty: 3815.946777
	Iteration 39Q: 3 clusters Score -1.185082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 124725 members 
Entering Unmasked Estep 
Score: -11850830.000000 Penalty: 3815.946777
	Iteration 40F: 3 clusters Score -1.185083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 124729 members 
Entering Unmasked Estep 
Score: -11850837.000000 Penalty: 3815.946777
	Iteration 41Q: 3 clusters Score -1.185084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 124730 members 
Entering Unmasked Estep 
Score: -11850839.000000 Penalty: 3815.946777
	Iteration 42Q: 3 clusters Score -1.185084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -11850845.000000 Penalty: 3815.946777
	Iteration 43Q: 3 clusters Score -1.185084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 124734 members 
Entering Unmasked Estep 
Score: -11850846.000000 Penalty: 3815.946777
	Iteration 44Q: 3 clusters Score -1.185085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 124735 members 
Entering Unmasked Estep 
Score: -11850845.000000 Penalty: 3815.946777
	Iteration 45Q: 3 clusters Score -1.185084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 124737 members 
Entering Unmasked Estep 
Score: -11850840.000000 Penalty: 3815.946777
	Iteration 46Q: 3 clusters Score -1.185084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 124737 members 
Entering Unmasked Estep 
Score: -11850847.000000 Penalty: 3815.946777
	Iteration 47Q: 3 clusters Score -1.185085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 124745 members 
Entering Unmasked Estep 
Score: -11850839.000000 Penalty: 3815.946777
	Iteration 48Q: 3 clusters Score -1.185084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 124750 members 
Entering Unmasked Estep 
Score: -11850838.000000 Penalty: 3815.946777
	Iteration 49Q: 3 clusters Score -1.185084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 124749 members 
Entering Unmasked Estep 
Score: -11850848.000000 Penalty: 3815.946777
	Iteration 50Q: 3 clusters Score -1.185085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 124752 members 
Entering Unmasked Estep 
Score: -11850843.000000 Penalty: 3815.946777
	Iteration 51Q: 3 clusters Score -1.185084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -11850840.000000 Penalty: 3815.946777
	Iteration 52Q: 3 clusters Score -1.185084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -11850828.000000 Penalty: 3815.946777
	Iteration 53Q: 3 clusters Score -1.185083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 124763 members 
Entering Unmasked Estep 
Score: -11850829.000000 Penalty: 3815.946777
	Iteration 54Q: 3 clusters Score -1.185083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 124763 members 
Entering Unmasked Estep 
Score: -11850836.000000 Penalty: 3815.946777
	Iteration 55Q: 3 clusters Score -1.185084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 124763 members 
Entering Unmasked Estep 
Score: -11850839.000000 Penalty: 3815.946777
	Iteration 56Q: 3 clusters Score -1.185084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 124764 members 
Entering Unmasked Estep 
Score: -11850842.000000 Penalty: 3815.946777
	Iteration 57Q: 3 clusters Score -1.185084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 124764 members 
Entering Unmasked Estep 
Score: -11850842.000000 Penalty: 3815.946777
	Iteration 58F: 3 clusters Score -1.185084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Entering Unmasked Estep 
Score: -561348.750000 Penalty: 1417.366211
	Iteration 0F: 2 clusters Score -561348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -556652.812500 Penalty: 2834.732422
	Iteration 0F: 3 clusters Score -556652.8 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -558014.562500 Penalty: 2834.732422
	Iteration 1F: 3 clusters Score -558014.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -558243.875000 Penalty: 2834.732422
	Iteration 2F: 3 clusters Score -558243.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -558411.000000 Penalty: 2834.732422
	Iteration 3F: 3 clusters Score -558411 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -558546.375000 Penalty: 2834.732422
	Iteration 4Q: 3 clusters Score -558546.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -558664.312500 Penalty: 2834.732422
	Iteration 5Q: 3 clusters Score -558664.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -558773.250000 Penalty: 2834.732422
	Iteration 6Q: 3 clusters Score -558773.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -558884.500000 Penalty: 2834.732422
	Iteration 7Q: 3 clusters Score -558884.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -558991.500000 Penalty: 2834.732422
	Iteration 8Q: 3 clusters Score -558991.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -559104.500000 Penalty: 2834.732422
	Iteration 9Q: 3 clusters Score -559104.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -559213.500000 Penalty: 2834.732422
	Iteration 10Q: 3 clusters Score -559213.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -559328.187500 Penalty: 2834.732422
	Iteration 11Q: 3 clusters Score -559328.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -559431.875000 Penalty: 2834.732422
	Iteration 12Q: 3 clusters Score -559431.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -559515.500000 Penalty: 2834.732422
	Iteration 13Q: 3 clusters Score -559515.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -559569.937500 Penalty: 2834.732422
	Iteration 14Q: 3 clusters Score -559569.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -559612.062500 Penalty: 2834.732422
	Iteration 15Q: 3 clusters Score -559612.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -559646.750000 Penalty: 2834.732422
	Iteration 16Q: 3 clusters Score -559646.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -559669.187500 Penalty: 2834.732422
	Iteration 17Q: 3 clusters Score -559669.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -559688.437500 Penalty: 2834.732422
	Iteration 18Q: 3 clusters Score -559688.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -559702.062500 Penalty: 2834.732422
	Iteration 19Q: 3 clusters Score -559702.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -559713.062500 Penalty: 2834.732422
	Iteration 20F: 3 clusters Score -559713.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -559722.187500 Penalty: 2834.732422
	Iteration 21Q: 3 clusters Score -559722.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -559731.375000 Penalty: 2834.732422
	Iteration 22Q: 3 clusters Score -559731.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -559745.687500 Penalty: 2834.732422
	Iteration 23Q: 3 clusters Score -559745.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -559757.000000 Penalty: 2834.732422
	Iteration 24Q: 3 clusters Score -559757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -559762.000000 Penalty: 2834.732422
	Iteration 25Q: 3 clusters Score -559762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -559766.437500 Penalty: 2834.732422
	Iteration 26Q: 3 clusters Score -559766.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -559767.062500 Penalty: 2834.732422
	Iteration 27Q: 3 clusters Score -559767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -559770.625000 Penalty: 2834.732422
	Iteration 28Q: 3 clusters Score -559770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -559773.625000 Penalty: 2834.732422
	Iteration 29Q: 3 clusters Score -559773.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -559777.000000 Penalty: 2834.732422
	Iteration 30Q: 3 clusters Score -559777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -559780.500000 Penalty: 2834.732422
	Iteration 31Q: 3 clusters Score -559780.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -559784.312500 Penalty: 2834.732422
	Iteration 32Q: 3 clusters Score -559784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -559787.687500 Penalty: 2834.732422
	Iteration 33Q: 3 clusters Score -559787.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -559790.625000 Penalty: 2834.732422
	Iteration 34Q: 3 clusters Score -559790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -559793.500000 Penalty: 2834.732422
	Iteration 35Q: 3 clusters Score -559793.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -559795.187500 Penalty: 2834.732422
	Iteration 36Q: 3 clusters Score -559795.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -559797.625000 Penalty: 2834.732422
	Iteration 37Q: 3 clusters Score -559797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -559798.937500 Penalty: 2834.732422
	Iteration 38Q: 3 clusters Score -559798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -559800.812500 Penalty: 2834.732422
	Iteration 39Q: 3 clusters Score -559800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -559801.187500 Penalty: 2834.732422
	Iteration 40F: 3 clusters Score -559801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -559803.375000 Penalty: 2834.732422
	Iteration 41Q: 3 clusters Score -559803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -559805.000000 Penalty: 2834.732422
	Iteration 42Q: 3 clusters Score -559805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -559808.250000 Penalty: 2834.732422
	Iteration 43Q: 3 clusters Score -559808.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -559810.375000 Penalty: 2834.732422
	Iteration 44Q: 3 clusters Score -559810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -559812.500000 Penalty: 2834.732422
	Iteration 45Q: 3 clusters Score -559812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -559813.812500 Penalty: 2834.732422
	Iteration 46Q: 3 clusters Score -559813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -559813.875000 Penalty: 2834.732422
	Iteration 47Q: 3 clusters Score -559813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -559813.875000 Penalty: 2834.732422
	Iteration 48F: 3 clusters Score -559813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 9538 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41458 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5528 members 
Mstep: Class 13 contains 165549 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71495 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4854 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593096.000000 Penalty: 56047.933594
Iteration 159Q: 27 clusters Score -5.15931e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 2389 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41458 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5525 members 
Mstep: Class 13 contains 165556 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71494 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4863 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593096.000000 Penalty: 56047.933594
Iteration 160F: 27 clusters Score -5.15931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 9506 members 
Mstep: Class 6 contains 17020 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41459 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 165565 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71494 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4874 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593064.000000 Penalty: 56047.933594
Iteration 161Q: 27 clusters Score -5.159306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 9493 members 
Mstep: Class 6 contains 17020 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41459 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 165570 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71494 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4881 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593160.000000 Penalty: 56047.933594
Iteration 162Q: 27 clusters Score -5.159316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 2383 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 9487 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 41458 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5519 members 
Mstep: Class 13 contains 165572 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71494 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4890 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593216.000000 Penalty: 56047.933594
Iteration 163Q: 27 clusters Score -5.159322e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 2383 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 9470 members 
Mstep: Class 6 contains 17020 members 
Mstep: Class 7 contains 22322 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41458 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5517 members 
Mstep: Class 13 contains 165585 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71494 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593160.000000 Penalty: 56047.933594
Iteration 164Q: 27 clusters Score -5.159316e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 47524 members 
Mstep: Class 5 contains 9461 members 
Mstep: Class 6 contains 17020 members 
Mstep: Class 7 contains 22322 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41459 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 165585 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5319 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71494 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593216.000000 Penalty: 56047.933594
Iteration 165Q: 27 clusters Score -5.159322e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 2375 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 17017 members 
Mstep: Class 7 contains 22322 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41461 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5512 members 
Mstep: Class 13 contains 165591 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71495 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4932 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593236.000000 Penalty: 56047.933594
Iteration 166Q: 27 clusters Score -5.159324e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 2375 members 
Mstep: Class 4 contains 47524 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 17012 members 
Mstep: Class 7 contains 22322 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41462 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5508 members 
Mstep: Class 13 contains 165594 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 18 contains 5322 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71494 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4944 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593184.000000 Penalty: 56047.933594
Iteration 167Q: 27 clusters Score -5.159318e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 47526 members 
Mstep: Class 5 contains 9409 members 
Mstep: Class 6 contains 17012 members 
Mstep: Class 7 contains 22322 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41463 members 
Mstep: Class 10 contains 2372 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 165611 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71492 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4964 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593144.000000 Penalty: 56047.933594
Iteration 168Q: 27 clusters Score -5.159314e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 47524 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 17011 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41462 members 
Mstep: Class 10 contains 2371 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 165630 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71493 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 4982 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593120.000000 Penalty: 56047.933594
Iteration 169Q: 27 clusters Score -5.159312e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 47524 members 
Mstep: Class 5 contains 9328 members 
Mstep: Class 6 contains 17009 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41462 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 165648 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 18 contains 5315 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71491 members 
Mstep: Class 22 contains 1739 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593116.000000 Penalty: 56047.933594
Iteration 170Q: 27 clusters Score -5.159312e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6476 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 9279 members 
Mstep: Class 6 contains 17008 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41467 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 165668 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71492 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5027 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593180.000000 Penalty: 56047.933594
Iteration 171Q: 27 clusters Score -5.159318e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 47526 members 
Mstep: Class 5 contains 9243 members 
Mstep: Class 6 contains 17003 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41468 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 165672 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71492 members 
Mstep: Class 22 contains 1742 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5042 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593108.000000 Penalty: 56047.933594
Iteration 172Q: 27 clusters Score -5.159311e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 47525 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 6 contains 17003 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5479 members 
Mstep: Class 13 contains 165703 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71493 members 
Mstep: Class 22 contains 1742 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5049 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593148.000000 Penalty: 56047.933594
Iteration 173Q: 27 clusters Score -5.159315e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 4 contains 47526 members 
Mstep: Class 5 contains 9140 members 
Mstep: Class 6 contains 17001 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 2367 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 165725 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71493 members 
Mstep: Class 22 contains 1742 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5068 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593232.000000 Penalty: 56047.933594
Iteration 174Q: 27 clusters Score -5.159323e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6500 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 47528 members 
Mstep: Class 5 contains 9067 members 
Mstep: Class 6 contains 17000 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2367 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 165756 members 
Mstep: Class 14 contains 2235 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5764 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71494 members 
Mstep: Class 22 contains 1742 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593292.000000 Penalty: 56047.933594
Iteration 175Q: 27 clusters Score -5.159329e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 47532 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 6 contains 16998 members 
Mstep: Class 7 contains 22322 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41486 members 
Mstep: Class 10 contains 2367 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 165789 members 
Mstep: Class 14 contains 2233 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 4588 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71492 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5121 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593248.000000 Penalty: 56047.933594
Iteration 176Q: 27 clusters Score -5.159325e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6512 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 47534 members 
Mstep: Class 5 contains 8962 members 
Mstep: Class 6 contains 16998 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41491 members 
Mstep: Class 10 contains 2367 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 165810 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71489 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5132 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593160.000000 Penalty: 56047.933594
Iteration 177Q: 27 clusters Score -5.159316e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 47540 members 
Mstep: Class 5 contains 8934 members 
Mstep: Class 6 contains 16998 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41494 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 165837 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71483 members 
Mstep: Class 22 contains 1742 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5137 members 
Mstep: Class 26 contains 125666 members 
Mstep: Class 27 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593148.000000 Penalty: 56047.933594
Iteration 178Q: 27 clusters Score -5.159315e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 47544 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 16995 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41495 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5468 members 
Mstep: Class 13 contains 165855 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71483 members 
Mstep: Class 22 contains 1742 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5147 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593188.000000 Penalty: 56047.933594
Iteration 179Q: 27 clusters Score -5.159319e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6504 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 47547 members 
Mstep: Class 5 contains 8887 members 
Mstep: Class 6 contains 16991 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41500 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5467 members 
Mstep: Class 13 contains 165890 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 18 contains 5310 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71483 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5147 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593144.000000 Penalty: 56047.933594
Iteration 180F: 27 clusters Score -5.159314e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6502 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 47549 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 16989 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41502 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 13 contains 165925 members 
Mstep: Class 14 contains 2218 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5305 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71482 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5152 members 
Mstep: Class 26 contains 125665 members 
Mstep: Class 27 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593208.000000 Penalty: 56047.933594
Iteration 181Q: 27 clusters Score -5.159321e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6499 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 8827 members 
Mstep: Class 6 contains 16987 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41503 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5464 members 
Mstep: Class 13 contains 165960 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71482 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5158 members 
Mstep: Class 26 contains 125663 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593284.000000 Penalty: 56047.933594
Iteration 182Q: 27 clusters Score -5.159328e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6499 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47552 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 16985 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41504 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 5464 members 
Mstep: Class 13 contains 165991 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71482 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5176 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593248.000000 Penalty: 56047.933594
Iteration 183Q: 27 clusters Score -5.159325e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6489 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41498 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 2103 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 166036 members 
Mstep: Class 14 contains 2207 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71483 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5197 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593360.000000 Penalty: 56047.933594
Iteration 184Q: 27 clusters Score -5.159336e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47549 members 
Mstep: Class 5 contains 8718 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41502 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 166063 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71483 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5215 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593308.000000 Penalty: 56047.933594
Iteration 185Q: 27 clusters Score -5.159331e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 8679 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41502 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 166098 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71482 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 125663 members 
Mstep: Class 27 contains 6126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593336.000000 Penalty: 56047.933594
Iteration 186Q: 27 clusters Score -5.159334e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 8649 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41499 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 5450 members 
Mstep: Class 13 contains 166131 members 
Mstep: Class 14 contains 2187 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71481 members 
Mstep: Class 22 contains 1750 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 125663 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593420.000000 Penalty: 56047.933594
Iteration 187Q: 27 clusters Score -5.159342e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 47552 members 
Mstep: Class 5 contains 8619 members 
Mstep: Class 6 contains 16978 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41500 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 5448 members 
Mstep: Class 13 contains 166152 members 
Mstep: Class 14 contains 2184 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5719 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71477 members 
Mstep: Class 22 contains 1754 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593456.000000 Penalty: 56047.933594
Iteration 188Q: 27 clusters Score -5.159346e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 8571 members 
Mstep: Class 6 contains 16979 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41501 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 166172 members 
Mstep: Class 14 contains 2183 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71476 members 
Mstep: Class 22 contains 1758 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5271 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593456.000000 Penalty: 56047.933594
Iteration 189Q: 27 clusters Score -5.159346e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47552 members 
Mstep: Class 5 contains 8521 members 
Mstep: Class 6 contains 16979 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41501 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 5442 members 
Mstep: Class 13 contains 166199 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71470 members 
Mstep: Class 22 contains 1764 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5291 members 
Mstep: Class 26 contains 125664 members 
Mstep: Class 27 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593396.000000 Penalty: 56047.933594
Iteration 190Q: 27 clusters Score -5.15934e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6528 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 8480 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41500 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5441 members 
Mstep: Class 13 contains 166221 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5716 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71469 members 
Mstep: Class 22 contains 1769 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5309 members 
Mstep: Class 26 contains 125663 members 
Mstep: Class 27 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593360.000000 Penalty: 56047.933594
Iteration 191Q: 27 clusters Score -5.159336e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 6 contains 16978 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41499 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 166260 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5710 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71468 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593472.000000 Penalty: 56047.933594
Iteration 192Q: 27 clusters Score -5.159347e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6542 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 8383 members 
Mstep: Class 6 contains 16979 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41494 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 166287 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71464 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593492.000000 Penalty: 56047.933594
Iteration 193Q: 27 clusters Score -5.159349e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 47556 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41495 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 166299 members 
Mstep: Class 14 contains 2165 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 18 contains 5285 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71462 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5364 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593516.000000 Penalty: 56047.933594
Iteration 194Q: 27 clusters Score -5.159352e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6534 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41496 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 166330 members 
Mstep: Class 14 contains 2165 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 18 contains 5284 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71465 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5378 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593452.000000 Penalty: 56047.933594
Iteration 195Q: 27 clusters Score -5.159345e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6524 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47555 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41495 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 166371 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 18 contains 5284 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71465 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593400.000000 Penalty: 56047.933594
Iteration 196Q: 27 clusters Score -5.15934e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6512 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47553 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41495 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 166413 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 18 contains 5284 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71460 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5389 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593444.000000 Penalty: 56047.933594
Iteration 197Q: 27 clusters Score -5.159344e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41491 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 166439 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 18 contains 5283 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71457 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5400 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593400.000000 Penalty: 56047.933594
Iteration 198Q: 27 clusters Score -5.15934e+07 nChanged 110
Entering ConstructFrom: 
Score: -51593400.000000 Penalty: 56047.933594
Entering ConstructFrom: 
Trying to split cluster 1 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -419153.062500 Penalty: 1370.388306
	Iteration 0F: 2 clusters Score -419153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -415396.218750 Penalty: 2740.776611
	Iteration 0F: 3 clusters Score -415396.2 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -416431.281250 Penalty: 2740.776611
	Iteration 1F: 3 clusters Score -416431.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -416547.312500 Penalty: 2740.776611
	Iteration 2F: 3 clusters Score -416547.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -416622.250000 Penalty: 2740.776611
	Iteration 3Q: 3 clusters Score -416622.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -416677.437500 Penalty: 2740.776611
	Iteration 4Q: 3 clusters Score -416677.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -416716.531250 Penalty: 2740.776611
	Iteration 5Q: 3 clusters Score -416716.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -416742.656250 Penalty: 2740.776611
	Iteration 6Q: 3 clusters Score -416742.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -416770.656250 Penalty: 2740.776611
	Iteration 7Q: 3 clusters Score -416770.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -416798.343750 Penalty: 2740.776611
	Iteration 8Q: 3 clusters Score -416798.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -416821.781250 Penalty: 2740.776611
	Iteration 9Q: 3 clusters Score -416821.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -416848.406250 Penalty: 2740.776611
	Iteration 10Q: 3 clusters Score -416848.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -416870.750000 Penalty: 2740.776611
	Iteration 11Q: 3 clusters Score -416870.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -416893.781250 Penalty: 2740.776611
	Iteration 12Q: 3 clusters Score -416893.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -416912.906250 Penalty: 2740.776611
	Iteration 13Q: 3 clusters Score -416912.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -416933.531250 Penalty: 2740.776611
	Iteration 14Q: 3 clusters Score -416933.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -416955.250000 Penalty: 2740.776611
	Iteration 15Q: 3 clusters Score -416955.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -416984.875000 Penalty: 2740.776611
	Iteration 16Q: 3 clusters Score -416984.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -417012.781250 Penalty: 2740.776611
	Iteration 17Q: 3 clusters Score -417012.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -417043.218750 Penalty: 2740.776611
	Iteration 18Q: 3 clusters Score -417043.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -417077.187500 Penalty: 2740.776611
	Iteration 19Q: 3 clusters Score -417077.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -417119.843750 Penalty: 2740.776611
	Iteration 20F: 3 clusters Score -417119.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -417167.562500 Penalty: 2740.776611
	Iteration 21Q: 3 clusters Score -417167.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -417218.625000 Penalty: 2740.776611
	Iteration 22Q: 3 clusters Score -417218.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -417263.625000 Penalty: 2740.776611
	Iteration 23Q: 3 clusters Score -417263.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -417315.187500 Penalty: 2740.776611
	Iteration 24Q: 3 clusters Score -417315.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -417366.187500 Penalty: 2740.776611
	Iteration 25Q: 3 clusters Score -417366.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -417424.906250 Penalty: 2740.776611
	Iteration 26Q: 3 clusters Score -417424.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -417491.093750 Penalty: 2740.776611
	Iteration 27Q: 3 clusters Score -417491.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -417562.750000 Penalty: 2740.776611
	Iteration 28Q: 3 clusters Score -417562.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -417637.250000 Penalty: 2740.776611
	Iteration 29Q: 3 clusters Score -417637.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -417698.406250 Penalty: 2740.776611
	Iteration 30Q: 3 clusters Score -417698.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -417743.250000 Penalty: 2740.776611
	Iteration 31Q: 3 clusters Score -417743.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -417783.468750 Penalty: 2740.776611
	Iteration 32Q: 3 clusters Score -417783.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -417824.968750 Penalty: 2740.776611
	Iteration 33Q: 3 clusters Score -417825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -417859.968750 Penalty: 2740.776611
	Iteration 34Q: 3 clusters Score -417860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -417883.937500 Penalty: 2740.776611
	Iteration 35Q: 3 clusters Score -417883.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -417891.125000 Penalty: 2740.776611
	Iteration 36Q: 3 clusters Score -417891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -417893.468750 Penalty: 2740.776611
	Iteration 37Q: 3 clusters Score -417893.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -417897.843750 Penalty: 2740.776611
	Iteration 38Q: 3 clusters Score -417897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -417903.125000 Penalty: 2740.776611
	Iteration 39Q: 3 clusters Score -417903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -417908.468750 Penalty: 2740.776611
	Iteration 40F: 3 clusters Score -417908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -417910.187500 Penalty: 2740.776611
	Iteration 41Q: 3 clusters Score -417910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -417912.312500 Penalty: 2740.776611
	Iteration 42Q: 3 clusters Score -417912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -417917.687500 Penalty: 2740.776611
	Iteration 43Q: 3 clusters Score -417917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -417920.718750 Penalty: 2740.776611
	Iteration 44Q: 3 clusters Score -417920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -417923.468750 Penalty: 2740.776611
	Iteration 45Q: 3 clusters Score -417923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -417924.625000 Penalty: 2740.776611
	Iteration 46Q: 3 clusters Score -417924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -417925.750000 Penalty: 2740.776611
	Iteration 47Q: 3 clusters Score -417925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -417927.125000 Penalty: 2740.776611
	Iteration 48Q: 3 clusters Score -417927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -417927.562500 Penalty: 2740.776611
	Iteration 49Q: 3 clusters Score -417927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -417927.562500 Penalty: 2740.776611
	Iteration 50F: 3 clusters Score -417927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -610705.250000 Penalty: 1426.803101
	Iteration 0F: 2 clusters Score -610705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -605766.625000 Penalty: 2853.606201
	Iteration 0F: 3 clusters Score -605766.6 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -607201.437500 Penalty: 2853.606201
	Iteration 1F: 3 clusters Score -607201.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -607370.375000 Penalty: 2853.606201
	Iteration 2F: 3 clusters Score -607370.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -607499.625000 Penalty: 2853.606201
	Iteration 3F: 3 clusters Score -607499.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -607597.625000 Penalty: 2853.606201
	Iteration 4Q: 3 clusters Score -607597.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -607707.312500 Penalty: 2853.606201
	Iteration 5Q: 3 clusters Score -607707.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -607808.812500 Penalty: 2853.606201
	Iteration 6Q: 3 clusters Score -607808.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -607907.125000 Penalty: 2853.606201
	Iteration 7Q: 3 clusters Score -607907.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -608030.312500 Penalty: 2853.606201
	Iteration 8Q: 3 clusters Score -608030.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -608180.187500 Penalty: 2853.606201
	Iteration 9Q: 3 clusters Score -608180.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -608323.250000 Penalty: 2853.606201
	Iteration 10Q: 3 clusters Score -608323.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -608479.375000 Penalty: 2853.606201
	Iteration 11Q: 3 clusters Score -608479.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -608660.187500 Penalty: 2853.606201
	Iteration 12Q: 3 clusters Score -608660.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -608798.187500 Penalty: 2853.606201
	Iteration 13Q: 3 clusters Score -608798.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -608912.937500 Penalty: 2853.606201
	Iteration 14Q: 3 clusters Score -608912.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -609017.562500 Penalty: 2853.606201
	Iteration 15Q: 3 clusters Score -609017.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -609093.312500 Penalty: 2853.606201
	Iteration 16Q: 3 clusters Score -609093.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -609139.812500 Penalty: 2853.606201
	Iteration 17Q: 3 clusters Score -609139.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -609175.562500 Penalty: 2853.606201
	Iteration 18Q: 3 clusters Score -609175.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -609208.062500 Penalty: 2853.606201
	Iteration 19Q: 3 clusters Score -609208.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -609233.562500 Penalty: 2853.606201
	Iteration 20F: 3 clusters Score -609233.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -609248.250000 Penalty: 2853.606201
	Iteration 21Q: 3 clusters Score -609248.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -609264.125000 Penalty: 2853.606201
	Iteration 22Q: 3 clusters Score -609264.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -609278.062500 Penalty: 2853.606201
	Iteration 23Q: 3 clusters Score -609278.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -609287.437500 Penalty: 2853.606201
	Iteration 24Q: 3 clusters Score -609287.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -609294.937500 Penalty: 2853.606201
	Iteration 25Q: 3 clusters Score -609294.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -609305.750000 Penalty: 2853.606201
	Iteration 26Q: 3 clusters Score -609305.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -609314.625000 Penalty: 2853.606201
	Iteration 27Q: 3 clusters Score -609314.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -609320.562500 Penalty: 2853.606201
	Iteration 28Q: 3 clusters Score -609320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -609324.812500 Penalty: 2853.606201
	Iteration 29Q: 3 clusters Score -609324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -609329.625000 Penalty: 2853.606201
	Iteration 30Q: 3 clusters Score -609329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -609333.687500 Penalty: 2853.606201
	Iteration 31Q: 3 clusters Score -609333.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -609342.187500 Penalty: 2853.606201
	Iteration 32Q: 3 clusters Score -609342.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -609350.187500 Penalty: 2853.606201
	Iteration 33Q: 3 clusters Score -609350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -609357.500000 Penalty: 2853.606201
	Iteration 34Q: 3 clusters Score -609357.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -609362.312500 Penalty: 2853.606201
	Iteration 35Q: 3 clusters Score -609362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -609366.187500 Penalty: 2853.606201
	Iteration 36Q: 3 clusters Score -609366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -609370.687500 Penalty: 2853.606201
	Iteration 37Q: 3 clusters Score -609370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -609372.437500 Penalty: 2853.606201
	Iteration 38Q: 3 clusters Score -609372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -609377.625000 Penalty: 2853.606201
	Iteration 39Q: 3 clusters Score -609377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -609384.750000 Penalty: 2853.606201
	Iteration 40F: 3 clusters Score -609384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -609390.750000 Penalty: 2853.606201
	Iteration 41Q: 3 clusters Score -609390.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -609398.125000 Penalty: 2853.606201
	Iteration 42Q: 3 clusters Score -609398.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -609406.062500 Penalty: 2853.606201
	Iteration 43Q: 3 clusters Score -609406.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -609412.437500 Penalty: 2853.606201
	Iteration 44Q: 3 clusters Score -609412.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -609417.625000 Penalty: 2853.606201
	Iteration 45Q: 3 clusters Score -609417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -609421.625000 Penalty: 2853.606201
	Iteration 46Q: 3 clusters Score -609421.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -609425.937500 Penalty: 2853.606201
	Iteration 47Q: 3 clusters Score -609425.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -609426.562500 Penalty: 2853.606201
	Iteration 48Q: 3 clusters Score -609426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -609429.187500 Penalty: 2853.606201
	Iteration 49Q: 3 clusters Score -609429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -609430.937500 Penalty: 2853.606201
	Iteration 50Q: 3 clusters Score -609430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -609435.437500 Penalty: 2853.606201
	Iteration 51Q: 3 clusters Score -609435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -609438.375000 Penalty: 2853.606201
	Iteration 52Q: 3 clusters Score -609438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -609438.062500 Penalty: 2853.606201
	Iteration 53Q: 3 clusters Score -609438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -609438.687500 Penalty: 2853.606201
	Iteration 54Q: 3 clusters Score -609438.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -609438.625000 Penalty: 2853.606201
	Iteration 55Q: 3 clusters Score -609438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -609439.062500 Penalty: 2853.606201
	Iteration 56Q: 3 clusters Score -609439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -609440.187500 Penalty: 2853.606201
	Iteration 57Q: 3 clusters Score -609440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -609441.000000 Penalty: 2853.606201
	Iteration 58Q: 3 clusters Score -609441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -609443.000000 Penalty: 2853.606201
	Iteration 59Q: 3 clusters Score -609443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -609444.687500 Penalty: 2853.606201
	Iteration 60F: 3 clusters Score -609444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -609444.437500 Penalty: 2853.606201
	Iteration 61Q: 3 clusters Score -609444.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -609444.437500 Penalty: 2853.606201
	Iteration 62F: 3 clusters Score -609444.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -200453.453125 Penalty: 1268.720337
	Iteration 0F: 2 clusters Score -200453.5 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 1204 members 
Entering Unmasked Estep 
Score: -198085.953125 Penalty: 2537.440674
	Iteration 0F: 3 clusters Score -198086 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -198656.875000 Penalty: 2537.440674
	Iteration 1F: 3 clusters Score -198656.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -198791.968750 Penalty: 2537.440674
	Iteration 2F: 3 clusters Score -198792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -198867.031250 Penalty: 2537.440674
	Iteration 3F: 3 clusters Score -198867 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -198930.312500 Penalty: 2537.440674
	Iteration 4Q: 3 clusters Score -198930.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -198987.687500 Penalty: 2537.440674
	Iteration 5Q: 3 clusters Score -198987.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -199031.078125 Penalty: 2537.440674
	Iteration 6Q: 3 clusters Score -199031.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -199071.562500 Penalty: 2537.440674
	Iteration 7Q: 3 clusters Score -199071.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -199102.062500 Penalty: 2537.440674
	Iteration 8Q: 3 clusters Score -199102.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -199133.937500 Penalty: 2537.440674
	Iteration 9Q: 3 clusters Score -199133.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -199174.078125 Penalty: 2537.440674
	Iteration 10Q: 3 clusters Score -199174.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -199210.140625 Penalty: 2537.440674
	Iteration 11Q: 3 clusters Score -199210.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -199242.828125 Penalty: 2537.440674
	Iteration 12Q: 3 clusters Score -199242.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -199292.921875 Penalty: 2537.440674
	Iteration 13Q: 3 clusters Score -199292.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -199334.328125 Penalty: 2537.440674
	Iteration 14Q: 3 clusters Score -199334.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -199386.500000 Penalty: 2537.440674
	Iteration 15Q: 3 clusters Score -199386.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -199450.296875 Penalty: 2537.440674
	Iteration 16Q: 3 clusters Score -199450.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -199526.828125 Penalty: 2537.440674
	Iteration 17Q: 3 clusters Score -199526.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -199608.171875 Penalty: 2537.440674
	Iteration 18Q: 3 clusters Score -199608.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -199675.218750 Penalty: 2537.440674
	Iteration 19Q: 3 clusters Score -199675.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -199733.359375 Penalty: 2537.440674
	Iteration 20F: 3 clusters Score -199733.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -199790.640625 Penalty: 2537.440674
	Iteration 21Q: 3 clusters Score -199790.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -199860.453125 Penalty: 2537.440674
	Iteration 22Q: 3 clusters Score -199860.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -199937.171875 Penalty: 2537.440674
	Iteration 23Q: 3 clusters Score -199937.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -199988.765625 Penalty: 2537.440674
	Iteration 24Q: 3 clusters Score -199988.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -200028.234375 Penalty: 2537.440674
	Iteration 25Q: 3 clusters Score -200028.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -200052.109375 Penalty: 2537.440674
	Iteration 26Q: 3 clusters Score -200052.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -200062.296875 Penalty: 2537.440674
	Iteration 27Q: 3 clusters Score -200062.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -200068.375000 Penalty: 2537.440674
	Iteration 28Q: 3 clusters Score -200068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -200070.906250 Penalty: 2537.440674
	Iteration 29Q: 3 clusters Score -200070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -200071.328125 Penalty: 2537.440674
	Iteration 30Q: 3 clusters Score -200071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -200071.328125 Penalty: 2537.440674
	Iteration 31F: 3 clusters Score -200071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Entering Unmasked Estep 
Score: -4424006.500000 Penalty: 1750.073608
	Iteration 0F: 2 clusters Score -4424006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4391987.500000 Penalty: 3500.147217
	Iteration 0F: 3 clusters Score -4391988 nChanged 22301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4404563.000000 Penalty: 3500.147217
	Iteration 1F: 3 clusters Score -4404563 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4404941.500000 Penalty: 3500.147217
	Iteration 2Q: 3 clusters Score -4404942 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4405311.500000 Penalty: 3500.147217
	Iteration 3Q: 3 clusters Score -4405312 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4405819.500000 Penalty: 3500.147217
	Iteration 4Q: 3 clusters Score -4405820 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4406515.000000 Penalty: 3500.147217
	Iteration 5Q: 3 clusters Score -4406515 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4407548.500000 Penalty: 3500.147217
	Iteration 6Q: 3 clusters Score -4407548 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4409230.000000 Penalty: 3500.147217
	Iteration 7F: 3 clusters Score -4409230 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4411917.500000 Penalty: 3500.147217
	Iteration 8F: 3 clusters Score -4411918 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4415266.000000 Penalty: 3500.147217
	Iteration 9F: 3 clusters Score -4415266 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4418503.000000 Penalty: 3500.147217
	Iteration 10F: 3 clusters Score -4418503 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4420630.000000 Penalty: 3500.147217
	Iteration 11Q: 3 clusters Score -4420630 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4421739.500000 Penalty: 3500.147217
	Iteration 12Q: 3 clusters Score -4421740 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4422227.000000 Penalty: 3500.147217
	Iteration 13Q: 3 clusters Score -4422227 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4422406.500000 Penalty: 3500.147217
	Iteration 14Q: 3 clusters Score -4422406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4422491.500000 Penalty: 3500.147217
	Iteration 15Q: 3 clusters Score -4422492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4422535.000000 Penalty: 3500.147217
	Iteration 16Q: 3 clusters Score -4422535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4422566.000000 Penalty: 3500.147217
	Iteration 17Q: 3 clusters Score -4422566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4422584.500000 Penalty: 3500.147217
	Iteration 18Q: 3 clusters Score -4422584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4422595.500000 Penalty: 3500.147217
	Iteration 19Q: 3 clusters Score -4422596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4422604.000000 Penalty: 3500.147217
	Iteration 20F: 3 clusters Score -4422604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4422604.500000 Penalty: 3500.147217
	Iteration 21Q: 3 clusters Score -4422604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4422611.500000 Penalty: 3500.147217
	Iteration 22Q: 3 clusters Score -4422612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4422613.000000 Penalty: 3500.147217
	Iteration 23Q: 3 clusters Score -4422613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4422614.000000 Penalty: 3500.147217
	Iteration 24Q: 3 clusters Score -4422614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4422616.500000 Penalty: 3500.147217
	Iteration 25Q: 3 clusters Score -4422616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4422621.000000 Penalty: 3500.147217
	Iteration 26Q: 3 clusters Score -4422621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4422625.500000 Penalty: 3500.147217
	Iteration 27Q: 3 clusters Score -4422626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4422626.500000 Penalty: 3500.147217
	Iteration 28Q: 3 clusters Score -4422626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4422626.500000 Penalty: 3500.147217
	Iteration 29F: 3 clusters Score -4422626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Entering Unmasked Estep 
Score: -717089.187500 Penalty: 1464.193970
	Iteration 0F: 2 clusters Score -717089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -711122.875000 Penalty: 2928.387939
	Iteration 0F: 3 clusters Score -711122.9 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -713063.375000 Penalty: 2928.387939
	Iteration 1F: 3 clusters Score -713063.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -713345.062500 Penalty: 2928.387939
	Iteration 2F: 3 clusters Score -713345.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -713535.437500 Penalty: 2928.387939
	Iteration 3Q: 3 clusters Score -713535.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -713697.312500 Penalty: 2928.387939
	Iteration 4Q: 3 clusters Score -713697.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -713811.562500 Penalty: 2928.387939
	Iteration 5Q: 3 clusters Score -713811.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -713898.875000 Penalty: 2928.387939
	Iteration 6Q: 3 clusters Score -713898.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -713991.437500 Penalty: 2928.387939
	Iteration 7Q: 3 clusters Score -713991.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -714094.875000 Penalty: 2928.387939
	Iteration 8Q: 3 clusters Score -714094.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -714221.437500 Penalty: 2928.387939
	Iteration 9Q: 3 clusters Score -714221.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -714342.500000 Penalty: 2928.387939
	Iteration 10Q: 3 clusters Score -714342.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -714484.125000 Penalty: 2928.387939
	Iteration 11Q: 3 clusters Score -714484.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -714621.062500 Penalty: 2928.387939
	Iteration 12Q: 3 clusters Score -714621.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -714731.437500 Penalty: 2928.387939
	Iteration 13Q: 3 clusters Score -714731.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -714826.125000 Penalty: 2928.387939
	Iteration 14Q: 3 clusters Score -714826.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -714902.812500 Penalty: 2928.387939
	Iteration 15Q: 3 clusters Score -714902.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -714954.500000 Penalty: 2928.387939
	Iteration 16Q: 3 clusters Score -714954.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -714991.625000 Penalty: 2928.387939
	Iteration 17Q: 3 clusters Score -714991.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -715023.875000 Penalty: 2928.387939
	Iteration 18Q: 3 clusters Score -715023.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -715042.562500 Penalty: 2928.387939
	Iteration 19Q: 3 clusters Score -715042.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -715063.250000 Penalty: 2928.387939
	Iteration 20F: 3 clusters Score -715063.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -715075.375000 Penalty: 2928.387939
	Iteration 21Q: 3 clusters Score -715075.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -715089.937500 Penalty: 2928.387939
	Iteration 22Q: 3 clusters Score -715089.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -715105.250000 Penalty: 2928.387939
	Iteration 23Q: 3 clusters Score -715105.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -715119.562500 Penalty: 2928.387939
	Iteration 24Q: 3 clusters Score -715119.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -715128.000000 Penalty: 2928.387939
	Iteration 25Q: 3 clusters Score -715128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -715132.812500 Penalty: 2928.387939
	Iteration 26Q: 3 clusters Score -715132.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -715137.125000 Penalty: 2928.387939
	Iteration 27Q: 3 clusters Score -715137.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -715138.250000 Penalty: 2928.387939
	Iteration 28Q: 3 clusters Score -715138.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -715141.000000 Penalty: 2928.387939
	Iteration 29Q: 3 clusters Score -715141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -715142.625000 Penalty: 2928.387939
	Iteration 30Q: 3 clusters Score -715142.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -715141.812500 Penalty: 2928.387939
	Iteration 31Q: 3 clusters Score -715141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -715144.250000 Penalty: 2928.387939
	Iteration 32Q: 3 clusters Score -715144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -715144.375000 Penalty: 2928.387939
	Iteration 33Q: 3 clusters Score -715144.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -715146.437500 Penalty: 2928.387939
	Iteration 34Q: 3 clusters Score -715146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -715147.812500 Penalty: 2928.387939
	Iteration 35Q: 3 clusters Score -715147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -715147.437500 Penalty: 2928.387939
	Iteration 36Q: 3 clusters Score -715147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -715148.250000 Penalty: 2928.387939
	Iteration 37Q: 3 clusters Score -715148.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -715151.187500 Penalty: 2928.387939
	Iteration 38Q: 3 clusters Score -715151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -715154.125000 Penalty: 2928.387939
	Iteration 39Q: 3 clusters Score -715154.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -715159.250000 Penalty: 2928.387939
	Iteration 40F: 3 clusters Score -715159.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -715163.312500 Penalty: 2928.387939
	Iteration 41Q: 3 clusters Score -715163.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -715166.187500 Penalty: 2928.387939
	Iteration 42Q: 3 clusters Score -715166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -715168.375000 Penalty: 2928.387939
	Iteration 43Q: 3 clusters Score -715168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -715171.437500 Penalty: 2928.387939
	Iteration 44Q: 3 clusters Score -715171.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -715171.312500 Penalty: 2928.387939
	Iteration 45Q: 3 clusters Score -715171.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -715172.937500 Penalty: 2928.387939
	Iteration 46Q: 3 clusters Score -715172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -715172.562500 Penalty: 2928.387939
	Iteration 47Q: 3 clusters Score -715172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -715173.375000 Penalty: 2928.387939
	Iteration 48Q: 3 clusters Score -715173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -715174.750000 Penalty: 2928.387939
	Iteration 49Q: 3 clusters Score -715174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -715175.187500 Penalty: 2928.387939
	Iteration 50Q: 3 clusters Score -715175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -715175.875000 Penalty: 2928.387939
	Iteration 51Q: 3 clusters Score -715175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -715174.812500 Penalty: 2928.387939
	Iteration 52Q: 3 clusters Score -715174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -715174.062500 Penalty: 2928.387939
	Iteration 53Q: 3 clusters Score -715174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -715174.000000 Penalty: 2928.387939
	Iteration 54Q: 3 clusters Score -715174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -715175.375000 Penalty: 2928.387939
	Iteration 55Q: 3 clusters Score -715175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -715176.500000 Penalty: 2928.387939
	Iteration 56Q: 3 clusters Score -715176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -715176.375000 Penalty: 2928.387939
	Iteration 57Q: 3 clusters Score -715176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -715176.687500 Penalty: 2928.387939
	Iteration 58Q: 3 clusters Score -715176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -715176.687500 Penalty: 2928.387939
	Iteration 59F: 3 clusters Score -715176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Entering Unmasked Estep 
Score: -1523964.750000 Penalty: 1582.725586
	Iteration 0F: 2 clusters Score -1523965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1512249.750000 Penalty: 3165.451172
	Iteration 0F: 3 clusters Score -1512250 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1516342.750000 Penalty: 3165.451172
	Iteration 1F: 3 clusters Score -1516343 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1516662.000000 Penalty: 3165.451172
	Iteration 2F: 3 clusters Score -1516662 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1516991.000000 Penalty: 3165.451172
	Iteration 3Q: 3 clusters Score -1516991 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1517330.500000 Penalty: 3165.451172
	Iteration 4Q: 3 clusters Score -1517330 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1517743.250000 Penalty: 3165.451172
	Iteration 5Q: 3 clusters Score -1517743 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1518281.625000 Penalty: 3165.451172
	Iteration 6F: 3 clusters Score -1518282 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1518908.875000 Penalty: 3165.451172
	Iteration 7F: 3 clusters Score -1518909 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1519536.750000 Penalty: 3165.451172
	Iteration 8F: 3 clusters Score -1519537 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1520083.750000 Penalty: 3165.451172
	Iteration 9F: 3 clusters Score -1520084 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1520543.750000 Penalty: 3165.451172
	Iteration 10Q: 3 clusters Score -1520544 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1521007.625000 Penalty: 3165.451172
	Iteration 11Q: 3 clusters Score -1521008 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1521432.750000 Penalty: 3165.451172
	Iteration 12Q: 3 clusters Score -1521433 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1521850.750000 Penalty: 3165.451172
	Iteration 13Q: 3 clusters Score -1521851 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1522184.875000 Penalty: 3165.451172
	Iteration 14Q: 3 clusters Score -1522185 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1522439.875000 Penalty: 3165.451172
	Iteration 15Q: 3 clusters Score -1522440 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1522610.750000 Penalty: 3165.451172
	Iteration 16Q: 3 clusters Score -1522611 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1522743.750000 Penalty: 3165.451172
	Iteration 17Q: 3 clusters Score -1522744 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1522840.125000 Penalty: 3165.451172
	Iteration 18Q: 3 clusters Score -1522840 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1522931.125000 Penalty: 3165.451172
	Iteration 19Q: 3 clusters Score -1522931 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1523019.000000 Penalty: 3165.451172
	Iteration 20F: 3 clusters Score -1523019 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1523083.750000 Penalty: 3165.451172
	Iteration 21Q: 3 clusters Score -1523084 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1523139.250000 Penalty: 3165.451172
	Iteration 22Q: 3 clusters Score -1523139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1523178.500000 Penalty: 3165.451172
	Iteration 23Q: 3 clusters Score -1523178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1523206.250000 Penalty: 3165.451172
	Iteration 24Q: 3 clusters Score -1523206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1523233.000000 Penalty: 3165.451172
	Iteration 25Q: 3 clusters Score -1523233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1523252.625000 Penalty: 3165.451172
	Iteration 26Q: 3 clusters Score -1523253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1523277.125000 Penalty: 3165.451172
	Iteration 27Q: 3 clusters Score -1523277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1523293.875000 Penalty: 3165.451172
	Iteration 28Q: 3 clusters Score -1523294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1523308.125000 Penalty: 3165.451172
	Iteration 29Q: 3 clusters Score -1523308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1523324.250000 Penalty: 3165.451172
	Iteration 30Q: 3 clusters Score -1523324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1523339.625000 Penalty: 3165.451172
	Iteration 31Q: 3 clusters Score -1523340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1523351.875000 Penalty: 3165.451172
	Iteration 32Q: 3 clusters Score -1523352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1523363.000000 Penalty: 3165.451172
	Iteration 33Q: 3 clusters Score -1523363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1523380.625000 Penalty: 3165.451172
	Iteration 34Q: 3 clusters Score -1523381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1523394.000000 Penalty: 3165.451172
	Iteration 35Q: 3 clusters Score -1523394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1523400.250000 Penalty: 3165.451172
	Iteration 36Q: 3 clusters Score -1523400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1523408.500000 Penalty: 3165.451172
	Iteration 37Q: 3 clusters Score -1523408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1523412.000000 Penalty: 3165.451172
	Iteration 38Q: 3 clusters Score -1523412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1523420.250000 Penalty: 3165.451172
	Iteration 39Q: 3 clusters Score -1523420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1523424.375000 Penalty: 3165.451172
	Iteration 40F: 3 clusters Score -1523424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1523428.625000 Penalty: 3165.451172
	Iteration 41Q: 3 clusters Score -1523429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1523432.875000 Penalty: 3165.451172
	Iteration 42Q: 3 clusters Score -1523433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1523436.875000 Penalty: 3165.451172
	Iteration 43Q: 3 clusters Score -1523437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1523443.750000 Penalty: 3165.451172
	Iteration 44Q: 3 clusters Score -1523444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1523448.375000 Penalty: 3165.451172
	Iteration 45Q: 3 clusters Score -1523448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1523455.125000 Penalty: 3165.451172
	Iteration 46Q: 3 clusters Score -1523455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1523453.875000 Penalty: 3165.451172
	Iteration 47Q: 3 clusters Score -1523454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1523458.250000 Penalty: 3165.451172
	Iteration 48Q: 3 clusters Score -1523458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1523462.000000 Penalty: 3165.451172
	Iteration 49Q: 3 clusters Score -1523462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1523465.625000 Penalty: 3165.451172
	Iteration 50Q: 3 clusters Score -1523466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1523465.750000 Penalty: 3165.451172
	Iteration 51Q: 3 clusters Score -1523466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1523467.750000 Penalty: 3165.451172
	Iteration 52Q: 3 clusters Score -1523468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1523471.125000 Penalty: 3165.451172
	Iteration 53Q: 3 clusters Score -1523471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1523469.500000 Penalty: 3165.451172
	Iteration 54Q: 3 clusters Score -1523470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1523473.750000 Penalty: 3165.451172
	Iteration 55Q: 3 clusters Score -1523474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1523476.375000 Penalty: 3165.451172
	Iteration 56Q: 3 clusters Score -1523476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1523477.500000 Penalty: 3165.451172
	Iteration 57Q: 3 clusters Score -1523478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1523474.000000 Penalty: 3165.451172
	Iteration 58Q: 3 clusters Score -1523474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1523477.875000 Penalty: 3165.451172
	Iteration 59Q: 3 clusters Score -1523478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1523477.875000 Penalty: 3165.451172
	Iteration 60F: 3 clusters Score -1523478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Entering Unmasked Estep 
Score: -2126545.000000 Penalty: 1627.187622
	Iteration 0F: 2 clusters Score -2126545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2111448.750000 Penalty: 3254.375244
	Iteration 0F: 3 clusters Score -2111449 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2116984.750000 Penalty: 3254.375244
	Iteration 1F: 3 clusters Score -2116985 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2117333.750000 Penalty: 3254.375244
	Iteration 2Q: 3 clusters Score -2117334 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2117620.000000 Penalty: 3254.375244
	Iteration 3Q: 3 clusters Score -2117620 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2117871.000000 Penalty: 3254.375244
	Iteration 4Q: 3 clusters Score -2117871 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2118120.000000 Penalty: 3254.375244
	Iteration 5Q: 3 clusters Score -2118120 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2118354.750000 Penalty: 3254.375244
	Iteration 6Q: 3 clusters Score -2118355 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2118594.250000 Penalty: 3254.375244
	Iteration 7Q: 3 clusters Score -2118594 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2118836.000000 Penalty: 3254.375244
	Iteration 8Q: 3 clusters Score -2118836 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2119067.750000 Penalty: 3254.375244
	Iteration 9Q: 3 clusters Score -2119068 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2119275.500000 Penalty: 3254.375244
	Iteration 10Q: 3 clusters Score -2119276 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2119519.500000 Penalty: 3254.375244
	Iteration 11Q: 3 clusters Score -2119520 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2119737.000000 Penalty: 3254.375244
	Iteration 12Q: 3 clusters Score -2119737 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2119971.500000 Penalty: 3254.375244
	Iteration 13Q: 3 clusters Score -2119972 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2120209.250000 Penalty: 3254.375244
	Iteration 14Q: 3 clusters Score -2120209 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2120489.000000 Penalty: 3254.375244
	Iteration 15Q: 3 clusters Score -2120489 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2120832.500000 Penalty: 3254.375244
	Iteration 16Q: 3 clusters Score -2120832 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2121246.250000 Penalty: 3254.375244
	Iteration 17Q: 3 clusters Score -2121246 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2121737.500000 Penalty: 3254.375244
	Iteration 18Q: 3 clusters Score -2121738 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2122322.000000 Penalty: 3254.375244
	Iteration 19Q: 3 clusters Score -2122322 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2122925.750000 Penalty: 3254.375244
	Iteration 20F: 3 clusters Score -2122926 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2123481.250000 Penalty: 3254.375244
	Iteration 21Q: 3 clusters Score -2123481 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2124023.750000 Penalty: 3254.375244
	Iteration 22Q: 3 clusters Score -2124024 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2124470.250000 Penalty: 3254.375244
	Iteration 23Q: 3 clusters Score -2124470 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2124800.500000 Penalty: 3254.375244
	Iteration 24Q: 3 clusters Score -2124800 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2125056.000000 Penalty: 3254.375244
	Iteration 25Q: 3 clusters Score -2125056 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2125171.250000 Penalty: 3254.375244
	Iteration 26Q: 3 clusters Score -2125171 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2125215.500000 Penalty: 3254.375244
	Iteration 27Q: 3 clusters Score -2125216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2125241.500000 Penalty: 3254.375244
	Iteration 28Q: 3 clusters Score -2125242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2125266.250000 Penalty: 3254.375244
	Iteration 29Q: 3 clusters Score -2125266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2125281.750000 Penalty: 3254.375244
	Iteration 30Q: 3 clusters Score -2125282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2125297.750000 Penalty: 3254.375244
	Iteration 31Q: 3 clusters Score -2125298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2125306.250000 Penalty: 3254.375244
	Iteration 32Q: 3 clusters Score -2125306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2125312.500000 Penalty: 3254.375244
	Iteration 33Q: 3 clusters Score -2125312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2125316.000000 Penalty: 3254.375244
	Iteration 34Q: 3 clusters Score -2125316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2125320.500000 Penalty: 3254.375244
	Iteration 35Q: 3 clusters Score -2125320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2125322.000000 Penalty: 3254.375244
	Iteration 36Q: 3 clusters Score -2125322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2125328.250000 Penalty: 3254.375244
	Iteration 37Q: 3 clusters Score -2125328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2125326.750000 Penalty: 3254.375244
	Iteration 38Q: 3 clusters Score -2125327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2125326.750000 Penalty: 3254.375244
	Iteration 39F: 3 clusters Score -2125327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -131097.203125 Penalty: 1211.955200
	Iteration 0F: 2 clusters Score -131097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -129328.312500 Penalty: 2423.910400
	Iteration 0F: 3 clusters Score -129328.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -129990.664062 Penalty: 2423.910400
	Iteration 1F: 3 clusters Score -129990.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -130344.617188 Penalty: 2423.910400
	Iteration 2F: 3 clusters Score -130344.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -130710.625000 Penalty: 2423.910400
	Iteration 3F: 3 clusters Score -130710.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130951.640625 Penalty: 2423.910400
	Iteration 4F: 3 clusters Score -130951.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -131117.750000 Penalty: 2423.910400
	Iteration 5Q: 3 clusters Score -131117.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -131232.750000 Penalty: 2423.910400
	Iteration 6Q: 3 clusters Score -131232.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -131298.000000 Penalty: 2423.910400
	Iteration 7Q: 3 clusters Score -131298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -131319.671875 Penalty: 2423.910400
	Iteration 8Q: 3 clusters Score -131319.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -131323.828125 Penalty: 2423.910400
	Iteration 9Q: 3 clusters Score -131323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -131326.406250 Penalty: 2423.910400
	Iteration 10Q: 3 clusters Score -131326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -131326.406250 Penalty: 2423.910400
	Iteration 11F: 3 clusters Score -131326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 47557 members 
Mstep: Class 5 contains 8188 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 41490 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 166456 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 17 contains 832 members 
Mstep: Class 18 contains 5283 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71455 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5413 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
Score: -51592740.000000 Penalty: 58203.625000
Splitting cluster 8 changes total score from -51593400.000000 to -51592740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Entering Unmasked Estep 
Score: -3761825.000000 Penalty: 1727.896240
	Iteration 0F: 2 clusters Score -3761825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3734165.000000 Penalty: 3455.792480
	Iteration 0F: 3 clusters Score -3734165 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3744694.500000 Penalty: 3455.792480
	Iteration 1F: 3 clusters Score -3744694 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3744946.250000 Penalty: 3455.792480
	Iteration 2Q: 3 clusters Score -3744946 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3745261.250000 Penalty: 3455.792480
	Iteration 3Q: 3 clusters Score -3745261 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3745565.750000 Penalty: 3455.792480
	Iteration 4Q: 3 clusters Score -3745566 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3745861.750000 Penalty: 3455.792480
	Iteration 5Q: 3 clusters Score -3745862 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3746338.000000 Penalty: 3455.792480
	Iteration 6Q: 3 clusters Score -3746338 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3747059.500000 Penalty: 3455.792480
	Iteration 7Q: 3 clusters Score -3747060 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3748370.750000 Penalty: 3455.792480
	Iteration 8F: 3 clusters Score -3748371 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3750545.500000 Penalty: 3455.792480
	Iteration 9F: 3 clusters Score -3750546 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3753395.750000 Penalty: 3455.792480
	Iteration 10F: 3 clusters Score -3753396 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3756204.750000 Penalty: 3455.792480
	Iteration 11F: 3 clusters Score -3756205 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3758252.250000 Penalty: 3455.792480
	Iteration 12F: 3 clusters Score -3758252 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3759347.000000 Penalty: 3455.792480
	Iteration 13Q: 3 clusters Score -3759347 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3759792.250000 Penalty: 3455.792480
	Iteration 14Q: 3 clusters Score -3759792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3760014.750000 Penalty: 3455.792480
	Iteration 15Q: 3 clusters Score -3760015 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3760126.000000 Penalty: 3455.792480
	Iteration 16Q: 3 clusters Score -3760126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3760177.500000 Penalty: 3455.792480
	Iteration 17Q: 3 clusters Score -3760178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3760214.500000 Penalty: 3455.792480
	Iteration 18Q: 3 clusters Score -3760214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3760238.250000 Penalty: 3455.792480
	Iteration 19Q: 3 clusters Score -3760238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3760268.500000 Penalty: 3455.792480
	Iteration 20F: 3 clusters Score -3760268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3760282.750000 Penalty: 3455.792480
	Iteration 21Q: 3 clusters Score -3760283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3760294.750000 Penalty: 3455.792480
	Iteration 22Q: 3 clusters Score -3760295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3760302.750000 Penalty: 3455.792480
	Iteration 23Q: 3 clusters Score -3760303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3760309.500000 Penalty: 3455.792480
	Iteration 24Q: 3 clusters Score -3760310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3760313.250000 Penalty: 3455.792480
	Iteration 25Q: 3 clusters Score -3760313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3760315.750000 Penalty: 3455.792480
	Iteration 26Q: 3 clusters Score -3760316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3760315.750000 Penalty: 3455.792480
	Iteration 27F: 3 clusters Score -3760316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -202558.921875 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -202558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -200219.593750 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -200219.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -200835.812500 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -200835.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -201063.062500 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -201063.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -201282.265625 Penalty: 2524.498291
	Iteration 3F: 3 clusters Score -201282.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -201458.984375 Penalty: 2524.498291
	Iteration 4F: 3 clusters Score -201459 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -201614.421875 Penalty: 2524.498291
	Iteration 5F: 3 clusters Score -201614.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -201730.718750 Penalty: 2524.498291
	Iteration 6F: 3 clusters Score -201730.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -201800.484375 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -201800.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -201847.593750 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -201847.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -201875.562500 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -201875.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -201900.437500 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -201900.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -201917.578125 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -201917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -201935.250000 Penalty: 2524.498291
	Iteration 12Q: 3 clusters Score -201935.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -201960.390625 Penalty: 2524.498291
	Iteration 13Q: 3 clusters Score -201960.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -201976.781250 Penalty: 2524.498291
	Iteration 14Q: 3 clusters Score -201976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -201988.046875 Penalty: 2524.498291
	Iteration 15Q: 3 clusters Score -201988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -201999.843750 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -201999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -202008.156250 Penalty: 2524.498291
	Iteration 17Q: 3 clusters Score -202008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -202017.609375 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -202017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -202025.953125 Penalty: 2524.498291
	Iteration 19Q: 3 clusters Score -202026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -202033.750000 Penalty: 2524.498291
	Iteration 20F: 3 clusters Score -202033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -202040.984375 Penalty: 2524.498291
	Iteration 21Q: 3 clusters Score -202041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -202046.265625 Penalty: 2524.498291
	Iteration 22Q: 3 clusters Score -202046.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -202050.062500 Penalty: 2524.498291
	Iteration 23Q: 3 clusters Score -202050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -202053.687500 Penalty: 2524.498291
	Iteration 24Q: 3 clusters Score -202053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -202053.765625 Penalty: 2524.498291
	Iteration 25Q: 3 clusters Score -202053.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -202053.765625 Penalty: 2524.498291
	Iteration 26F: 3 clusters Score -202053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -173778.812500 Penalty: 1243.229736
	Iteration 0F: 2 clusters Score -173778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -171661.421875 Penalty: 2486.459473
	Iteration 0F: 3 clusters Score -171661.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -172240.953125 Penalty: 2486.459473
	Iteration 1F: 3 clusters Score -172241 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -172551.500000 Penalty: 2486.459473
	Iteration 2F: 3 clusters Score -172551.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -172919.687500 Penalty: 2486.459473
	Iteration 3F: 3 clusters Score -172919.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -173252.078125 Penalty: 2486.459473
	Iteration 4F: 3 clusters Score -173252.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -173435.234375 Penalty: 2486.459473
	Iteration 5F: 3 clusters Score -173435.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173503.109375 Penalty: 2486.459473
	Iteration 6Q: 3 clusters Score -173503.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -173534.015625 Penalty: 2486.459473
	Iteration 7Q: 3 clusters Score -173534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -173551.078125 Penalty: 2486.459473
	Iteration 8Q: 3 clusters Score -173551.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -173561.984375 Penalty: 2486.459473
	Iteration 9Q: 3 clusters Score -173562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -173566.890625 Penalty: 2486.459473
	Iteration 10Q: 3 clusters Score -173566.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -173569.015625 Penalty: 2486.459473
	Iteration 11Q: 3 clusters Score -173569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -173570.953125 Penalty: 2486.459473
	Iteration 12Q: 3 clusters Score -173571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -173572.937500 Penalty: 2486.459473
	Iteration 13Q: 3 clusters Score -173572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -173573.625000 Penalty: 2486.459473
	Iteration 14Q: 3 clusters Score -173573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -173573.625000 Penalty: 2486.459473
	Iteration 15F: 3 clusters Score -173573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -482526.843750 Penalty: 1397.480225
	Iteration 0F: 2 clusters Score -482526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -478250.843750 Penalty: 2794.960449
	Iteration 0F: 3 clusters Score -478250.8 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -479450.343750 Penalty: 2794.960449
	Iteration 1F: 3 clusters Score -479450.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -479632.281250 Penalty: 2794.960449
	Iteration 2F: 3 clusters Score -479632.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -479754.281250 Penalty: 2794.960449
	Iteration 3F: 3 clusters Score -479754.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -479859.031250 Penalty: 2794.960449
	Iteration 4Q: 3 clusters Score -479859 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -479952.437500 Penalty: 2794.960449
	Iteration 5Q: 3 clusters Score -479952.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -480040.875000 Penalty: 2794.960449
	Iteration 6Q: 3 clusters Score -480040.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -480140.437500 Penalty: 2794.960449
	Iteration 7Q: 3 clusters Score -480140.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -480263.468750 Penalty: 2794.960449
	Iteration 8Q: 3 clusters Score -480263.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -480425.531250 Penalty: 2794.960449
	Iteration 9Q: 3 clusters Score -480425.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -480599.906250 Penalty: 2794.960449
	Iteration 10Q: 3 clusters Score -480599.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -480770.968750 Penalty: 2794.960449
	Iteration 11Q: 3 clusters Score -480771 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -480907.093750 Penalty: 2794.960449
	Iteration 12Q: 3 clusters Score -480907.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -481012.406250 Penalty: 2794.960449
	Iteration 13Q: 3 clusters Score -481012.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -481091.437500 Penalty: 2794.960449
	Iteration 14Q: 3 clusters Score -481091.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -481145.968750 Penalty: 2794.960449
	Iteration 15Q: 3 clusters Score -481146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -481177.687500 Penalty: 2794.960449
	Iteration 16Q: 3 clusters Score -481177.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -481206.062500 Penalty: 2794.960449
	Iteration 17Q: 3 clusters Score -481206.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -481225.187500 Penalty: 2794.960449
	Iteration 18Q: 3 clusters Score -481225.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -481245.718750 Penalty: 2794.960449
	Iteration 19Q: 3 clusters Score -481245.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -481265.312500 Penalty: 2794.960449
	Iteration 20F: 3 clusters Score -481265.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -481278.312500 Penalty: 2794.960449
	Iteration 21Q: 3 clusters Score -481278.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -481286.812500 Penalty: 2794.960449
	Iteration 22Q: 3 clusters Score -481286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -481289.781250 Penalty: 2794.960449
	Iteration 23Q: 3 clusters Score -481289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -481292.656250 Penalty: 2794.960449
	Iteration 24Q: 3 clusters Score -481292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -481294.281250 Penalty: 2794.960449
	Iteration 25Q: 3 clusters Score -481294.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -481294.281250 Penalty: 2794.960449
	Iteration 26F: 3 clusters Score -481294.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (166456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Entering Unmasked Estep 
Score: -14869247.000000 Penalty: 1953.654053
	Iteration 0F: 2 clusters Score -1.486925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -14757482.000000 Penalty: 3907.308105
	Iteration 0F: 3 clusters Score -1.475748e+07 nChanged 80506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -14804141.000000 Penalty: 3907.308105
	Iteration 1F: 3 clusters Score -1.480414e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -14804923.000000 Penalty: 3907.308105
	Iteration 2Q: 3 clusters Score -1.480492e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -14805991.000000 Penalty: 3907.308105
	Iteration 3Q: 3 clusters Score -1.480599e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -14807854.000000 Penalty: 3907.308105
	Iteration 4Q: 3 clusters Score -1.480785e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -14810982.000000 Penalty: 3907.308105
	Iteration 5Q: 3 clusters Score -1.481098e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -14816633.000000 Penalty: 3907.308105
	Iteration 6F: 3 clusters Score -1.481663e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -14824817.000000 Penalty: 3907.308105
	Iteration 7F: 3 clusters Score -1.482482e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129508 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -14835318.000000 Penalty: 3907.308105
	Iteration 8F: 3 clusters Score -1.483532e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141506 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -14845919.000000 Penalty: 3907.308105
	Iteration 9F: 3 clusters Score -1.484592e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -14854380.000000 Penalty: 3907.308105
	Iteration 10F: 3 clusters Score -1.485438e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158098 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -14860474.000000 Penalty: 3907.308105
	Iteration 11Q: 3 clusters Score -1.486047e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162269 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -14864029.000000 Penalty: 3907.308105
	Iteration 12Q: 3 clusters Score -1.486403e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164519 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -14865925.000000 Penalty: 3907.308105
	Iteration 13Q: 3 clusters Score -1.486592e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14866819.000000 Penalty: 3907.308105
	Iteration 14Q: 3 clusters Score -1.486682e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14867172.000000 Penalty: 3907.308105
	Iteration 15Q: 3 clusters Score -1.486717e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166075 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14867322.000000 Penalty: 3907.308105
	Iteration 16Q: 3 clusters Score -1.486732e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166153 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14867385.000000 Penalty: 3907.308105
	Iteration 17Q: 3 clusters Score -1.486738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -14867448.000000 Penalty: 3907.308105
	Iteration 18Q: 3 clusters Score -1.486745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166202 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14867461.000000 Penalty: 3907.308105
	Iteration 19Q: 3 clusters Score -1.486746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -14867487.000000 Penalty: 3907.308105
	Iteration 20F: 3 clusters Score -1.486749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166220 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14867501.000000 Penalty: 3907.308105
	Iteration 21Q: 3 clusters Score -1.48675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166224 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14867505.000000 Penalty: 3907.308105
	Iteration 22Q: 3 clusters Score -1.48675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14867513.000000 Penalty: 3907.308105
	Iteration 23Q: 3 clusters Score -1.486751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14867512.000000 Penalty: 3907.308105
	Iteration 24Q: 3 clusters Score -1.486751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14867516.000000 Penalty: 3907.308105
	Iteration 25Q: 3 clusters Score -1.486752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14867524.000000 Penalty: 3907.308105
	Iteration 26Q: 3 clusters Score -1.486752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166235 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14867521.000000 Penalty: 3907.308105
	Iteration 27Q: 3 clusters Score -1.486752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14867527.000000 Penalty: 3907.308105
	Iteration 28Q: 3 clusters Score -1.486753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14867529.000000 Penalty: 3907.308105
	Iteration 29Q: 3 clusters Score -1.486753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166240 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14867530.000000 Penalty: 3907.308105
	Iteration 30Q: 3 clusters Score -1.486753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166243 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14867527.000000 Penalty: 3907.308105
	Iteration 31Q: 3 clusters Score -1.486753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166243 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14867537.000000 Penalty: 3907.308105
	Iteration 32Q: 3 clusters Score -1.486754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14867537.000000 Penalty: 3907.308105
	Iteration 33Q: 3 clusters Score -1.486754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166246 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14867545.000000 Penalty: 3907.308105
	Iteration 34Q: 3 clusters Score -1.486754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166246 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14867545.000000 Penalty: 3907.308105
	Iteration 35F: 3 clusters Score -1.486754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -189054.375000 Penalty: 1248.253540
	Iteration 0F: 2 clusters Score -189054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -186881.109375 Penalty: 2496.507080
	Iteration 0F: 3 clusters Score -186881.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -187361.859375 Penalty: 2496.507080
	Iteration 1F: 3 clusters Score -187361.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -187472.390625 Penalty: 2496.507080
	Iteration 2F: 3 clusters Score -187472.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -187536.656250 Penalty: 2496.507080
	Iteration 3Q: 3 clusters Score -187536.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -187577.984375 Penalty: 2496.507080
	Iteration 4Q: 3 clusters Score -187578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -187612.750000 Penalty: 2496.507080
	Iteration 5Q: 3 clusters Score -187612.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -187647.906250 Penalty: 2496.507080
	Iteration 6Q: 3 clusters Score -187647.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -187696.062500 Penalty: 2496.507080
	Iteration 7Q: 3 clusters Score -187696.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -187766.546875 Penalty: 2496.507080
	Iteration 8Q: 3 clusters Score -187766.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -187871.312500 Penalty: 2496.507080
	Iteration 9Q: 3 clusters Score -187871.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -187970.062500 Penalty: 2496.507080
	Iteration 10Q: 3 clusters Score -187970.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -188053.859375 Penalty: 2496.507080
	Iteration 11Q: 3 clusters Score -188053.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188115.640625 Penalty: 2496.507080
	Iteration 12Q: 3 clusters Score -188115.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -188162.468750 Penalty: 2496.507080
	Iteration 13Q: 3 clusters Score -188162.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -188211.843750 Penalty: 2496.507080
	Iteration 14Q: 3 clusters Score -188211.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -188260.437500 Penalty: 2496.507080
	Iteration 15Q: 3 clusters Score -188260.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -188298.093750 Penalty: 2496.507080
	Iteration 16Q: 3 clusters Score -188298.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188327.687500 Penalty: 2496.507080
	Iteration 17Q: 3 clusters Score -188327.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -188352.968750 Penalty: 2496.507080
	Iteration 18Q: 3 clusters Score -188353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188380.296875 Penalty: 2496.507080
	Iteration 19Q: 3 clusters Score -188380.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -188402.281250 Penalty: 2496.507080
	Iteration 20F: 3 clusters Score -188402.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -188415.734375 Penalty: 2496.507080
	Iteration 21Q: 3 clusters Score -188415.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188425.843750 Penalty: 2496.507080
	Iteration 22Q: 3 clusters Score -188425.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188433.765625 Penalty: 2496.507080
	Iteration 23Q: 3 clusters Score -188433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -188438.515625 Penalty: 2496.507080
	Iteration 24Q: 3 clusters Score -188438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -188442.171875 Penalty: 2496.507080
	Iteration 25Q: 3 clusters Score -188442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -188443.109375 Penalty: 2496.507080
	Iteration 26Q: 3 clusters Score -188443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -188443.203125 Penalty: 2496.507080
	Iteration 27Q: 3 clusters Score -188443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -188443.203125 Penalty: 2496.507080
	Iteration 28F: 3 clusters Score -188443.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -193770.765625 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -193770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -191539.046875 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -191539 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -192042.796875 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -192042.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -192182.859375 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -192182.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -192271.296875 Penalty: 2493.797363
	Iteration 3F: 3 clusters Score -192271.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -192317.890625 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -192317.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -192370.203125 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -192370.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -192415.359375 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -192415.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -192441.562500 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -192441.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -192468.187500 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -192468.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192482.984375 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -192483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -192492.921875 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -192492.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -192498.953125 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -192499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -192503.093750 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -192503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -192507.671875 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -192507.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -192511.703125 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -192511.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -192517.531250 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -192517.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -192521.343750 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -192521.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -192523.531250 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -192523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -192524.734375 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -192524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192526.703125 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -192526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192528.843750 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -192528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192529.515625 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -192529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -192529.812500 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -192529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192530.234375 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -192530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192530.234375 Penalty: 2493.797363
	Iteration 24F: 3 clusters Score -192530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Entering Unmasked Estep 
Score: -471265.218750 Penalty: 1405.506958
	Iteration 0F: 2 clusters Score -471265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -466885.781250 Penalty: 2811.013916
	Iteration 0F: 3 clusters Score -466885.8 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -468144.593750 Penalty: 2811.013916
	Iteration 1F: 3 clusters Score -468144.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -468366.531250 Penalty: 2811.013916
	Iteration 2F: 3 clusters Score -468366.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -468518.125000 Penalty: 2811.013916
	Iteration 3F: 3 clusters Score -468518.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -468629.750000 Penalty: 2811.013916
	Iteration 4Q: 3 clusters Score -468629.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -468732.375000 Penalty: 2811.013916
	Iteration 5Q: 3 clusters Score -468732.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -468842.968750 Penalty: 2811.013916
	Iteration 6Q: 3 clusters Score -468843 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -468964.906250 Penalty: 2811.013916
	Iteration 7Q: 3 clusters Score -468964.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -469097.562500 Penalty: 2811.013916
	Iteration 8Q: 3 clusters Score -469097.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -469243.218750 Penalty: 2811.013916
	Iteration 9Q: 3 clusters Score -469243.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -469370.687500 Penalty: 2811.013916
	Iteration 10Q: 3 clusters Score -469370.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -469504.875000 Penalty: 2811.013916
	Iteration 11Q: 3 clusters Score -469504.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -469637.218750 Penalty: 2811.013916
	Iteration 12Q: 3 clusters Score -469637.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -469756.125000 Penalty: 2811.013916
	Iteration 13Q: 3 clusters Score -469756.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -469844.531250 Penalty: 2811.013916
	Iteration 14Q: 3 clusters Score -469844.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -469915.375000 Penalty: 2811.013916
	Iteration 15Q: 3 clusters Score -469915.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -469979.968750 Penalty: 2811.013916
	Iteration 16Q: 3 clusters Score -469980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -470018.968750 Penalty: 2811.013916
	Iteration 17Q: 3 clusters Score -470019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -470052.062500 Penalty: 2811.013916
	Iteration 18Q: 3 clusters Score -470052.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -470081.343750 Penalty: 2811.013916
	Iteration 19Q: 3 clusters Score -470081.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -470111.562500 Penalty: 2811.013916
	Iteration 20F: 3 clusters Score -470111.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -470131.500000 Penalty: 2811.013916
	Iteration 21Q: 3 clusters Score -470131.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -470149.968750 Penalty: 2811.013916
	Iteration 22Q: 3 clusters Score -470150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -470174.500000 Penalty: 2811.013916
	Iteration 23Q: 3 clusters Score -470174.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -470212.656250 Penalty: 2811.013916
	Iteration 24Q: 3 clusters Score -470212.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -470244.187500 Penalty: 2811.013916
	Iteration 25Q: 3 clusters Score -470244.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -470269.156250 Penalty: 2811.013916
	Iteration 26Q: 3 clusters Score -470269.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -470283.375000 Penalty: 2811.013916
	Iteration 27Q: 3 clusters Score -470283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -470296.031250 Penalty: 2811.013916
	Iteration 28Q: 3 clusters Score -470296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -470306.968750 Penalty: 2811.013916
	Iteration 29Q: 3 clusters Score -470307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -470312.500000 Penalty: 2811.013916
	Iteration 30Q: 3 clusters Score -470312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -470317.281250 Penalty: 2811.013916
	Iteration 31Q: 3 clusters Score -470317.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -470322.906250 Penalty: 2811.013916
	Iteration 32Q: 3 clusters Score -470322.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -470324.156250 Penalty: 2811.013916
	Iteration 33Q: 3 clusters Score -470324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -470325.000000 Penalty: 2811.013916
	Iteration 34Q: 3 clusters Score -470325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -470326.281250 Penalty: 2811.013916
	Iteration 35Q: 3 clusters Score -470326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -470327.000000 Penalty: 2811.013916
	Iteration 36Q: 3 clusters Score -470327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -470327.000000 Penalty: 2811.013916
	Iteration 37F: 3 clusters Score -470327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Entering Unmasked Estep 
Score: -464548.156250 Penalty: 1392.990479
	Iteration 0F: 2 clusters Score -464548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -460371.531250 Penalty: 2785.980957
	Iteration 0F: 3 clusters Score -460371.5 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -461530.718750 Penalty: 2785.980957
	Iteration 1F: 3 clusters Score -461530.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -461695.062500 Penalty: 2785.980957
	Iteration 2F: 3 clusters Score -461695.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -461817.187500 Penalty: 2785.980957
	Iteration 3Q: 3 clusters Score -461817.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -461947.406250 Penalty: 2785.980957
	Iteration 4Q: 3 clusters Score -461947.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -462122.656250 Penalty: 2785.980957
	Iteration 5Q: 3 clusters Score -462122.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -462344.000000 Penalty: 2785.980957
	Iteration 6F: 3 clusters Score -462344 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -462540.875000 Penalty: 2785.980957
	Iteration 7F: 3 clusters Score -462540.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -462706.656250 Penalty: 2785.980957
	Iteration 8Q: 3 clusters Score -462706.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -462892.750000 Penalty: 2785.980957
	Iteration 9Q: 3 clusters Score -462892.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -463097.218750 Penalty: 2785.980957
	Iteration 10Q: 3 clusters Score -463097.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -463313.312500 Penalty: 2785.980957
	Iteration 11Q: 3 clusters Score -463313.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -463496.437500 Penalty: 2785.980957
	Iteration 12Q: 3 clusters Score -463496.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -463634.937500 Penalty: 2785.980957
	Iteration 13Q: 3 clusters Score -463634.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -463736.937500 Penalty: 2785.980957
	Iteration 14Q: 3 clusters Score -463736.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -463830.500000 Penalty: 2785.980957
	Iteration 15Q: 3 clusters Score -463830.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -463899.531250 Penalty: 2785.980957
	Iteration 16Q: 3 clusters Score -463899.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -463939.656250 Penalty: 2785.980957
	Iteration 17Q: 3 clusters Score -463939.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -463958.687500 Penalty: 2785.980957
	Iteration 18Q: 3 clusters Score -463958.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -463976.875000 Penalty: 2785.980957
	Iteration 19Q: 3 clusters Score -463976.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -464001.406250 Penalty: 2785.980957
	Iteration 20F: 3 clusters Score -464001.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -464024.281250 Penalty: 2785.980957
	Iteration 21Q: 3 clusters Score -464024.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -464042.187500 Penalty: 2785.980957
	Iteration 22Q: 3 clusters Score -464042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -464051.750000 Penalty: 2785.980957
	Iteration 23Q: 3 clusters Score -464051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -464054.062500 Penalty: 2785.980957
	Iteration 24Q: 3 clusters Score -464054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -464057.218750 Penalty: 2785.980957
	Iteration 25Q: 3 clusters Score -464057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -464059.281250 Penalty: 2785.980957
	Iteration 26Q: 3 clusters Score -464059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -464059.125000 Penalty: 2785.980957
	Iteration 27Q: 3 clusters Score -464059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -464059.125000 Penalty: 2785.980957
	Iteration 28F: 3 clusters Score -464059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -405987.062500 Penalty: 1370.211548
	Iteration 0F: 2 clusters Score -405987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -402210.406250 Penalty: 2740.423096
	Iteration 0F: 3 clusters Score -402210.4 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -403317.500000 Penalty: 2740.423096
	Iteration 1F: 3 clusters Score -403317.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -403485.250000 Penalty: 2740.423096
	Iteration 2F: 3 clusters Score -403485.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -403590.062500 Penalty: 2740.423096
	Iteration 3Q: 3 clusters Score -403590.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -403655.531250 Penalty: 2740.423096
	Iteration 4Q: 3 clusters Score -403655.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -403706.562500 Penalty: 2740.423096
	Iteration 5Q: 3 clusters Score -403706.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -403743.375000 Penalty: 2740.423096
	Iteration 6Q: 3 clusters Score -403743.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -403780.468750 Penalty: 2740.423096
	Iteration 7Q: 3 clusters Score -403780.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -403810.281250 Penalty: 2740.423096
	Iteration 8Q: 3 clusters Score -403810.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -403834.500000 Penalty: 2740.423096
	Iteration 9Q: 3 clusters Score -403834.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -403853.968750 Penalty: 2740.423096
	Iteration 10Q: 3 clusters Score -403854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -403872.250000 Penalty: 2740.423096
	Iteration 11Q: 3 clusters Score -403872.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -403889.875000 Penalty: 2740.423096
	Iteration 12Q: 3 clusters Score -403889.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -403906.312500 Penalty: 2740.423096
	Iteration 13Q: 3 clusters Score -403906.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -403920.656250 Penalty: 2740.423096
	Iteration 14Q: 3 clusters Score -403920.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -403936.375000 Penalty: 2740.423096
	Iteration 15Q: 3 clusters Score -403936.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -403957.781250 Penalty: 2740.423096
	Iteration 16Q: 3 clusters Score -403957.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -403981.781250 Penalty: 2740.423096
	Iteration 17Q: 3 clusters Score -403981.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -404006.750000 Penalty: 2740.423096
	Iteration 18Q: 3 clusters Score -404006.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -404032.906250 Penalty: 2740.423096
	Iteration 19Q: 3 clusters Score -404032.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -404059.375000 Penalty: 2740.423096
	Iteration 20F: 3 clusters Score -404059.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -404081.625000 Penalty: 2740.423096
	Iteration 21Q: 3 clusters Score -404081.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -404102.781250 Penalty: 2740.423096
	Iteration 22Q: 3 clusters Score -404102.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -404123.812500 Penalty: 2740.423096
	Iteration 23Q: 3 clusters Score -404123.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -404146.281250 Penalty: 2740.423096
	Iteration 24Q: 3 clusters Score -404146.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -404172.437500 Penalty: 2740.423096
	Iteration 25Q: 3 clusters Score -404172.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -404204.468750 Penalty: 2740.423096
	Iteration 26Q: 3 clusters Score -404204.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -404242.500000 Penalty: 2740.423096
	Iteration 27Q: 3 clusters Score -404242.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -404285.093750 Penalty: 2740.423096
	Iteration 28Q: 3 clusters Score -404285.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -404320.750000 Penalty: 2740.423096
	Iteration 29Q: 3 clusters Score -404320.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -404354.656250 Penalty: 2740.423096
	Iteration 30Q: 3 clusters Score -404354.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -404390.375000 Penalty: 2740.423096
	Iteration 31Q: 3 clusters Score -404390.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -404422.750000 Penalty: 2740.423096
	Iteration 32Q: 3 clusters Score -404422.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -404459.375000 Penalty: 2740.423096
	Iteration 33Q: 3 clusters Score -404459.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -404491.937500 Penalty: 2740.423096
	Iteration 34Q: 3 clusters Score -404491.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -404531.062500 Penalty: 2740.423096
	Iteration 35Q: 3 clusters Score -404531.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -404567.937500 Penalty: 2740.423096
	Iteration 36Q: 3 clusters Score -404567.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -404599.187500 Penalty: 2740.423096
	Iteration 37Q: 3 clusters Score -404599.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -404629.937500 Penalty: 2740.423096
	Iteration 38Q: 3 clusters Score -404629.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -404662.812500 Penalty: 2740.423096
	Iteration 39Q: 3 clusters Score -404662.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -404692.625000 Penalty: 2740.423096
	Iteration 40F: 3 clusters Score -404692.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -404717.968750 Penalty: 2740.423096
	Iteration 41Q: 3 clusters Score -404718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -404746.656250 Penalty: 2740.423096
	Iteration 42Q: 3 clusters Score -404746.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -404765.343750 Penalty: 2740.423096
	Iteration 43Q: 3 clusters Score -404765.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -404784.500000 Penalty: 2740.423096
	Iteration 44Q: 3 clusters Score -404784.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -404807.093750 Penalty: 2740.423096
	Iteration 45Q: 3 clusters Score -404807.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -404824.187500 Penalty: 2740.423096
	Iteration 46Q: 3 clusters Score -404824.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -404837.531250 Penalty: 2740.423096
	Iteration 47Q: 3 clusters Score -404837.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -404846.625000 Penalty: 2740.423096
	Iteration 48Q: 3 clusters Score -404846.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -404855.125000 Penalty: 2740.423096
	Iteration 49Q: 3 clusters Score -404855.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -404863.406250 Penalty: 2740.423096
	Iteration 50Q: 3 clusters Score -404863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -404867.812500 Penalty: 2740.423096
	Iteration 51Q: 3 clusters Score -404867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -404870.406250 Penalty: 2740.423096
	Iteration 52Q: 3 clusters Score -404870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -404874.687500 Penalty: 2740.423096
	Iteration 53Q: 3 clusters Score -404874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -404878.031250 Penalty: 2740.423096
	Iteration 54Q: 3 clusters Score -404878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -404881.593750 Penalty: 2740.423096
	Iteration 55Q: 3 clusters Score -404881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -404886.718750 Penalty: 2740.423096
	Iteration 56Q: 3 clusters Score -404886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -404887.437500 Penalty: 2740.423096
	Iteration 57Q: 3 clusters Score -404887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -404887.687500 Penalty: 2740.423096
	Iteration 58Q: 3 clusters Score -404887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -404887.687500 Penalty: 2740.423096
	Iteration 59F: 3 clusters Score -404887.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -212073.296875 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -212073.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -209760.906250 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -209760.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -210328.453125 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -210328.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -210468.375000 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -210468.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210573.984375 Penalty: 2524.498291
	Iteration 3F: 3 clusters Score -210574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210654.218750 Penalty: 2524.498291
	Iteration 4Q: 3 clusters Score -210654.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -210720.515625 Penalty: 2524.498291
	Iteration 5Q: 3 clusters Score -210720.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -210779.750000 Penalty: 2524.498291
	Iteration 6Q: 3 clusters Score -210779.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -210842.187500 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -210842.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -210906.578125 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -210906.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -210964.218750 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -210964.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -211004.156250 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -211004.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -211032.218750 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -211032.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211057.312500 Penalty: 2524.498291
	Iteration 12Q: 3 clusters Score -211057.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -211083.359375 Penalty: 2524.498291
	Iteration 13Q: 3 clusters Score -211083.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -211111.625000 Penalty: 2524.498291
	Iteration 14Q: 3 clusters Score -211111.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -211129.109375 Penalty: 2524.498291
	Iteration 15Q: 3 clusters Score -211129.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -211139.953125 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -211140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -211148.609375 Penalty: 2524.498291
	Iteration 17Q: 3 clusters Score -211148.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -211158.828125 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -211158.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -211168.875000 Penalty: 2524.498291
	Iteration 19Q: 3 clusters Score -211168.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -211176.468750 Penalty: 2524.498291
	Iteration 20F: 3 clusters Score -211176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -211179.625000 Penalty: 2524.498291
	Iteration 21Q: 3 clusters Score -211179.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -211182.109375 Penalty: 2524.498291
	Iteration 22Q: 3 clusters Score -211182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -211183.484375 Penalty: 2524.498291
	Iteration 23Q: 3 clusters Score -211183.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -211184.828125 Penalty: 2524.498291
	Iteration 24Q: 3 clusters Score -211184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -211186.000000 Penalty: 2524.498291
	Iteration 25Q: 3 clusters Score -211186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -211187.203125 Penalty: 2524.498291
	Iteration 26Q: 3 clusters Score -211187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -211188.671875 Penalty: 2524.498291
	Iteration 27Q: 3 clusters Score -211188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -211189.781250 Penalty: 2524.498291
	Iteration 28Q: 3 clusters Score -211189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -211190.187500 Penalty: 2524.498291
	Iteration 29Q: 3 clusters Score -211190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -211190.187500 Penalty: 2524.498291
	Iteration 30F: 3 clusters Score -211190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Entering Unmasked Estep 
Score: -6771676.000000 Penalty: 1816.233887
	Iteration 0F: 2 clusters Score -6771676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -6723681.000000 Penalty: 3632.467773
	Iteration 0F: 3 clusters Score -6723681 nChanged 33990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -6742942.000000 Penalty: 3632.467773
	Iteration 1F: 3 clusters Score -6742942 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6743454.000000 Penalty: 3632.467773
	Iteration 2Q: 3 clusters Score -6743454 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -6743970.000000 Penalty: 3632.467773
	Iteration 3Q: 3 clusters Score -6743970 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -6744434.000000 Penalty: 3632.467773
	Iteration 4Q: 3 clusters Score -6744434 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -6745048.500000 Penalty: 3632.467773
	Iteration 5Q: 3 clusters Score -6745048 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -6745744.000000 Penalty: 3632.467773
	Iteration 6Q: 3 clusters Score -6745744 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -6746607.000000 Penalty: 3632.467773
	Iteration 7Q: 3 clusters Score -6746607 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -6747496.000000 Penalty: 3632.467773
	Iteration 8Q: 3 clusters Score -6747496 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -6748501.000000 Penalty: 3632.467773
	Iteration 9Q: 3 clusters Score -6748501 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -6750044.000000 Penalty: 3632.467773
	Iteration 10Q: 3 clusters Score -6750044 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -6752028.500000 Penalty: 3632.467773
	Iteration 11F: 3 clusters Score -6752028 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -6754870.500000 Penalty: 3632.467773
	Iteration 12F: 3 clusters Score -6754870 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -6758559.000000 Penalty: 3632.467773
	Iteration 13F: 3 clusters Score -6758559 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -6762611.500000 Penalty: 3632.467773
	Iteration 14F: 3 clusters Score -6762612 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -6766090.500000 Penalty: 3632.467773
	Iteration 15F: 3 clusters Score -6766090 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6768210.000000 Penalty: 3632.467773
	Iteration 16Q: 3 clusters Score -6768210 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6769293.500000 Penalty: 3632.467773
	Iteration 17Q: 3 clusters Score -6769294 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6769738.000000 Penalty: 3632.467773
	Iteration 18Q: 3 clusters Score -6769738 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6769938.500000 Penalty: 3632.467773
	Iteration 19Q: 3 clusters Score -6769938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6770034.500000 Penalty: 3632.467773
	Iteration 20F: 3 clusters Score -6770034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6770074.500000 Penalty: 3632.467773
	Iteration 21Q: 3 clusters Score -6770074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6770090.000000 Penalty: 3632.467773
	Iteration 22Q: 3 clusters Score -6770090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6770101.000000 Penalty: 3632.467773
	Iteration 23Q: 3 clusters Score -6770101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6770111.000000 Penalty: 3632.467773
	Iteration 24Q: 3 clusters Score -6770111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6770123.500000 Penalty: 3632.467773
	Iteration 25Q: 3 clusters Score -6770124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6770119.500000 Penalty: 3632.467773
	Iteration 26Q: 3 clusters Score -6770120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6770122.000000 Penalty: 3632.467773
	Iteration 27Q: 3 clusters Score -6770122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6770126.500000 Penalty: 3632.467773
	Iteration 28Q: 3 clusters Score -6770126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6770133.500000 Penalty: 3632.467773
	Iteration 29Q: 3 clusters Score -6770134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6770132.000000 Penalty: 3632.467773
	Iteration 30Q: 3 clusters Score -6770132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6770134.000000 Penalty: 3632.467773
	Iteration 31Q: 3 clusters Score -6770134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6770132.000000 Penalty: 3632.467773
	Iteration 32Q: 3 clusters Score -6770132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6770134.500000 Penalty: 3632.467773
	Iteration 33Q: 3 clusters Score -6770134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6770134.500000 Penalty: 3632.467773
	Iteration 34F: 3 clusters Score -6770134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -147286.828125 Penalty: 1217.120239
	Iteration 0F: 2 clusters Score -147286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -145285.765625 Penalty: 2434.240479
	Iteration 0F: 3 clusters Score -145285.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -145646.843750 Penalty: 2434.240479
	Iteration 1F: 3 clusters Score -145646.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -145738.796875 Penalty: 2434.240479
	Iteration 2F: 3 clusters Score -145738.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -145802.171875 Penalty: 2434.240479
	Iteration 3Q: 3 clusters Score -145802.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -145845.531250 Penalty: 2434.240479
	Iteration 4Q: 3 clusters Score -145845.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -145882.265625 Penalty: 2434.240479
	Iteration 5Q: 3 clusters Score -145882.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -145906.609375 Penalty: 2434.240479
	Iteration 6Q: 3 clusters Score -145906.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -145927.484375 Penalty: 2434.240479
	Iteration 7Q: 3 clusters Score -145927.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -145945.828125 Penalty: 2434.240479
	Iteration 8Q: 3 clusters Score -145945.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -145958.484375 Penalty: 2434.240479
	Iteration 9Q: 3 clusters Score -145958.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -145970.671875 Penalty: 2434.240479
	Iteration 10Q: 3 clusters Score -145970.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145980.843750 Penalty: 2434.240479
	Iteration 11Q: 3 clusters Score -145980.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -145991.140625 Penalty: 2434.240479
	Iteration 12Q: 3 clusters Score -145991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -145997.781250 Penalty: 2434.240479
	Iteration 13Q: 3 clusters Score -145997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -146006.500000 Penalty: 2434.240479
	Iteration 14Q: 3 clusters Score -146006.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -146017.937500 Penalty: 2434.240479
	Iteration 15Q: 3 clusters Score -146017.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146026.546875 Penalty: 2434.240479
	Iteration 16Q: 3 clusters Score -146026.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -146037.984375 Penalty: 2434.240479
	Iteration 17Q: 3 clusters Score -146038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -146050.093750 Penalty: 2434.240479
	Iteration 18Q: 3 clusters Score -146050.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -146063.953125 Penalty: 2434.240479
	Iteration 19Q: 3 clusters Score -146064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -146068.750000 Penalty: 2434.240479
	Iteration 20F: 3 clusters Score -146068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -146074.171875 Penalty: 2434.240479
	Iteration 21Q: 3 clusters Score -146074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -146079.281250 Penalty: 2434.240479
	Iteration 22Q: 3 clusters Score -146079.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -146081.625000 Penalty: 2434.240479
	Iteration 23Q: 3 clusters Score -146081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -146084.093750 Penalty: 2434.240479
	Iteration 24Q: 3 clusters Score -146084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -146087.062500 Penalty: 2434.240479
	Iteration 25Q: 3 clusters Score -146087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -146089.562500 Penalty: 2434.240479
	Iteration 26Q: 3 clusters Score -146089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -146091.484375 Penalty: 2434.240479
	Iteration 27Q: 3 clusters Score -146091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -146092.640625 Penalty: 2434.240479
	Iteration 28Q: 3 clusters Score -146092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -146092.812500 Penalty: 2434.240479
	Iteration 29Q: 3 clusters Score -146092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -146092.812500 Penalty: 2434.240479
	Iteration 30F: 3 clusters Score -146092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -260825.906250 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -260825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -258295.609375 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -258295.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -258828.812500 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -258828.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -258938.937500 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -258938.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -259002.828125 Penalty: 2570.584229
	Iteration 3Q: 3 clusters Score -259002.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -259052.531250 Penalty: 2570.584229
	Iteration 4Q: 3 clusters Score -259052.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -259091.437500 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -259091.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -259128.093750 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -259128.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -259156.640625 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -259156.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -259182.468750 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -259182.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -259204.218750 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -259204.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -259223.234375 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -259223.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -259245.718750 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -259245.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -259262.718750 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -259262.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -259279.765625 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -259279.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -259300.234375 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -259300.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -259330.625000 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -259330.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -259353.328125 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -259353.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -259368.812500 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -259368.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -259383.203125 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -259383.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -259395.671875 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -259395.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -259417.437500 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -259417.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -259431.750000 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -259431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -259445.687500 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -259445.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -259462.484375 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -259462.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -259486.531250 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -259486.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -259513.296875 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -259513.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -259537.109375 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -259537.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -259553.218750 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -259553.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -259573.796875 Penalty: 2570.584229
	Iteration 28Q: 3 clusters Score -259573.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -259590.937500 Penalty: 2570.584229
	Iteration 29Q: 3 clusters Score -259590.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -259601.578125 Penalty: 2570.584229
	Iteration 30Q: 3 clusters Score -259601.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -259606.750000 Penalty: 2570.584229
	Iteration 31Q: 3 clusters Score -259606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -259610.359375 Penalty: 2570.584229
	Iteration 32Q: 3 clusters Score -259610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -259613.093750 Penalty: 2570.584229
	Iteration 33Q: 3 clusters Score -259613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -259613.265625 Penalty: 2570.584229
	Iteration 34Q: 3 clusters Score -259613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -259614.609375 Penalty: 2570.584229
	Iteration 35Q: 3 clusters Score -259614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -259615.296875 Penalty: 2570.584229
	Iteration 36Q: 3 clusters Score -259615.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -259616.203125 Penalty: 2570.584229
	Iteration 37Q: 3 clusters Score -259616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -259618.296875 Penalty: 2570.584229
	Iteration 38Q: 3 clusters Score -259618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -259622.312500 Penalty: 2570.584229
	Iteration 39Q: 3 clusters Score -259622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -259625.437500 Penalty: 2570.584229
	Iteration 40F: 3 clusters Score -259625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -259627.859375 Penalty: 2570.584229
	Iteration 41Q: 3 clusters Score -259627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -259630.296875 Penalty: 2570.584229
	Iteration 42Q: 3 clusters Score -259630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -259632.937500 Penalty: 2570.584229
	Iteration 43Q: 3 clusters Score -259632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -259632.937500 Penalty: 2570.584229
	Iteration 44Q: 3 clusters Score -259632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -259632.937500 Penalty: 2570.584229
	Iteration 45F: 3 clusters Score -259632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Entering Unmasked Estep 
Score: -1273404.625000 Penalty: 1545.097778
	Iteration 0F: 2 clusters Score -1273405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1264054.625000 Penalty: 3090.195557
	Iteration 0F: 3 clusters Score -1264055 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1267118.250000 Penalty: 3090.195557
	Iteration 1F: 3 clusters Score -1267118 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1267408.250000 Penalty: 3090.195557
	Iteration 2F: 3 clusters Score -1267408 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1267672.250000 Penalty: 3090.195557
	Iteration 3Q: 3 clusters Score -1267672 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1267950.000000 Penalty: 3090.195557
	Iteration 4Q: 3 clusters Score -1267950 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1268258.000000 Penalty: 3090.195557
	Iteration 5Q: 3 clusters Score -1268258 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1268661.750000 Penalty: 3090.195557
	Iteration 6F: 3 clusters Score -1268662 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1269199.625000 Penalty: 3090.195557
	Iteration 7F: 3 clusters Score -1269200 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1269793.500000 Penalty: 3090.195557
	Iteration 8F: 3 clusters Score -1269794 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1270338.625000 Penalty: 3090.195557
	Iteration 9F: 3 clusters Score -1270339 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1270766.625000 Penalty: 3090.195557
	Iteration 10Q: 3 clusters Score -1270767 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1271099.250000 Penalty: 3090.195557
	Iteration 11Q: 3 clusters Score -1271099 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1271382.375000 Penalty: 3090.195557
	Iteration 12Q: 3 clusters Score -1271382 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1271610.250000 Penalty: 3090.195557
	Iteration 13Q: 3 clusters Score -1271610 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1271765.375000 Penalty: 3090.195557
	Iteration 14Q: 3 clusters Score -1271765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1271837.375000 Penalty: 3090.195557
	Iteration 15Q: 3 clusters Score -1271837 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1271890.750000 Penalty: 3090.195557
	Iteration 16Q: 3 clusters Score -1271891 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1271923.750000 Penalty: 3090.195557
	Iteration 17Q: 3 clusters Score -1271924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1271939.750000 Penalty: 3090.195557
	Iteration 18Q: 3 clusters Score -1271940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1271947.125000 Penalty: 3090.195557
	Iteration 19Q: 3 clusters Score -1271947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1271958.000000 Penalty: 3090.195557
	Iteration 20F: 3 clusters Score -1271958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1271962.000000 Penalty: 3090.195557
	Iteration 21Q: 3 clusters Score -1271962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1271969.875000 Penalty: 3090.195557
	Iteration 22Q: 3 clusters Score -1271970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1271982.875000 Penalty: 3090.195557
	Iteration 23Q: 3 clusters Score -1271983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1271995.875000 Penalty: 3090.195557
	Iteration 24Q: 3 clusters Score -1271996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1272005.750000 Penalty: 3090.195557
	Iteration 25Q: 3 clusters Score -1272006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1272013.750000 Penalty: 3090.195557
	Iteration 26Q: 3 clusters Score -1272014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1272021.875000 Penalty: 3090.195557
	Iteration 27Q: 3 clusters Score -1272022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1272030.625000 Penalty: 3090.195557
	Iteration 28Q: 3 clusters Score -1272031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1272034.500000 Penalty: 3090.195557
	Iteration 29Q: 3 clusters Score -1272034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1272039.500000 Penalty: 3090.195557
	Iteration 30Q: 3 clusters Score -1272040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1272042.375000 Penalty: 3090.195557
	Iteration 31Q: 3 clusters Score -1272042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1272043.625000 Penalty: 3090.195557
	Iteration 32Q: 3 clusters Score -1272044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1272044.125000 Penalty: 3090.195557
	Iteration 33Q: 3 clusters Score -1272044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1272047.000000 Penalty: 3090.195557
	Iteration 34Q: 3 clusters Score -1272047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1272048.000000 Penalty: 3090.195557
	Iteration 35Q: 3 clusters Score -1272048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1272050.625000 Penalty: 3090.195557
	Iteration 36Q: 3 clusters Score -1272051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1272053.750000 Penalty: 3090.195557
	Iteration 37Q: 3 clusters Score -1272054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1272058.000000 Penalty: 3090.195557
	Iteration 38Q: 3 clusters Score -1272058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1272063.625000 Penalty: 3090.195557
	Iteration 39Q: 3 clusters Score -1272064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1272067.500000 Penalty: 3090.195557
	Iteration 40F: 3 clusters Score -1272068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1272070.000000 Penalty: 3090.195557
	Iteration 41Q: 3 clusters Score -1272070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1272072.375000 Penalty: 3090.195557
	Iteration 42Q: 3 clusters Score -1272072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1272074.875000 Penalty: 3090.195557
	Iteration 43Q: 3 clusters Score -1272075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1272074.625000 Penalty: 3090.195557
	Iteration 44Q: 3 clusters Score -1272075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1272074.625000 Penalty: 3090.195557
	Iteration 45F: 3 clusters Score -1272075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Entering Unmasked Estep 
Score: -474153.031250 Penalty: 1396.940796
	Iteration 0F: 2 clusters Score -474153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -469935.187500 Penalty: 2793.881592
	Iteration 0F: 3 clusters Score -469935.2 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -471086.343750 Penalty: 2793.881592
	Iteration 1F: 3 clusters Score -471086.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -471276.375000 Penalty: 2793.881592
	Iteration 2F: 3 clusters Score -471276.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -471398.468750 Penalty: 2793.881592
	Iteration 3Q: 3 clusters Score -471398.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -471493.156250 Penalty: 2793.881592
	Iteration 4Q: 3 clusters Score -471493.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -471582.375000 Penalty: 2793.881592
	Iteration 5Q: 3 clusters Score -471582.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -471666.031250 Penalty: 2793.881592
	Iteration 6Q: 3 clusters Score -471666 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -471748.812500 Penalty: 2793.881592
	Iteration 7Q: 3 clusters Score -471748.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -471829.312500 Penalty: 2793.881592
	Iteration 8Q: 3 clusters Score -471829.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -471921.687500 Penalty: 2793.881592
	Iteration 9Q: 3 clusters Score -471921.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -472027.562500 Penalty: 2793.881592
	Iteration 10Q: 3 clusters Score -472027.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -472130.406250 Penalty: 2793.881592
	Iteration 11Q: 3 clusters Score -472130.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -472218.312500 Penalty: 2793.881592
	Iteration 12Q: 3 clusters Score -472218.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -472297.187500 Penalty: 2793.881592
	Iteration 13Q: 3 clusters Score -472297.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -472371.812500 Penalty: 2793.881592
	Iteration 14Q: 3 clusters Score -472371.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -472429.218750 Penalty: 2793.881592
	Iteration 15Q: 3 clusters Score -472429.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -472468.406250 Penalty: 2793.881592
	Iteration 16Q: 3 clusters Score -472468.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -472496.718750 Penalty: 2793.881592
	Iteration 17Q: 3 clusters Score -472496.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -472524.875000 Penalty: 2793.881592
	Iteration 18Q: 3 clusters Score -472524.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -472539.406250 Penalty: 2793.881592
	Iteration 19Q: 3 clusters Score -472539.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -472555.125000 Penalty: 2793.881592
	Iteration 20F: 3 clusters Score -472555.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -472563.406250 Penalty: 2793.881592
	Iteration 21Q: 3 clusters Score -472563.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -472570.687500 Penalty: 2793.881592
	Iteration 22Q: 3 clusters Score -472570.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -472579.625000 Penalty: 2793.881592
	Iteration 23Q: 3 clusters Score -472579.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -472590.000000 Penalty: 2793.881592
	Iteration 24Q: 3 clusters Score -472590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -472596.656250 Penalty: 2793.881592
	Iteration 25Q: 3 clusters Score -472596.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -472605.593750 Penalty: 2793.881592
	Iteration 26Q: 3 clusters Score -472605.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -472612.437500 Penalty: 2793.881592
	Iteration 27Q: 3 clusters Score -472612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -472621.343750 Penalty: 2793.881592
	Iteration 28Q: 3 clusters Score -472621.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -472628.625000 Penalty: 2793.881592
	Iteration 29Q: 3 clusters Score -472628.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -472635.906250 Penalty: 2793.881592
	Iteration 30Q: 3 clusters Score -472635.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -472644.281250 Penalty: 2793.881592
	Iteration 31Q: 3 clusters Score -472644.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -472652.500000 Penalty: 2793.881592
	Iteration 32Q: 3 clusters Score -472652.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -472660.718750 Penalty: 2793.881592
	Iteration 33Q: 3 clusters Score -472660.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -472668.468750 Penalty: 2793.881592
	Iteration 34Q: 3 clusters Score -472668.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -472675.375000 Penalty: 2793.881592
	Iteration 35Q: 3 clusters Score -472675.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -472681.812500 Penalty: 2793.881592
	Iteration 36Q: 3 clusters Score -472681.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -472691.906250 Penalty: 2793.881592
	Iteration 37Q: 3 clusters Score -472691.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -472702.406250 Penalty: 2793.881592
	Iteration 38Q: 3 clusters Score -472702.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -472709.250000 Penalty: 2793.881592
	Iteration 39Q: 3 clusters Score -472709.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -472716.218750 Penalty: 2793.881592
	Iteration 40F: 3 clusters Score -472716.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -472723.218750 Penalty: 2793.881592
	Iteration 41Q: 3 clusters Score -472723.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -472735.062500 Penalty: 2793.881592
	Iteration 42Q: 3 clusters Score -472735.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -472747.937500 Penalty: 2793.881592
	Iteration 43Q: 3 clusters Score -472747.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -472759.625000 Penalty: 2793.881592
	Iteration 44Q: 3 clusters Score -472759.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -472770.625000 Penalty: 2793.881592
	Iteration 45Q: 3 clusters Score -472770.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -472779.187500 Penalty: 2793.881592
	Iteration 46Q: 3 clusters Score -472779.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -472786.375000 Penalty: 2793.881592
	Iteration 47Q: 3 clusters Score -472786.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -472796.281250 Penalty: 2793.881592
	Iteration 48Q: 3 clusters Score -472796.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -472808.562500 Penalty: 2793.881592
	Iteration 49Q: 3 clusters Score -472808.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -472817.812500 Penalty: 2793.881592
	Iteration 50Q: 3 clusters Score -472817.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -472824.000000 Penalty: 2793.881592
	Iteration 51Q: 3 clusters Score -472824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -472827.093750 Penalty: 2793.881592
	Iteration 52Q: 3 clusters Score -472827.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -472831.968750 Penalty: 2793.881592
	Iteration 53Q: 3 clusters Score -472832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -472837.937500 Penalty: 2793.881592
	Iteration 54Q: 3 clusters Score -472837.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -472846.906250 Penalty: 2793.881592
	Iteration 55Q: 3 clusters Score -472846.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -472859.625000 Penalty: 2793.881592
	Iteration 56Q: 3 clusters Score -472859.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -472871.187500 Penalty: 2793.881592
	Iteration 57Q: 3 clusters Score -472871.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -472882.250000 Penalty: 2793.881592
	Iteration 58Q: 3 clusters Score -472882.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -472889.250000 Penalty: 2793.881592
	Iteration 59Q: 3 clusters Score -472889.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -472896.218750 Penalty: 2793.881592
	Iteration 60F: 3 clusters Score -472896.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -472898.937500 Penalty: 2793.881592
	Iteration 61Q: 3 clusters Score -472898.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -472902.281250 Penalty: 2793.881592
	Iteration 62Q: 3 clusters Score -472902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -472905.750000 Penalty: 2793.881592
	Iteration 63Q: 3 clusters Score -472905.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -472909.125000 Penalty: 2793.881592
	Iteration 64Q: 3 clusters Score -472909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -472911.531250 Penalty: 2793.881592
	Iteration 65Q: 3 clusters Score -472911.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -472914.031250 Penalty: 2793.881592
	Iteration 66Q: 3 clusters Score -472914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -472916.875000 Penalty: 2793.881592
	Iteration 67Q: 3 clusters Score -472916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -472919.125000 Penalty: 2793.881592
	Iteration 68Q: 3 clusters Score -472919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -472920.500000 Penalty: 2793.881592
	Iteration 69Q: 3 clusters Score -472920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -472922.156250 Penalty: 2793.881592
	Iteration 70Q: 3 clusters Score -472922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -472923.093750 Penalty: 2793.881592
	Iteration 71Q: 3 clusters Score -472923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -472924.093750 Penalty: 2793.881592
	Iteration 72Q: 3 clusters Score -472924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -472925.593750 Penalty: 2793.881592
	Iteration 73Q: 3 clusters Score -472925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -472925.875000 Penalty: 2793.881592
	Iteration 74Q: 3 clusters Score -472925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -472925.906250 Penalty: 2793.881592
	Iteration 75Q: 3 clusters Score -472925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -472925.906250 Penalty: 2793.881592
	Iteration 76F: 3 clusters Score -472925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (125661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125661 members 
Entering Unmasked Estep 
Score: -11852056.000000 Penalty: 1907.968262
	Iteration 0F: 2 clusters Score -1.185206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -11767586.000000 Penalty: 3815.936523
	Iteration 0F: 3 clusters Score -1.176759e+07 nChanged 60432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -11803870.000000 Penalty: 3815.936523
	Iteration 1F: 3 clusters Score -1.180387e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -11806031.000000 Penalty: 3815.936523
	Iteration 2Q: 3 clusters Score -1.180603e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -11809613.000000 Penalty: 3815.936523
	Iteration 3F: 3 clusters Score -1.180961e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -11815825.000000 Penalty: 3815.936523
	Iteration 4F: 3 clusters Score -1.181582e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -11824511.000000 Penalty: 3815.936523
	Iteration 5F: 3 clusters Score -1.182451e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -11834655.000000 Penalty: 3815.936523
	Iteration 6F: 3 clusters Score -1.183466e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -11842515.000000 Penalty: 3815.936523
	Iteration 7F: 3 clusters Score -1.184252e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -11846666.000000 Penalty: 3815.936523
	Iteration 8Q: 3 clusters Score -1.184667e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121740 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -11848545.000000 Penalty: 3815.936523
	Iteration 9Q: 3 clusters Score -1.184854e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -11849420.000000 Penalty: 3815.936523
	Iteration 10Q: 3 clusters Score -1.184942e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -11849854.000000 Penalty: 3815.936523
	Iteration 11Q: 3 clusters Score -1.184985e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123632 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -11850081.000000 Penalty: 3815.936523
	Iteration 12Q: 3 clusters Score -1.185008e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123876 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11850210.000000 Penalty: 3815.936523
	Iteration 13Q: 3 clusters Score -1.185021e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124029 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -11850259.000000 Penalty: 3815.936523
	Iteration 14Q: 3 clusters Score -1.185026e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124150 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11850299.000000 Penalty: 3815.936523
	Iteration 15Q: 3 clusters Score -1.18503e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11850343.000000 Penalty: 3815.936523
	Iteration 16Q: 3 clusters Score -1.185034e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124328 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11850381.000000 Penalty: 3815.936523
	Iteration 17Q: 3 clusters Score -1.185038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124380 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11850401.000000 Penalty: 3815.936523
	Iteration 18Q: 3 clusters Score -1.18504e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124422 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11850415.000000 Penalty: 3815.936523
	Iteration 19Q: 3 clusters Score -1.185042e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124455 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11850437.000000 Penalty: 3815.936523
	Iteration 20F: 3 clusters Score -1.185044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124481 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -11850454.000000 Penalty: 3815.936523
	Iteration 21Q: 3 clusters Score -1.185045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124494 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11850460.000000 Penalty: 3815.936523
	Iteration 22Q: 3 clusters Score -1.185046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11850457.000000 Penalty: 3815.936523
	Iteration 23Q: 3 clusters Score -1.185046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124521 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11850473.000000 Penalty: 3815.936523
	Iteration 24Q: 3 clusters Score -1.185047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124537 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11850481.000000 Penalty: 3815.936523
	Iteration 25Q: 3 clusters Score -1.185048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11850483.000000 Penalty: 3815.936523
	Iteration 26Q: 3 clusters Score -1.185048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124549 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11850493.000000 Penalty: 3815.936523
	Iteration 27Q: 3 clusters Score -1.185049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11850495.000000 Penalty: 3815.936523
	Iteration 28Q: 3 clusters Score -1.18505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124561 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11850505.000000 Penalty: 3815.936523
	Iteration 29Q: 3 clusters Score -1.18505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11850512.000000 Penalty: 3815.936523
	Iteration 30Q: 3 clusters Score -1.185051e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124582 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11850517.000000 Penalty: 3815.936523
	Iteration 31Q: 3 clusters Score -1.185052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11850519.000000 Penalty: 3815.936523
	Iteration 32Q: 3 clusters Score -1.185052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11850519.000000 Penalty: 3815.936523
	Iteration 33Q: 3 clusters Score -1.185052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124595 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11850516.000000 Penalty: 3815.936523
	Iteration 34Q: 3 clusters Score -1.185052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11850516.000000 Penalty: 3815.936523
	Iteration 35Q: 3 clusters Score -1.185052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11850519.000000 Penalty: 3815.936523
	Iteration 36Q: 3 clusters Score -1.185052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124604 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11850518.000000 Penalty: 3815.936523
	Iteration 37Q: 3 clusters Score -1.185052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124608 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11850519.000000 Penalty: 3815.936523
	Iteration 38Q: 3 clusters Score -1.185052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11850522.000000 Penalty: 3815.936523
	Iteration 39Q: 3 clusters Score -1.185052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124613 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11850526.000000 Penalty: 3815.936523
	Iteration 40F: 3 clusters Score -1.185053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11850522.000000 Penalty: 3815.936523
	Iteration 41Q: 3 clusters Score -1.185052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11850528.000000 Penalty: 3815.936523
	Iteration 42Q: 3 clusters Score -1.185053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11850524.000000 Penalty: 3815.936523
	Iteration 43Q: 3 clusters Score -1.185052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11850520.000000 Penalty: 3815.936523
	Iteration 44Q: 3 clusters Score -1.185052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11850520.000000 Penalty: 3815.936523
	Iteration 45F: 3 clusters Score -1.185052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -560664.375000 Penalty: 1417.154419
	Iteration 0F: 2 clusters Score -560664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -555967.562500 Penalty: 2834.308838
	Iteration 0F: 3 clusters Score -555967.6 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -557325.375000 Penalty: 2834.308838
	Iteration 1F: 3 clusters Score -557325.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -557516.812500 Penalty: 2834.308838
	Iteration 2F: 3 clusters Score -557516.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -557662.375000 Penalty: 2834.308838
	Iteration 3F: 3 clusters Score -557662.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -557769.812500 Penalty: 2834.308838
	Iteration 4Q: 3 clusters Score -557769.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -557849.375000 Penalty: 2834.308838
	Iteration 5Q: 3 clusters Score -557849.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -557915.312500 Penalty: 2834.308838
	Iteration 6Q: 3 clusters Score -557915.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -557986.125000 Penalty: 2834.308838
	Iteration 7Q: 3 clusters Score -557986.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -558062.500000 Penalty: 2834.308838
	Iteration 8Q: 3 clusters Score -558062.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -558146.875000 Penalty: 2834.308838
	Iteration 9Q: 3 clusters Score -558146.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -558255.750000 Penalty: 2834.308838
	Iteration 10Q: 3 clusters Score -558255.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -558384.750000 Penalty: 2834.308838
	Iteration 11Q: 3 clusters Score -558384.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -558555.312500 Penalty: 2834.308838
	Iteration 12Q: 3 clusters Score -558555.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -558727.437500 Penalty: 2834.308838
	Iteration 13Q: 3 clusters Score -558727.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -558909.312500 Penalty: 2834.308838
	Iteration 14Q: 3 clusters Score -558909.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -559049.750000 Penalty: 2834.308838
	Iteration 15Q: 3 clusters Score -559049.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -559133.250000 Penalty: 2834.308838
	Iteration 16Q: 3 clusters Score -559133.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -559211.000000 Penalty: 2834.308838
	Iteration 17Q: 3 clusters Score -559211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -559270.062500 Penalty: 2834.308838
	Iteration 18Q: 3 clusters Score -559270.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -559319.375000 Penalty: 2834.308838
	Iteration 19Q: 3 clusters Score -559319.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -559357.500000 Penalty: 2834.308838
	Iteration 20F: 3 clusters Score -559357.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -559389.937500 Penalty: 2834.308838
	Iteration 21Q: 3 clusters Score -559389.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -559405.875000 Penalty: 2834.308838
	Iteration 22Q: 3 clusters Score -559405.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -559418.812500 Penalty: 2834.308838
	Iteration 23Q: 3 clusters Score -559418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -559429.937500 Penalty: 2834.308838
	Iteration 24Q: 3 clusters Score -559429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -559439.375000 Penalty: 2834.308838
	Iteration 25Q: 3 clusters Score -559439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -559450.875000 Penalty: 2834.308838
	Iteration 26Q: 3 clusters Score -559450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -559460.312500 Penalty: 2834.308838
	Iteration 27Q: 3 clusters Score -559460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -559465.562500 Penalty: 2834.308838
	Iteration 28Q: 3 clusters Score -559465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -559470.937500 Penalty: 2834.308838
	Iteration 29Q: 3 clusters Score -559470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -559474.375000 Penalty: 2834.308838
	Iteration 30Q: 3 clusters Score -559474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -559475.500000 Penalty: 2834.308838
	Iteration 31Q: 3 clusters Score -559475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -559475.937500 Penalty: 2834.308838
	Iteration 32Q: 3 clusters Score -559475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -559477.625000 Penalty: 2834.308838
	Iteration 33Q: 3 clusters Score -559477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -559480.125000 Penalty: 2834.308838
	Iteration 34Q: 3 clusters Score -559480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -559481.812500 Penalty: 2834.308838
	Iteration 35Q: 3 clusters Score -559481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -559484.187500 Penalty: 2834.308838
	Iteration 36Q: 3 clusters Score -559484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -559486.437500 Penalty: 2834.308838
	Iteration 37Q: 3 clusters Score -559486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -559489.562500 Penalty: 2834.308838
	Iteration 38Q: 3 clusters Score -559489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -559489.562500 Penalty: 2834.308838
	Iteration 39F: 3 clusters Score -559489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 47557 members 
Mstep: Class 5 contains 8188 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41490 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 166456 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 18 contains 5283 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71455 members 
Mstep: Class 22 contains 1790 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5413 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593448.000000 Penalty: 56047.933594
Iteration 199Q: 27 clusters Score -5.159345e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 47557 members 
Mstep: Class 5 contains 8143 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41488 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 166493 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71453 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5429 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593456.000000 Penalty: 56047.933594
Iteration 200F: 27 clusters Score -5.159346e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6489 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 47558 members 
Mstep: Class 5 contains 8102 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 166524 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71453 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5437 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593552.000000 Penalty: 56047.933594
Iteration 201Q: 27 clusters Score -5.159355e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 47561 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 16985 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41482 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 166561 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71454 members 
Mstep: Class 22 contains 1805 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5439 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593560.000000 Penalty: 56047.933594
Iteration 202Q: 27 clusters Score -5.159356e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 47563 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 166593 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5705 members 
Mstep: Class 18 contains 5273 members 
Mstep: Class 19 contains 4591 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71448 members 
Mstep: Class 22 contains 1808 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 125660 members 
Mstep: Class 27 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593552.000000 Penalty: 56047.933594
Iteration 203Q: 27 clusters Score -5.159355e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 47561 members 
Mstep: Class 5 contains 7998 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41486 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 166622 members 
Mstep: Class 14 contains 2180 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71447 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5456 members 
Mstep: Class 26 contains 125660 members 
Mstep: Class 27 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593504.000000 Penalty: 56047.933594
Iteration 204Q: 27 clusters Score -5.15935e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 47562 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 166644 members 
Mstep: Class 14 contains 2180 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71446 members 
Mstep: Class 22 contains 1818 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5464 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593560.000000 Penalty: 56047.933594
Iteration 205Q: 27 clusters Score -5.159356e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 47562 members 
Mstep: Class 5 contains 7933 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 166665 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5709 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71447 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5478 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593528.000000 Penalty: 56047.933594
Iteration 206Q: 27 clusters Score -5.159353e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 47562 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5422 members 
Mstep: Class 13 contains 166695 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5714 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 71446 members 
Mstep: Class 22 contains 1826 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5490 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593584.000000 Penalty: 56047.933594
Iteration 207Q: 27 clusters Score -5.159358e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 47562 members 
Mstep: Class 5 contains 7866 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5419 members 
Mstep: Class 13 contains 166721 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71442 members 
Mstep: Class 22 contains 1825 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593744.000000 Penalty: 56047.933594
Iteration 208Q: 27 clusters Score -5.159374e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 47559 members 
Mstep: Class 5 contains 7847 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 166738 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 71440 members 
Mstep: Class 22 contains 1825 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5509 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593684.000000 Penalty: 56047.933594
Iteration 209Q: 27 clusters Score -5.159368e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 47559 members 
Mstep: Class 5 contains 7825 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5410 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71440 members 
Mstep: Class 22 contains 1826 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593664.000000 Penalty: 56047.933594
Iteration 210Q: 27 clusters Score -5.159366e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6463 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47559 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 166762 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71439 members 
Mstep: Class 22 contains 1826 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5530 members 
Mstep: Class 26 contains 125661 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593532.000000 Penalty: 56047.933594
Iteration 211Q: 27 clusters Score -5.159353e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47560 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5398 members 
Mstep: Class 13 contains 166772 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71439 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5537 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593636.000000 Penalty: 56047.933594
Iteration 212Q: 27 clusters Score -5.159364e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6461 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 47560 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5395 members 
Mstep: Class 13 contains 166795 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71438 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 2724 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5538 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593624.000000 Penalty: 56047.933594
Iteration 213Q: 27 clusters Score -5.159362e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 47561 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 166811 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71437 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5542 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593600.000000 Penalty: 56047.933594
Iteration 214Q: 27 clusters Score -5.15936e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 47561 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 166835 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71436 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5547 members 
Mstep: Class 26 contains 125662 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593728.000000 Penalty: 56047.933594
Iteration 215Q: 27 clusters Score -5.159373e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6453 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 47564 members 
Mstep: Class 5 contains 7713 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41472 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 166848 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 4594 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71436 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5556 members 
Mstep: Class 26 contains 125658 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593716.000000 Penalty: 56047.933594
Iteration 216Q: 27 clusters Score -5.159372e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 47565 members 
Mstep: Class 5 contains 7694 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 166865 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71435 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5565 members 
Mstep: Class 26 contains 125655 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593732.000000 Penalty: 56047.933594
Iteration 217Q: 27 clusters Score -5.159373e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6448 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 47565 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41469 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 166877 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71432 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5568 members 
Mstep: Class 26 contains 125655 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593672.000000 Penalty: 56047.933594
Iteration 218Q: 27 clusters Score -5.159367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 47565 members 
Mstep: Class 5 contains 7673 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41471 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 166895 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71430 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 125655 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593696.000000 Penalty: 56047.933594
Iteration 219Q: 27 clusters Score -5.15937e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 47565 members 
Mstep: Class 5 contains 7654 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41473 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 166914 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71430 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5576 members 
Mstep: Class 26 contains 125655 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593700.000000 Penalty: 56047.933594
Iteration 220F: 27 clusters Score -5.15937e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 47566 members 
Mstep: Class 5 contains 7637 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 166921 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71427 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5583 members 
Mstep: Class 26 contains 125655 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593688.000000 Penalty: 56047.933594
Iteration 221Q: 27 clusters Score -5.159369e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 47569 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5356 members 
Mstep: Class 13 contains 166937 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71426 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5587 members 
Mstep: Class 26 contains 125655 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593664.000000 Penalty: 56047.933594
Iteration 222Q: 27 clusters Score -5.159366e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 47572 members 
Mstep: Class 5 contains 7593 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41479 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 166957 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4595 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71424 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5594 members 
Mstep: Class 26 contains 125655 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593632.000000 Penalty: 56047.933594
Iteration 223Q: 27 clusters Score -5.159363e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6427 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 47575 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22324 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 166975 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4595 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 21 contains 71422 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 125655 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593656.000000 Penalty: 56047.933594
Iteration 224Q: 27 clusters Score -5.159366e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 47577 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5352 members 
Mstep: Class 13 contains 166992 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 71421 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5604 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593648.000000 Penalty: 56047.933594
Iteration 225Q: 27 clusters Score -5.159365e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 47578 members 
Mstep: Class 5 contains 7551 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 167005 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 71421 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5607 members 
Mstep: Class 26 contains 125651 members 
Mstep: Class 27 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593716.000000 Penalty: 56047.933594
Iteration 226Q: 27 clusters Score -5.159372e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 47577 members 
Mstep: Class 5 contains 7529 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 167023 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 71420 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5614 members 
Mstep: Class 26 contains 125651 members 
Mstep: Class 27 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593644.000000 Penalty: 56047.933594
Iteration 227Q: 27 clusters Score -5.159364e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6404 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 47580 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 22322 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41483 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 167039 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 71417 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5619 members 
Mstep: Class 26 contains 125651 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593604.000000 Penalty: 56047.933594
Iteration 228Q: 27 clusters Score -5.15936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 47583 members 
Mstep: Class 5 contains 7491 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41483 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 167059 members 
Mstep: Class 14 contains 2180 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 71415 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 125652 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593704.000000 Penalty: 56047.933594
Iteration 229Q: 27 clusters Score -5.15937e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 47586 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 16981 members 
Mstep: Class 7 contains 22321 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 167083 members 
Mstep: Class 14 contains 2180 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 71412 members 
Mstep: Class 22 contains 1839 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5634 members 
Mstep: Class 26 contains 125652 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593768.000000 Penalty: 56047.933594
Iteration 230Q: 27 clusters Score -5.159377e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 47589 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 16979 members 
Mstep: Class 7 contains 22320 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 167112 members 
Mstep: Class 14 contains 2181 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5747 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 71412 members 
Mstep: Class 22 contains 1839 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5640 members 
Mstep: Class 26 contains 125652 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593708.000000 Penalty: 56047.933594
Iteration 231Q: 27 clusters Score -5.159371e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6371 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 47592 members 
Mstep: Class 5 contains 7428 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 167133 members 
Mstep: Class 14 contains 2180 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 71412 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5642 members 
Mstep: Class 26 contains 125652 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593712.000000 Penalty: 56047.933594
Iteration 232Q: 27 clusters Score -5.159371e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6364 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 47599 members 
Mstep: Class 5 contains 7412 members 
Mstep: Class 6 contains 16973 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 167145 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71411 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5644 members 
Mstep: Class 26 contains 125652 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593744.000000 Penalty: 56047.933594
Iteration 233Q: 27 clusters Score -5.159374e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6358 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 47602 members 
Mstep: Class 5 contains 7393 members 
Mstep: Class 6 contains 16970 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41487 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 167168 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71409 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5643 members 
Mstep: Class 26 contains 125652 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593728.000000 Penalty: 56047.933594
Iteration 234Q: 27 clusters Score -5.159373e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6353 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 47605 members 
Mstep: Class 5 contains 7371 members 
Mstep: Class 6 contains 16969 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41486 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 167192 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71406 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5647 members 
Mstep: Class 26 contains 125652 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593728.000000 Penalty: 56047.933594
Iteration 235Q: 27 clusters Score -5.159373e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47607 members 
Mstep: Class 5 contains 7346 members 
Mstep: Class 6 contains 16968 members 
Mstep: Class 7 contains 22319 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5345 members 
Mstep: Class 13 contains 167218 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71406 members 
Mstep: Class 22 contains 1853 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 125652 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593768.000000 Penalty: 56047.933594
Iteration 236Q: 27 clusters Score -5.159377e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6330 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 47609 members 
Mstep: Class 5 contains 7328 members 
Mstep: Class 6 contains 16965 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41482 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 167247 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71405 members 
Mstep: Class 22 contains 1857 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593776.000000 Penalty: 56047.933594
Iteration 237Q: 27 clusters Score -5.159378e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6322 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 47609 members 
Mstep: Class 5 contains 7311 members 
Mstep: Class 6 contains 16959 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167275 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71404 members 
Mstep: Class 22 contains 1862 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593796.000000 Penalty: 56047.933594
Iteration 238Q: 27 clusters Score -5.15938e+07 nChanged 45
Entering ConstructFrom: 
Score: -51593796.000000 Penalty: 56047.933594
Entering ConstructFrom: 
Trying to split cluster 1 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -419320.062500 Penalty: 1370.458984
	Iteration 0F: 2 clusters Score -419320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -415576.843750 Penalty: 2740.917969
	Iteration 0F: 3 clusters Score -415576.8 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -416578.968750 Penalty: 2740.917969
	Iteration 1F: 3 clusters Score -416579 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -416728.500000 Penalty: 2740.917969
	Iteration 2F: 3 clusters Score -416728.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -416840.125000 Penalty: 2740.917969
	Iteration 3Q: 3 clusters Score -416840.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -416920.843750 Penalty: 2740.917969
	Iteration 4Q: 3 clusters Score -416920.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -416981.093750 Penalty: 2740.917969
	Iteration 5Q: 3 clusters Score -416981.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -417044.531250 Penalty: 2740.917969
	Iteration 6Q: 3 clusters Score -417044.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -417096.593750 Penalty: 2740.917969
	Iteration 7Q: 3 clusters Score -417096.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -417137.968750 Penalty: 2740.917969
	Iteration 8Q: 3 clusters Score -417138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -417175.718750 Penalty: 2740.917969
	Iteration 9Q: 3 clusters Score -417175.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -417220.625000 Penalty: 2740.917969
	Iteration 10Q: 3 clusters Score -417220.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -417262.218750 Penalty: 2740.917969
	Iteration 11Q: 3 clusters Score -417262.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -417297.937500 Penalty: 2740.917969
	Iteration 12Q: 3 clusters Score -417297.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -417334.718750 Penalty: 2740.917969
	Iteration 13Q: 3 clusters Score -417334.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -417366.125000 Penalty: 2740.917969
	Iteration 14Q: 3 clusters Score -417366.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -417394.562500 Penalty: 2740.917969
	Iteration 15Q: 3 clusters Score -417394.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -417416.000000 Penalty: 2740.917969
	Iteration 16Q: 3 clusters Score -417416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -417438.062500 Penalty: 2740.917969
	Iteration 17Q: 3 clusters Score -417438.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -417459.281250 Penalty: 2740.917969
	Iteration 18Q: 3 clusters Score -417459.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -417483.343750 Penalty: 2740.917969
	Iteration 19Q: 3 clusters Score -417483.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -417510.593750 Penalty: 2740.917969
	Iteration 20F: 3 clusters Score -417510.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -417539.093750 Penalty: 2740.917969
	Iteration 21Q: 3 clusters Score -417539.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -417569.000000 Penalty: 2740.917969
	Iteration 22Q: 3 clusters Score -417569 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -417602.343750 Penalty: 2740.917969
	Iteration 23Q: 3 clusters Score -417602.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -417640.125000 Penalty: 2740.917969
	Iteration 24Q: 3 clusters Score -417640.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -417678.031250 Penalty: 2740.917969
	Iteration 25Q: 3 clusters Score -417678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -417713.281250 Penalty: 2740.917969
	Iteration 26Q: 3 clusters Score -417713.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -417765.968750 Penalty: 2740.917969
	Iteration 27Q: 3 clusters Score -417766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -417808.500000 Penalty: 2740.917969
	Iteration 28Q: 3 clusters Score -417808.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -417842.468750 Penalty: 2740.917969
	Iteration 29Q: 3 clusters Score -417842.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -417880.875000 Penalty: 2740.917969
	Iteration 30Q: 3 clusters Score -417880.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -417915.843750 Penalty: 2740.917969
	Iteration 31Q: 3 clusters Score -417915.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -417967.375000 Penalty: 2740.917969
	Iteration 32Q: 3 clusters Score -417967.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -418015.500000 Penalty: 2740.917969
	Iteration 33Q: 3 clusters Score -418015.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -418046.718750 Penalty: 2740.917969
	Iteration 34Q: 3 clusters Score -418046.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -418074.156250 Penalty: 2740.917969
	Iteration 35Q: 3 clusters Score -418074.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -418099.156250 Penalty: 2740.917969
	Iteration 36Q: 3 clusters Score -418099.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -418112.093750 Penalty: 2740.917969
	Iteration 37Q: 3 clusters Score -418112.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -418126.468750 Penalty: 2740.917969
	Iteration 38Q: 3 clusters Score -418126.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -418138.343750 Penalty: 2740.917969
	Iteration 39Q: 3 clusters Score -418138.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -418144.750000 Penalty: 2740.917969
	Iteration 40F: 3 clusters Score -418144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -418146.781250 Penalty: 2740.917969
	Iteration 41Q: 3 clusters Score -418146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -418146.781250 Penalty: 2740.917969
	Iteration 42F: 3 clusters Score -418146.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Entering Unmasked Estep 
Score: -591720.375000 Penalty: 1422.011719
	Iteration 0F: 2 clusters Score -591720.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -586929.625000 Penalty: 2844.023438
	Iteration 0F: 3 clusters Score -586929.6 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -588247.125000 Penalty: 2844.023438
	Iteration 1F: 3 clusters Score -588247.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -588521.062500 Penalty: 2844.023438
	Iteration 2F: 3 clusters Score -588521.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -588739.750000 Penalty: 2844.023438
	Iteration 3F: 3 clusters Score -588739.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -588948.500000 Penalty: 2844.023438
	Iteration 4F: 3 clusters Score -588948.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -589139.562500 Penalty: 2844.023438
	Iteration 5Q: 3 clusters Score -589139.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -589380.062500 Penalty: 2844.023438
	Iteration 6F: 3 clusters Score -589380.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -589632.312500 Penalty: 2844.023438
	Iteration 7F: 3 clusters Score -589632.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -589877.000000 Penalty: 2844.023438
	Iteration 8Q: 3 clusters Score -589877 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -590054.375000 Penalty: 2844.023438
	Iteration 9Q: 3 clusters Score -590054.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -590195.562500 Penalty: 2844.023438
	Iteration 10Q: 3 clusters Score -590195.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -590278.312500 Penalty: 2844.023438
	Iteration 11Q: 3 clusters Score -590278.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -590337.687500 Penalty: 2844.023438
	Iteration 12Q: 3 clusters Score -590337.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -590379.812500 Penalty: 2844.023438
	Iteration 13Q: 3 clusters Score -590379.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -590406.062500 Penalty: 2844.023438
	Iteration 14Q: 3 clusters Score -590406.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -590425.312500 Penalty: 2844.023438
	Iteration 15Q: 3 clusters Score -590425.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -590433.562500 Penalty: 2844.023438
	Iteration 16Q: 3 clusters Score -590433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -590439.000000 Penalty: 2844.023438
	Iteration 17Q: 3 clusters Score -590439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -590449.125000 Penalty: 2844.023438
	Iteration 18Q: 3 clusters Score -590449.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -590461.625000 Penalty: 2844.023438
	Iteration 19Q: 3 clusters Score -590461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -590469.250000 Penalty: 2844.023438
	Iteration 20F: 3 clusters Score -590469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -590475.000000 Penalty: 2844.023438
	Iteration 21Q: 3 clusters Score -590475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -590479.937500 Penalty: 2844.023438
	Iteration 22Q: 3 clusters Score -590479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -590481.312500 Penalty: 2844.023438
	Iteration 23Q: 3 clusters Score -590481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -590482.187500 Penalty: 2844.023438
	Iteration 24Q: 3 clusters Score -590482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -590482.687500 Penalty: 2844.023438
	Iteration 25Q: 3 clusters Score -590482.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -590482.687500 Penalty: 2844.023438
	Iteration 26F: 3 clusters Score -590482.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -200431.140625 Penalty: 1268.521973
	Iteration 0F: 2 clusters Score -200431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -198070.750000 Penalty: 2537.043945
	Iteration 0F: 3 clusters Score -198070.8 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -198611.031250 Penalty: 2537.043945
	Iteration 1F: 3 clusters Score -198611 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -198741.359375 Penalty: 2537.043945
	Iteration 2F: 3 clusters Score -198741.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -198841.796875 Penalty: 2537.043945
	Iteration 3F: 3 clusters Score -198841.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -198952.781250 Penalty: 2537.043945
	Iteration 4Q: 3 clusters Score -198952.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -199123.859375 Penalty: 2537.043945
	Iteration 5F: 3 clusters Score -199123.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -199325.609375 Penalty: 2537.043945
	Iteration 6F: 3 clusters Score -199325.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -199510.500000 Penalty: 2537.043945
	Iteration 7F: 3 clusters Score -199510.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -199677.078125 Penalty: 2537.043945
	Iteration 8F: 3 clusters Score -199677.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -199827.062500 Penalty: 2537.043945
	Iteration 9Q: 3 clusters Score -199827.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -199892.281250 Penalty: 2537.043945
	Iteration 10Q: 3 clusters Score -199892.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -199934.359375 Penalty: 2537.043945
	Iteration 11Q: 3 clusters Score -199934.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -199956.046875 Penalty: 2537.043945
	Iteration 12Q: 3 clusters Score -199956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -199978.140625 Penalty: 2537.043945
	Iteration 13Q: 3 clusters Score -199978.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -199998.078125 Penalty: 2537.043945
	Iteration 14Q: 3 clusters Score -199998.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -200010.750000 Penalty: 2537.043945
	Iteration 15Q: 3 clusters Score -200010.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -200023.359375 Penalty: 2537.043945
	Iteration 16Q: 3 clusters Score -200023.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200030.296875 Penalty: 2537.043945
	Iteration 17Q: 3 clusters Score -200030.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200034.421875 Penalty: 2537.043945
	Iteration 18Q: 3 clusters Score -200034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -200036.296875 Penalty: 2537.043945
	Iteration 19Q: 3 clusters Score -200036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -200036.937500 Penalty: 2537.043945
	Iteration 20F: 3 clusters Score -200036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -200038.000000 Penalty: 2537.043945
	Iteration 21Q: 3 clusters Score -200038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -200038.718750 Penalty: 2537.043945
	Iteration 22Q: 3 clusters Score -200038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -200039.250000 Penalty: 2537.043945
	Iteration 23Q: 3 clusters Score -200039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -200039.734375 Penalty: 2537.043945
	Iteration 24Q: 3 clusters Score -200039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -200040.062500 Penalty: 2537.043945
	Iteration 25Q: 3 clusters Score -200040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -200040.062500 Penalty: 2537.043945
	Iteration 26F: 3 clusters Score -200040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Entering Unmasked Estep 
Score: -4428788.000000 Penalty: 1750.251221
	Iteration 0F: 2 clusters Score -4428788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4396779.000000 Penalty: 3500.502441
	Iteration 0F: 3 clusters Score -4396779 nChanged 22438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -4409762.500000 Penalty: 3500.502441
	Iteration 1F: 3 clusters Score -4409762 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -4410393.000000 Penalty: 3500.502441
	Iteration 2Q: 3 clusters Score -4410393 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4411028.500000 Penalty: 3500.502441
	Iteration 3Q: 3 clusters Score -4411028 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4411729.000000 Penalty: 3500.502441
	Iteration 4Q: 3 clusters Score -4411729 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -4412591.000000 Penalty: 3500.502441
	Iteration 5Q: 3 clusters Score -4412591 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4413672.000000 Penalty: 3500.502441
	Iteration 6Q: 3 clusters Score -4413672 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4415061.500000 Penalty: 3500.502441
	Iteration 7Q: 3 clusters Score -4415062 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4416685.000000 Penalty: 3500.502441
	Iteration 8F: 3 clusters Score -4416685 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4418282.500000 Penalty: 3500.502441
	Iteration 9F: 3 clusters Score -4418282 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4419414.500000 Penalty: 3500.502441
	Iteration 10Q: 3 clusters Score -4419414 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4419958.500000 Penalty: 3500.502441
	Iteration 11Q: 3 clusters Score -4419958 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4420253.000000 Penalty: 3500.502441
	Iteration 12Q: 3 clusters Score -4420253 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4420503.500000 Penalty: 3500.502441
	Iteration 13Q: 3 clusters Score -4420504 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -4420721.000000 Penalty: 3500.502441
	Iteration 14Q: 3 clusters Score -4420721 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4420968.000000 Penalty: 3500.502441
	Iteration 15Q: 3 clusters Score -4420968 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4421260.000000 Penalty: 3500.502441
	Iteration 16Q: 3 clusters Score -4421260 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4421549.500000 Penalty: 3500.502441
	Iteration 17Q: 3 clusters Score -4421550 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4421899.000000 Penalty: 3500.502441
	Iteration 18Q: 3 clusters Score -4421899 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4422284.000000 Penalty: 3500.502441
	Iteration 19Q: 3 clusters Score -4422284 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4422617.500000 Penalty: 3500.502441
	Iteration 20F: 3 clusters Score -4422618 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -4423001.000000 Penalty: 3500.502441
	Iteration 21Q: 3 clusters Score -4423001 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4423376.000000 Penalty: 3500.502441
	Iteration 22Q: 3 clusters Score -4423376 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -4423751.500000 Penalty: 3500.502441
	Iteration 23Q: 3 clusters Score -4423752 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -4424151.000000 Penalty: 3500.502441
	Iteration 24Q: 3 clusters Score -4424151 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4424522.500000 Penalty: 3500.502441
	Iteration 25Q: 3 clusters Score -4424522 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4424930.000000 Penalty: 3500.502441
	Iteration 26Q: 3 clusters Score -4424930 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4425290.500000 Penalty: 3500.502441
	Iteration 27Q: 3 clusters Score -4425290 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4425652.500000 Penalty: 3500.502441
	Iteration 28Q: 3 clusters Score -4425652 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4426054.000000 Penalty: 3500.502441
	Iteration 29Q: 3 clusters Score -4426054 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4426384.500000 Penalty: 3500.502441
	Iteration 30Q: 3 clusters Score -4426384 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4426619.000000 Penalty: 3500.502441
	Iteration 31Q: 3 clusters Score -4426619 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4426773.500000 Penalty: 3500.502441
	Iteration 32Q: 3 clusters Score -4426774 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4426889.000000 Penalty: 3500.502441
	Iteration 33Q: 3 clusters Score -4426889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4426967.000000 Penalty: 3500.502441
	Iteration 34Q: 3 clusters Score -4426967 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4427024.500000 Penalty: 3500.502441
	Iteration 35Q: 3 clusters Score -4427024 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4427094.000000 Penalty: 3500.502441
	Iteration 36Q: 3 clusters Score -4427094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4427126.000000 Penalty: 3500.502441
	Iteration 37Q: 3 clusters Score -4427126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4427155.000000 Penalty: 3500.502441
	Iteration 38Q: 3 clusters Score -4427155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4427182.000000 Penalty: 3500.502441
	Iteration 39Q: 3 clusters Score -4427182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4427204.500000 Penalty: 3500.502441
	Iteration 40F: 3 clusters Score -4427204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4427219.000000 Penalty: 3500.502441
	Iteration 41Q: 3 clusters Score -4427219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4427235.000000 Penalty: 3500.502441
	Iteration 42Q: 3 clusters Score -4427235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4427265.500000 Penalty: 3500.502441
	Iteration 43Q: 3 clusters Score -4427266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4427280.000000 Penalty: 3500.502441
	Iteration 44Q: 3 clusters Score -4427280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4427287.500000 Penalty: 3500.502441
	Iteration 45Q: 3 clusters Score -4427288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4427293.500000 Penalty: 3500.502441
	Iteration 46Q: 3 clusters Score -4427294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4427295.500000 Penalty: 3500.502441
	Iteration 47Q: 3 clusters Score -4427296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4427297.000000 Penalty: 3500.502441
	Iteration 48Q: 3 clusters Score -4427297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4427302.000000 Penalty: 3500.502441
	Iteration 49Q: 3 clusters Score -4427302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4427301.000000 Penalty: 3500.502441
	Iteration 50Q: 3 clusters Score -4427301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4427305.000000 Penalty: 3500.502441
	Iteration 51Q: 3 clusters Score -4427305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4427305.500000 Penalty: 3500.502441
	Iteration 52Q: 3 clusters Score -4427306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4427304.500000 Penalty: 3500.502441
	Iteration 53Q: 3 clusters Score -4427304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4427301.500000 Penalty: 3500.502441
	Iteration 54Q: 3 clusters Score -4427302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4427302.000000 Penalty: 3500.502441
	Iteration 55Q: 3 clusters Score -4427302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4427303.500000 Penalty: 3500.502441
	Iteration 56Q: 3 clusters Score -4427304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4427303.500000 Penalty: 3500.502441
	Iteration 57F: 3 clusters Score -4427304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Entering Unmasked Estep 
Score: -638988.500000 Penalty: 1445.495239
	Iteration 0F: 2 clusters Score -638988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -633615.562500 Penalty: 2890.990479
	Iteration 0F: 3 clusters Score -633615.6 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -635183.187500 Penalty: 2890.990479
	Iteration 1F: 3 clusters Score -635183.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -635371.500000 Penalty: 2890.990479
	Iteration 2F: 3 clusters Score -635371.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -635521.437500 Penalty: 2890.990479
	Iteration 3Q: 3 clusters Score -635521.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -635636.812500 Penalty: 2890.990479
	Iteration 4Q: 3 clusters Score -635636.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -635751.125000 Penalty: 2890.990479
	Iteration 5Q: 3 clusters Score -635751.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -635856.375000 Penalty: 2890.990479
	Iteration 6Q: 3 clusters Score -635856.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -635967.250000 Penalty: 2890.990479
	Iteration 7Q: 3 clusters Score -635967.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -636088.875000 Penalty: 2890.990479
	Iteration 8Q: 3 clusters Score -636088.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -636217.562500 Penalty: 2890.990479
	Iteration 9Q: 3 clusters Score -636217.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -636344.125000 Penalty: 2890.990479
	Iteration 10Q: 3 clusters Score -636344.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -636514.375000 Penalty: 2890.990479
	Iteration 11Q: 3 clusters Score -636514.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -636723.125000 Penalty: 2890.990479
	Iteration 12Q: 3 clusters Score -636723.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -636919.562500 Penalty: 2890.990479
	Iteration 13Q: 3 clusters Score -636919.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -637103.625000 Penalty: 2890.990479
	Iteration 14Q: 3 clusters Score -637103.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -637277.500000 Penalty: 2890.990479
	Iteration 15Q: 3 clusters Score -637277.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -637405.062500 Penalty: 2890.990479
	Iteration 16Q: 3 clusters Score -637405.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -637517.125000 Penalty: 2890.990479
	Iteration 17Q: 3 clusters Score -637517.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -637610.750000 Penalty: 2890.990479
	Iteration 18Q: 3 clusters Score -637610.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -637699.062500 Penalty: 2890.990479
	Iteration 19Q: 3 clusters Score -637699.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -637774.500000 Penalty: 2890.990479
	Iteration 20F: 3 clusters Score -637774.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -637843.812500 Penalty: 2890.990479
	Iteration 21Q: 3 clusters Score -637843.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -637897.687500 Penalty: 2890.990479
	Iteration 22Q: 3 clusters Score -637897.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -637937.687500 Penalty: 2890.990479
	Iteration 23Q: 3 clusters Score -637937.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -637964.812500 Penalty: 2890.990479
	Iteration 24Q: 3 clusters Score -637964.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -637990.687500 Penalty: 2890.990479
	Iteration 25Q: 3 clusters Score -637990.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -638003.500000 Penalty: 2890.990479
	Iteration 26Q: 3 clusters Score -638003.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -638019.125000 Penalty: 2890.990479
	Iteration 27Q: 3 clusters Score -638019.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -638033.937500 Penalty: 2890.990479
	Iteration 28Q: 3 clusters Score -638033.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -638038.750000 Penalty: 2890.990479
	Iteration 29Q: 3 clusters Score -638038.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -638047.500000 Penalty: 2890.990479
	Iteration 30Q: 3 clusters Score -638047.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -638052.687500 Penalty: 2890.990479
	Iteration 31Q: 3 clusters Score -638052.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -638062.875000 Penalty: 2890.990479
	Iteration 32Q: 3 clusters Score -638062.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -638067.125000 Penalty: 2890.990479
	Iteration 33Q: 3 clusters Score -638067.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -638074.250000 Penalty: 2890.990479
	Iteration 34Q: 3 clusters Score -638074.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -638081.125000 Penalty: 2890.990479
	Iteration 35Q: 3 clusters Score -638081.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -638083.437500 Penalty: 2890.990479
	Iteration 36Q: 3 clusters Score -638083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -638086.562500 Penalty: 2890.990479
	Iteration 37Q: 3 clusters Score -638086.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -638088.625000 Penalty: 2890.990479
	Iteration 38Q: 3 clusters Score -638088.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -638089.625000 Penalty: 2890.990479
	Iteration 39Q: 3 clusters Score -638089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -638089.625000 Penalty: 2890.990479
	Iteration 40F: 3 clusters Score -638089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -638090.437500 Penalty: 2890.990479
	Iteration 41Q: 3 clusters Score -638090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -638090.812500 Penalty: 2890.990479
	Iteration 42Q: 3 clusters Score -638090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -638092.562500 Penalty: 2890.990479
	Iteration 43Q: 3 clusters Score -638092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -638091.937500 Penalty: 2890.990479
	Iteration 44Q: 3 clusters Score -638091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -638093.500000 Penalty: 2890.990479
	Iteration 45Q: 3 clusters Score -638093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -638092.750000 Penalty: 2890.990479
	Iteration 46Q: 3 clusters Score -638092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -638092.750000 Penalty: 2890.990479
	Iteration 47F: 3 clusters Score -638092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Entering Unmasked Estep 
Score: -1521768.375000 Penalty: 1582.486206
	Iteration 0F: 2 clusters Score -1521768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1510002.250000 Penalty: 3164.972412
	Iteration 0F: 3 clusters Score -1510002 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1514384.875000 Penalty: 3164.972412
	Iteration 1F: 3 clusters Score -1514385 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1514956.250000 Penalty: 3164.972412
	Iteration 2F: 3 clusters Score -1514956 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1515613.375000 Penalty: 3164.972412
	Iteration 3F: 3 clusters Score -1515613 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1516328.000000 Penalty: 3164.972412
	Iteration 4F: 3 clusters Score -1516328 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1517051.125000 Penalty: 3164.972412
	Iteration 5F: 3 clusters Score -1517051 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1517760.875000 Penalty: 3164.972412
	Iteration 6F: 3 clusters Score -1517761 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1518442.000000 Penalty: 3164.972412
	Iteration 7Q: 3 clusters Score -1518442 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1519161.375000 Penalty: 3164.972412
	Iteration 8Q: 3 clusters Score -1519161 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1519780.625000 Penalty: 3164.972412
	Iteration 9Q: 3 clusters Score -1519781 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1520159.250000 Penalty: 3164.972412
	Iteration 10Q: 3 clusters Score -1520159 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1520389.500000 Penalty: 3164.972412
	Iteration 11Q: 3 clusters Score -1520390 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1520522.250000 Penalty: 3164.972412
	Iteration 12Q: 3 clusters Score -1520522 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1520626.625000 Penalty: 3164.972412
	Iteration 13Q: 3 clusters Score -1520627 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1520691.750000 Penalty: 3164.972412
	Iteration 14Q: 3 clusters Score -1520692 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1520744.500000 Penalty: 3164.972412
	Iteration 15Q: 3 clusters Score -1520744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1520780.500000 Penalty: 3164.972412
	Iteration 16Q: 3 clusters Score -1520780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1520808.125000 Penalty: 3164.972412
	Iteration 17Q: 3 clusters Score -1520808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1520831.250000 Penalty: 3164.972412
	Iteration 18Q: 3 clusters Score -1520831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1520853.000000 Penalty: 3164.972412
	Iteration 19Q: 3 clusters Score -1520853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1520866.125000 Penalty: 3164.972412
	Iteration 20F: 3 clusters Score -1520866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1520877.500000 Penalty: 3164.972412
	Iteration 21Q: 3 clusters Score -1520878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1520894.500000 Penalty: 3164.972412
	Iteration 22Q: 3 clusters Score -1520894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1520907.875000 Penalty: 3164.972412
	Iteration 23Q: 3 clusters Score -1520908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1520920.375000 Penalty: 3164.972412
	Iteration 24Q: 3 clusters Score -1520920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1520933.750000 Penalty: 3164.972412
	Iteration 25Q: 3 clusters Score -1520934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1520945.625000 Penalty: 3164.972412
	Iteration 26Q: 3 clusters Score -1520946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1520952.875000 Penalty: 3164.972412
	Iteration 27Q: 3 clusters Score -1520953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1520961.750000 Penalty: 3164.972412
	Iteration 28Q: 3 clusters Score -1520962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1520968.625000 Penalty: 3164.972412
	Iteration 29Q: 3 clusters Score -1520969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1520980.250000 Penalty: 3164.972412
	Iteration 30Q: 3 clusters Score -1520980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1520989.375000 Penalty: 3164.972412
	Iteration 31Q: 3 clusters Score -1520989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1520994.375000 Penalty: 3164.972412
	Iteration 32Q: 3 clusters Score -1520994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1521003.250000 Penalty: 3164.972412
	Iteration 33Q: 3 clusters Score -1521003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1521009.125000 Penalty: 3164.972412
	Iteration 34Q: 3 clusters Score -1521009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1521011.250000 Penalty: 3164.972412
	Iteration 35Q: 3 clusters Score -1521011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1521014.625000 Penalty: 3164.972412
	Iteration 36Q: 3 clusters Score -1521015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1521016.250000 Penalty: 3164.972412
	Iteration 37Q: 3 clusters Score -1521016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1521019.250000 Penalty: 3164.972412
	Iteration 38Q: 3 clusters Score -1521019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1521021.375000 Penalty: 3164.972412
	Iteration 39Q: 3 clusters Score -1521021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1521029.125000 Penalty: 3164.972412
	Iteration 40F: 3 clusters Score -1521029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1521034.500000 Penalty: 3164.972412
	Iteration 41Q: 3 clusters Score -1521034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1521045.750000 Penalty: 3164.972412
	Iteration 42Q: 3 clusters Score -1521046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1521045.500000 Penalty: 3164.972412
	Iteration 43Q: 3 clusters Score -1521046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1521048.500000 Penalty: 3164.972412
	Iteration 44Q: 3 clusters Score -1521048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1521049.500000 Penalty: 3164.972412
	Iteration 45Q: 3 clusters Score -1521050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1521050.625000 Penalty: 3164.972412
	Iteration 46Q: 3 clusters Score -1521051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1521051.625000 Penalty: 3164.972412
	Iteration 47Q: 3 clusters Score -1521052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1521050.125000 Penalty: 3164.972412
	Iteration 48Q: 3 clusters Score -1521050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1521051.375000 Penalty: 3164.972412
	Iteration 49Q: 3 clusters Score -1521051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1521053.250000 Penalty: 3164.972412
	Iteration 50Q: 3 clusters Score -1521053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1521052.250000 Penalty: 3164.972412
	Iteration 51Q: 3 clusters Score -1521052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1521052.250000 Penalty: 3164.972412
	Iteration 52F: 3 clusters Score -1521052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Entering Unmasked Estep 
Score: -2125902.750000 Penalty: 1627.136719
	Iteration 0F: 2 clusters Score -2125903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2110739.500000 Penalty: 3254.273438
	Iteration 0F: 3 clusters Score -2110740 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2116412.750000 Penalty: 3254.273438
	Iteration 1F: 3 clusters Score -2116413 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2116764.000000 Penalty: 3254.273438
	Iteration 2Q: 3 clusters Score -2116764 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2117144.750000 Penalty: 3254.273438
	Iteration 3Q: 3 clusters Score -2117145 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2117603.000000 Penalty: 3254.273438
	Iteration 4Q: 3 clusters Score -2117603 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2118243.500000 Penalty: 3254.273438
	Iteration 5F: 3 clusters Score -2118244 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2119103.500000 Penalty: 3254.273438
	Iteration 6F: 3 clusters Score -2119104 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2120249.750000 Penalty: 3254.273438
	Iteration 7F: 3 clusters Score -2120250 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2121639.750000 Penalty: 3254.273438
	Iteration 8F: 3 clusters Score -2121640 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2122827.500000 Penalty: 3254.273438
	Iteration 9F: 3 clusters Score -2122828 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2123678.000000 Penalty: 3254.273438
	Iteration 10Q: 3 clusters Score -2123678 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2124147.750000 Penalty: 3254.273438
	Iteration 11Q: 3 clusters Score -2124148 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2124380.000000 Penalty: 3254.273438
	Iteration 12Q: 3 clusters Score -2124380 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2124496.000000 Penalty: 3254.273438
	Iteration 13Q: 3 clusters Score -2124496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2124553.250000 Penalty: 3254.273438
	Iteration 14Q: 3 clusters Score -2124553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2124596.250000 Penalty: 3254.273438
	Iteration 15Q: 3 clusters Score -2124596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2124621.250000 Penalty: 3254.273438
	Iteration 16Q: 3 clusters Score -2124621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2124629.750000 Penalty: 3254.273438
	Iteration 17Q: 3 clusters Score -2124630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2124641.500000 Penalty: 3254.273438
	Iteration 18Q: 3 clusters Score -2124642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2124648.750000 Penalty: 3254.273438
	Iteration 19Q: 3 clusters Score -2124649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2124649.750000 Penalty: 3254.273438
	Iteration 20F: 3 clusters Score -2124650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2124652.250000 Penalty: 3254.273438
	Iteration 21Q: 3 clusters Score -2124652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2124656.250000 Penalty: 3254.273438
	Iteration 22Q: 3 clusters Score -2124656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2124658.500000 Penalty: 3254.273438
	Iteration 23Q: 3 clusters Score -2124658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2124660.000000 Penalty: 3254.273438
	Iteration 24Q: 3 clusters Score -2124660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2124660.250000 Penalty: 3254.273438
	Iteration 25Q: 3 clusters Score -2124660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2124662.000000 Penalty: 3254.273438
	Iteration 26Q: 3 clusters Score -2124662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2124661.750000 Penalty: 3254.273438
	Iteration 27Q: 3 clusters Score -2124662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2124665.750000 Penalty: 3254.273438
	Iteration 28Q: 3 clusters Score -2124666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2124666.500000 Penalty: 3254.273438
	Iteration 29Q: 3 clusters Score -2124666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2124669.500000 Penalty: 3254.273438
	Iteration 30Q: 3 clusters Score -2124670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2124673.000000 Penalty: 3254.273438
	Iteration 31Q: 3 clusters Score -2124673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2124674.500000 Penalty: 3254.273438
	Iteration 32Q: 3 clusters Score -2124674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2124673.750000 Penalty: 3254.273438
	Iteration 33Q: 3 clusters Score -2124674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2124673.750000 Penalty: 3254.273438
	Iteration 34F: 3 clusters Score -2124674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -130953.007812 Penalty: 1211.767700
	Iteration 0F: 2 clusters Score -130953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -129184.718750 Penalty: 2423.535400
	Iteration 0F: 3 clusters Score -129184.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -129977.781250 Penalty: 2423.535400
	Iteration 1F: 3 clusters Score -129977.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130365.921875 Penalty: 2423.535400
	Iteration 2F: 3 clusters Score -130365.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -130630.226562 Penalty: 2423.535400
	Iteration 3F: 3 clusters Score -130630.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -130771.046875 Penalty: 2423.535400
	Iteration 4F: 3 clusters Score -130771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -130836.687500 Penalty: 2423.535400
	Iteration 5Q: 3 clusters Score -130836.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -130870.000000 Penalty: 2423.535400
	Iteration 6Q: 3 clusters Score -130870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -130896.218750 Penalty: 2423.535400
	Iteration 7Q: 3 clusters Score -130896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -130913.484375 Penalty: 2423.535400
	Iteration 8Q: 3 clusters Score -130913.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -130941.601562 Penalty: 2423.535400
	Iteration 9Q: 3 clusters Score -130941.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130964.835938 Penalty: 2423.535400
	Iteration 10Q: 3 clusters Score -130964.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -130978.101562 Penalty: 2423.535400
	Iteration 11Q: 3 clusters Score -130978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -130983.828125 Penalty: 2423.535400
	Iteration 12Q: 3 clusters Score -130983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -130986.757812 Penalty: 2423.535400
	Iteration 13Q: 3 clusters Score -130986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -130992.156250 Penalty: 2423.535400
	Iteration 14Q: 3 clusters Score -130992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -131001.242188 Penalty: 2423.535400
	Iteration 15Q: 3 clusters Score -131001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -131014.671875 Penalty: 2423.535400
	Iteration 16Q: 3 clusters Score -131014.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -131046.757812 Penalty: 2423.535400
	Iteration 17Q: 3 clusters Score -131046.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -131117.125000 Penalty: 2423.535400
	Iteration 18Q: 3 clusters Score -131117.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -131161.703125 Penalty: 2423.535400
	Iteration 19Q: 3 clusters Score -131161.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131192.250000 Penalty: 2423.535400
	Iteration 20F: 3 clusters Score -131192.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -131201.484375 Penalty: 2423.535400
	Iteration 21Q: 3 clusters Score -131201.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131207.046875 Penalty: 2423.535400
	Iteration 22Q: 3 clusters Score -131207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -131212.312500 Penalty: 2423.535400
	Iteration 23Q: 3 clusters Score -131212.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -131217.140625 Penalty: 2423.535400
	Iteration 24Q: 3 clusters Score -131217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -131222.562500 Penalty: 2423.535400
	Iteration 25Q: 3 clusters Score -131222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -131227.046875 Penalty: 2423.535400
	Iteration 26Q: 3 clusters Score -131227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -131231.515625 Penalty: 2423.535400
	Iteration 27Q: 3 clusters Score -131231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -131233.656250 Penalty: 2423.535400
	Iteration 28Q: 3 clusters Score -131233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -131234.546875 Penalty: 2423.535400
	Iteration 29Q: 3 clusters Score -131234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -131234.546875 Penalty: 2423.535400
	Iteration 30F: 3 clusters Score -131234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6316 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47609 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 16956 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 9 contains 41479 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167298 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 807 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71402 members 
Mstep: Class 22 contains 1864 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
Score: -51593136.000000 Penalty: 58203.625000
Splitting cluster 8 changes total score from -51593796.000000 to -51593136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Entering Unmasked Estep 
Score: -3760911.750000 Penalty: 1727.853149
	Iteration 0F: 2 clusters Score -3760912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3733064.750000 Penalty: 3455.706299
	Iteration 0F: 3 clusters Score -3733065 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3744206.250000 Penalty: 3455.706299
	Iteration 1F: 3 clusters Score -3744206 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3744958.250000 Penalty: 3455.706299
	Iteration 2Q: 3 clusters Score -3744958 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3746137.500000 Penalty: 3455.706299
	Iteration 3F: 3 clusters Score -3746138 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3748106.250000 Penalty: 3455.706299
	Iteration 4F: 3 clusters Score -3748106 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3751104.500000 Penalty: 3455.706299
	Iteration 5F: 3 clusters Score -3751104 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3754471.250000 Penalty: 3455.706299
	Iteration 6F: 3 clusters Score -3754471 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3756965.500000 Penalty: 3455.706299
	Iteration 7F: 3 clusters Score -3756966 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3758234.750000 Penalty: 3455.706299
	Iteration 8Q: 3 clusters Score -3758235 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3758812.250000 Penalty: 3455.706299
	Iteration 9Q: 3 clusters Score -3758812 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3759092.500000 Penalty: 3455.706299
	Iteration 10Q: 3 clusters Score -3759092 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3759227.250000 Penalty: 3455.706299
	Iteration 11Q: 3 clusters Score -3759227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3759280.500000 Penalty: 3455.706299
	Iteration 12Q: 3 clusters Score -3759280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3759309.500000 Penalty: 3455.706299
	Iteration 13Q: 3 clusters Score -3759310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3759351.000000 Penalty: 3455.706299
	Iteration 14Q: 3 clusters Score -3759351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3759375.250000 Penalty: 3455.706299
	Iteration 15Q: 3 clusters Score -3759375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3759390.250000 Penalty: 3455.706299
	Iteration 16Q: 3 clusters Score -3759390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3759402.250000 Penalty: 3455.706299
	Iteration 17Q: 3 clusters Score -3759402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3759413.000000 Penalty: 3455.706299
	Iteration 18Q: 3 clusters Score -3759413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3759416.500000 Penalty: 3455.706299
	Iteration 19Q: 3 clusters Score -3759416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3759426.250000 Penalty: 3455.706299
	Iteration 20F: 3 clusters Score -3759426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3759430.500000 Penalty: 3455.706299
	Iteration 21Q: 3 clusters Score -3759430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3759433.500000 Penalty: 3455.706299
	Iteration 22Q: 3 clusters Score -3759434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3759437.250000 Penalty: 3455.706299
	Iteration 23Q: 3 clusters Score -3759437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3759438.000000 Penalty: 3455.706299
	Iteration 24Q: 3 clusters Score -3759438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3759438.000000 Penalty: 3455.706299
	Iteration 25F: 3 clusters Score -3759438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -202792.343750 Penalty: 1262.455322
	Iteration 0F: 2 clusters Score -202792.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -200457.140625 Penalty: 2524.910645
	Iteration 0F: 3 clusters Score -200457.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -201042.953125 Penalty: 2524.910645
	Iteration 1F: 3 clusters Score -201043 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -201205.281250 Penalty: 2524.910645
	Iteration 2F: 3 clusters Score -201205.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -201310.625000 Penalty: 2524.910645
	Iteration 3F: 3 clusters Score -201310.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -201400.656250 Penalty: 2524.910645
	Iteration 4Q: 3 clusters Score -201400.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -201479.343750 Penalty: 2524.910645
	Iteration 5Q: 3 clusters Score -201479.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -201559.062500 Penalty: 2524.910645
	Iteration 6Q: 3 clusters Score -201559.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -201625.906250 Penalty: 2524.910645
	Iteration 7Q: 3 clusters Score -201625.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -201670.343750 Penalty: 2524.910645
	Iteration 8Q: 3 clusters Score -201670.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -201710.531250 Penalty: 2524.910645
	Iteration 9Q: 3 clusters Score -201710.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -201752.203125 Penalty: 2524.910645
	Iteration 10Q: 3 clusters Score -201752.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -201794.578125 Penalty: 2524.910645
	Iteration 11Q: 3 clusters Score -201794.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -201843.796875 Penalty: 2524.910645
	Iteration 12Q: 3 clusters Score -201843.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -201898.453125 Penalty: 2524.910645
	Iteration 13Q: 3 clusters Score -201898.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -201947.468750 Penalty: 2524.910645
	Iteration 14Q: 3 clusters Score -201947.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -201985.140625 Penalty: 2524.910645
	Iteration 15Q: 3 clusters Score -201985.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -202021.046875 Penalty: 2524.910645
	Iteration 16Q: 3 clusters Score -202021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -202047.750000 Penalty: 2524.910645
	Iteration 17Q: 3 clusters Score -202047.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -202075.421875 Penalty: 2524.910645
	Iteration 18Q: 3 clusters Score -202075.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -202089.828125 Penalty: 2524.910645
	Iteration 19Q: 3 clusters Score -202089.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -202098.578125 Penalty: 2524.910645
	Iteration 20F: 3 clusters Score -202098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -202107.171875 Penalty: 2524.910645
	Iteration 21Q: 3 clusters Score -202107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -202113.359375 Penalty: 2524.910645
	Iteration 22Q: 3 clusters Score -202113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -202116.890625 Penalty: 2524.910645
	Iteration 23Q: 3 clusters Score -202116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -202118.500000 Penalty: 2524.910645
	Iteration 24Q: 3 clusters Score -202118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -202120.031250 Penalty: 2524.910645
	Iteration 25Q: 3 clusters Score -202120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -202120.125000 Penalty: 2524.910645
	Iteration 26Q: 3 clusters Score -202120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -202121.250000 Penalty: 2524.910645
	Iteration 27Q: 3 clusters Score -202121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -202122.406250 Penalty: 2524.910645
	Iteration 28Q: 3 clusters Score -202122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -202122.406250 Penalty: 2524.910645
	Iteration 29Q: 3 clusters Score -202122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -202122.406250 Penalty: 2524.910645
	Iteration 30F: 3 clusters Score -202122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -173778.812500 Penalty: 1243.229736
	Iteration 0F: 2 clusters Score -173778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -171640.578125 Penalty: 2486.459473
	Iteration 0F: 3 clusters Score -171640.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -172115.562500 Penalty: 2486.459473
	Iteration 1F: 3 clusters Score -172115.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -172274.093750 Penalty: 2486.459473
	Iteration 2F: 3 clusters Score -172274.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -172380.234375 Penalty: 2486.459473
	Iteration 3F: 3 clusters Score -172380.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172440.171875 Penalty: 2486.459473
	Iteration 4Q: 3 clusters Score -172440.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -172494.765625 Penalty: 2486.459473
	Iteration 5Q: 3 clusters Score -172494.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -172566.578125 Penalty: 2486.459473
	Iteration 6Q: 3 clusters Score -172566.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -172613.109375 Penalty: 2486.459473
	Iteration 7Q: 3 clusters Score -172613.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -172670.000000 Penalty: 2486.459473
	Iteration 8Q: 3 clusters Score -172670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -172755.468750 Penalty: 2486.459473
	Iteration 9Q: 3 clusters Score -172755.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -172883.296875 Penalty: 2486.459473
	Iteration 10Q: 3 clusters Score -172883.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -173006.781250 Penalty: 2486.459473
	Iteration 11Q: 3 clusters Score -173006.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -173110.281250 Penalty: 2486.459473
	Iteration 12Q: 3 clusters Score -173110.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173189.250000 Penalty: 2486.459473
	Iteration 13Q: 3 clusters Score -173189.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173260.875000 Penalty: 2486.459473
	Iteration 14Q: 3 clusters Score -173260.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -173314.750000 Penalty: 2486.459473
	Iteration 15Q: 3 clusters Score -173314.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -173383.203125 Penalty: 2486.459473
	Iteration 16Q: 3 clusters Score -173383.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -173458.500000 Penalty: 2486.459473
	Iteration 17Q: 3 clusters Score -173458.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -173504.578125 Penalty: 2486.459473
	Iteration 18Q: 3 clusters Score -173504.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -173520.468750 Penalty: 2486.459473
	Iteration 19Q: 3 clusters Score -173520.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -173545.500000 Penalty: 2486.459473
	Iteration 20F: 3 clusters Score -173545.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -173559.937500 Penalty: 2486.459473
	Iteration 21Q: 3 clusters Score -173559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173571.062500 Penalty: 2486.459473
	Iteration 22Q: 3 clusters Score -173571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -173573.750000 Penalty: 2486.459473
	Iteration 23Q: 3 clusters Score -173573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -173576.187500 Penalty: 2486.459473
	Iteration 24Q: 3 clusters Score -173576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -173577.718750 Penalty: 2486.459473
	Iteration 25Q: 3 clusters Score -173577.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -173578.156250 Penalty: 2486.459473
	Iteration 26Q: 3 clusters Score -173578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -173578.156250 Penalty: 2486.459473
	Iteration 27F: 3 clusters Score -173578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -475647.531250 Penalty: 1395.008057
	Iteration 0F: 2 clusters Score -475647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -471461.750000 Penalty: 2790.016113
	Iteration 0F: 3 clusters Score -471461.8 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -472624.843750 Penalty: 2790.016113
	Iteration 1F: 3 clusters Score -472624.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -472844.250000 Penalty: 2790.016113
	Iteration 2F: 3 clusters Score -472844.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -473032.875000 Penalty: 2790.016113
	Iteration 3F: 3 clusters Score -473032.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -473225.562500 Penalty: 2790.016113
	Iteration 4F: 3 clusters Score -473225.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -473419.187500 Penalty: 2790.016113
	Iteration 5F: 3 clusters Score -473419.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -473617.343750 Penalty: 2790.016113
	Iteration 6F: 3 clusters Score -473617.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -473805.625000 Penalty: 2790.016113
	Iteration 7Q: 3 clusters Score -473805.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -473986.437500 Penalty: 2790.016113
	Iteration 8Q: 3 clusters Score -473986.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -474132.625000 Penalty: 2790.016113
	Iteration 9Q: 3 clusters Score -474132.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -474221.312500 Penalty: 2790.016113
	Iteration 10Q: 3 clusters Score -474221.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -474279.687500 Penalty: 2790.016113
	Iteration 11Q: 3 clusters Score -474279.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -474318.687500 Penalty: 2790.016113
	Iteration 12Q: 3 clusters Score -474318.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -474346.031250 Penalty: 2790.016113
	Iteration 13Q: 3 clusters Score -474346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -474372.500000 Penalty: 2790.016113
	Iteration 14Q: 3 clusters Score -474372.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -474391.062500 Penalty: 2790.016113
	Iteration 15Q: 3 clusters Score -474391.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -474404.937500 Penalty: 2790.016113
	Iteration 16Q: 3 clusters Score -474404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -474415.656250 Penalty: 2790.016113
	Iteration 17Q: 3 clusters Score -474415.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -474423.875000 Penalty: 2790.016113
	Iteration 18Q: 3 clusters Score -474423.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -474431.000000 Penalty: 2790.016113
	Iteration 19Q: 3 clusters Score -474431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -474435.125000 Penalty: 2790.016113
	Iteration 20F: 3 clusters Score -474435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -474436.375000 Penalty: 2790.016113
	Iteration 21Q: 3 clusters Score -474436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -474436.625000 Penalty: 2790.016113
	Iteration 22Q: 3 clusters Score -474436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -474438.250000 Penalty: 2790.016113
	Iteration 23Q: 3 clusters Score -474438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -474438.250000 Penalty: 2790.016113
	Iteration 24Q: 3 clusters Score -474438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -474438.250000 Penalty: 2790.016113
	Iteration 25F: 3 clusters Score -474438.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167298 members 
Entering Unmasked Estep 
Score: -14943472.000000 Penalty: 1954.473877
	Iteration 0F: 2 clusters Score -1.494347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -14831601.000000 Penalty: 3908.947754
	Iteration 0F: 3 clusters Score -1.48316e+07 nChanged 80385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -14878895.000000 Penalty: 3908.947754
	Iteration 1F: 3 clusters Score -1.48789e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -14879772.000000 Penalty: 3908.947754
	Iteration 2Q: 3 clusters Score -1.487977e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -14880819.000000 Penalty: 3908.947754
	Iteration 3Q: 3 clusters Score -1.488082e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -14882329.000000 Penalty: 3908.947754
	Iteration 4Q: 3 clusters Score -1.488233e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -14884377.000000 Penalty: 3908.947754
	Iteration 5Q: 3 clusters Score -1.488438e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -14887301.000000 Penalty: 3908.947754
	Iteration 6Q: 3 clusters Score -1.48873e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -14890875.000000 Penalty: 3908.947754
	Iteration 7F: 3 clusters Score -1.489088e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -14894769.000000 Penalty: 3908.947754
	Iteration 8F: 3 clusters Score -1.489477e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -14898587.000000 Penalty: 3908.947754
	Iteration 9F: 3 clusters Score -1.489859e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -14902296.000000 Penalty: 3908.947754
	Iteration 10Q: 3 clusters Score -1.49023e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -14906006.000000 Penalty: 3908.947754
	Iteration 11Q: 3 clusters Score -1.490601e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 114609 members 
Entering Unmasked Estep 
Score: -14910503.000000 Penalty: 3908.947754
	Iteration 12Q: 3 clusters Score -1.49105e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -14915210.000000 Penalty: 3908.947754
	Iteration 13Q: 3 clusters Score -1.491521e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 123403 members 
Entering Unmasked Estep 
Score: -14918988.000000 Penalty: 3908.947754
	Iteration 14Q: 3 clusters Score -1.491899e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -14921609.000000 Penalty: 3908.947754
	Iteration 15Q: 3 clusters Score -1.492161e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 130516 members 
Entering Unmasked Estep 
Score: -14923351.000000 Penalty: 3908.947754
	Iteration 16Q: 3 clusters Score -1.492335e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 133906 members 
Entering Unmasked Estep 
Score: -14924850.000000 Penalty: 3908.947754
	Iteration 17Q: 3 clusters Score -1.492485e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 137274 members 
Entering Unmasked Estep 
Score: -14926381.000000 Penalty: 3908.947754
	Iteration 18Q: 3 clusters Score -1.492638e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 140613 members 
Entering Unmasked Estep 
Score: -14927861.000000 Penalty: 3908.947754
	Iteration 19Q: 3 clusters Score -1.492786e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 143868 members 
Entering Unmasked Estep 
Score: -14929476.000000 Penalty: 3908.947754
	Iteration 20F: 3 clusters Score -1.492948e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 146970 members 
Entering Unmasked Estep 
Score: -14931050.000000 Penalty: 3908.947754
	Iteration 21Q: 3 clusters Score -1.493105e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -14932645.000000 Penalty: 3908.947754
	Iteration 22Q: 3 clusters Score -1.493264e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 152714 members 
Entering Unmasked Estep 
Score: -14934099.000000 Penalty: 3908.947754
	Iteration 23Q: 3 clusters Score -1.49341e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -14935487.000000 Penalty: 3908.947754
	Iteration 24Q: 3 clusters Score -1.493549e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -14936662.000000 Penalty: 3908.947754
	Iteration 25Q: 3 clusters Score -1.493666e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -14937738.000000 Penalty: 3908.947754
	Iteration 26Q: 3 clusters Score -1.493774e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 160731 members 
Entering Unmasked Estep 
Score: -14938633.000000 Penalty: 3908.947754
	Iteration 27Q: 3 clusters Score -1.493863e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -14939333.000000 Penalty: 3908.947754
	Iteration 28Q: 3 clusters Score -1.493933e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 163041 members 
Entering Unmasked Estep 
Score: -14939968.000000 Penalty: 3908.947754
	Iteration 29Q: 3 clusters Score -1.493997e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 163861 members 
Entering Unmasked Estep 
Score: -14940516.000000 Penalty: 3908.947754
	Iteration 30Q: 3 clusters Score -1.494052e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 164501 members 
Entering Unmasked Estep 
Score: -14940866.000000 Penalty: 3908.947754
	Iteration 31Q: 3 clusters Score -1.494087e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 164990 members 
Entering Unmasked Estep 
Score: -14941104.000000 Penalty: 3908.947754
	Iteration 32Q: 3 clusters Score -1.49411e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -14941289.000000 Penalty: 3908.947754
	Iteration 33Q: 3 clusters Score -1.494129e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -14941397.000000 Penalty: 3908.947754
	Iteration 34Q: 3 clusters Score -1.49414e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 165807 members 
Entering Unmasked Estep 
Score: -14941474.000000 Penalty: 3908.947754
	Iteration 35Q: 3 clusters Score -1.494147e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -14941565.000000 Penalty: 3908.947754
	Iteration 36Q: 3 clusters Score -1.494156e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -14941668.000000 Penalty: 3908.947754
	Iteration 37Q: 3 clusters Score -1.494167e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -14941675.000000 Penalty: 3908.947754
	Iteration 38Q: 3 clusters Score -1.494168e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 166256 members 
Entering Unmasked Estep 
Score: -14941727.000000 Penalty: 3908.947754
	Iteration 39Q: 3 clusters Score -1.494173e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 166307 members 
Entering Unmasked Estep 
Score: -14941739.000000 Penalty: 3908.947754
	Iteration 40F: 3 clusters Score -1.494174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 166350 members 
Entering Unmasked Estep 
Score: -14941755.000000 Penalty: 3908.947754
	Iteration 41Q: 3 clusters Score -1.494176e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -14941768.000000 Penalty: 3908.947754
	Iteration 42Q: 3 clusters Score -1.494177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -14941782.000000 Penalty: 3908.947754
	Iteration 43Q: 3 clusters Score -1.494178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 166433 members 
Entering Unmasked Estep 
Score: -14941794.000000 Penalty: 3908.947754
	Iteration 44Q: 3 clusters Score -1.494179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 166453 members 
Entering Unmasked Estep 
Score: -14941793.000000 Penalty: 3908.947754
	Iteration 45Q: 3 clusters Score -1.494179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 166463 members 
Entering Unmasked Estep 
Score: -14941796.000000 Penalty: 3908.947754
	Iteration 46Q: 3 clusters Score -1.49418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -14941807.000000 Penalty: 3908.947754
	Iteration 47Q: 3 clusters Score -1.494181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -14941816.000000 Penalty: 3908.947754
	Iteration 48Q: 3 clusters Score -1.494182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 166485 members 
Entering Unmasked Estep 
Score: -14941813.000000 Penalty: 3908.947754
	Iteration 49Q: 3 clusters Score -1.494181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 166490 members 
Entering Unmasked Estep 
Score: -14941819.000000 Penalty: 3908.947754
	Iteration 50Q: 3 clusters Score -1.494182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 166494 members 
Entering Unmasked Estep 
Score: -14941825.000000 Penalty: 3908.947754
	Iteration 51Q: 3 clusters Score -1.494182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 166497 members 
Entering Unmasked Estep 
Score: -14941820.000000 Penalty: 3908.947754
	Iteration 52Q: 3 clusters Score -1.494182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 166500 members 
Entering Unmasked Estep 
Score: -14941823.000000 Penalty: 3908.947754
	Iteration 53Q: 3 clusters Score -1.494182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 166504 members 
Entering Unmasked Estep 
Score: -14941820.000000 Penalty: 3908.947754
	Iteration 54Q: 3 clusters Score -1.494182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -14941828.000000 Penalty: 3908.947754
	Iteration 55Q: 3 clusters Score -1.494183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 166507 members 
Entering Unmasked Estep 
Score: -14941825.000000 Penalty: 3908.947754
	Iteration 56Q: 3 clusters Score -1.494182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 166510 members 
Entering Unmasked Estep 
Score: -14941829.000000 Penalty: 3908.947754
	Iteration 57Q: 3 clusters Score -1.494183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 166510 members 
Entering Unmasked Estep 
Score: -14941829.000000 Penalty: 3908.947754
	Iteration 58F: 3 clusters Score -1.494183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -189295.515625 Penalty: 1248.403320
	Iteration 0F: 2 clusters Score -189295.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -187119.656250 Penalty: 2496.806641
	Iteration 0F: 3 clusters Score -187119.7 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -187612.375000 Penalty: 2496.806641
	Iteration 1F: 3 clusters Score -187612.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -187738.421875 Penalty: 2496.806641
	Iteration 2F: 3 clusters Score -187738.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -187833.609375 Penalty: 2496.806641
	Iteration 3F: 3 clusters Score -187833.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -187935.500000 Penalty: 2496.806641
	Iteration 4Q: 3 clusters Score -187935.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -188078.468750 Penalty: 2496.806641
	Iteration 5Q: 3 clusters Score -188078.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -188215.296875 Penalty: 2496.806641
	Iteration 6Q: 3 clusters Score -188215.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -188348.156250 Penalty: 2496.806641
	Iteration 7F: 3 clusters Score -188348.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -188419.671875 Penalty: 2496.806641
	Iteration 8Q: 3 clusters Score -188419.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -188484.890625 Penalty: 2496.806641
	Iteration 9Q: 3 clusters Score -188484.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -188543.828125 Penalty: 2496.806641
	Iteration 10Q: 3 clusters Score -188543.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -188583.375000 Penalty: 2496.806641
	Iteration 11Q: 3 clusters Score -188583.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -188596.031250 Penalty: 2496.806641
	Iteration 12Q: 3 clusters Score -188596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -188605.890625 Penalty: 2496.806641
	Iteration 13Q: 3 clusters Score -188605.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -188610.687500 Penalty: 2496.806641
	Iteration 14Q: 3 clusters Score -188610.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -188614.281250 Penalty: 2496.806641
	Iteration 15Q: 3 clusters Score -188614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -188616.468750 Penalty: 2496.806641
	Iteration 16Q: 3 clusters Score -188616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -188617.890625 Penalty: 2496.806641
	Iteration 17Q: 3 clusters Score -188617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -188618.875000 Penalty: 2496.806641
	Iteration 18Q: 3 clusters Score -188618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -188619.015625 Penalty: 2496.806641
	Iteration 19Q: 3 clusters Score -188619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -188619.343750 Penalty: 2496.806641
	Iteration 20F: 3 clusters Score -188619.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -193770.765625 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -193770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -191594.156250 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -191594.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -192068.203125 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -192068.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -192188.531250 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -192188.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -192279.375000 Penalty: 2493.797363
	Iteration 3F: 3 clusters Score -192279.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -192341.843750 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -192341.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -192397.109375 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -192397.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -192440.718750 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -192440.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -192469.656250 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -192469.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -192491.578125 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -192491.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -192509.984375 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -192510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -192525.343750 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -192525.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -192534.781250 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -192534.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -192539.843750 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -192539.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -192545.468750 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -192545.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -192551.406250 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -192551.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -192559.625000 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -192559.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -192568.046875 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -192568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192580.984375 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -192581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -192590.093750 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -192590.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -192594.484375 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -192594.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -192598.156250 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -192598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -192600.000000 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -192600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -192601.656250 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -192601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -192603.625000 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -192603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -192604.625000 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -192604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -192606.796875 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -192606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -192608.875000 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -192608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -192609.687500 Penalty: 2493.797363
	Iteration 27Q: 3 clusters Score -192609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -192610.296875 Penalty: 2493.797363
	Iteration 28Q: 3 clusters Score -192610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -192611.875000 Penalty: 2493.797363
	Iteration 29Q: 3 clusters Score -192611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -192614.515625 Penalty: 2493.797363
	Iteration 30Q: 3 clusters Score -192614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -192616.375000 Penalty: 2493.797363
	Iteration 31Q: 3 clusters Score -192616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -192616.375000 Penalty: 2493.797363
	Iteration 32F: 3 clusters Score -192616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Entering Unmasked Estep 
Score: -475805.750000 Penalty: 1407.122070
	Iteration 0F: 2 clusters Score -475805.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -471380.718750 Penalty: 2814.244141
	Iteration 0F: 3 clusters Score -471380.7 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -472696.718750 Penalty: 2814.244141
	Iteration 1F: 3 clusters Score -472696.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -472958.906250 Penalty: 2814.244141
	Iteration 2F: 3 clusters Score -472958.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -473145.562500 Penalty: 2814.244141
	Iteration 3F: 3 clusters Score -473145.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -473277.062500 Penalty: 2814.244141
	Iteration 4Q: 3 clusters Score -473277.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -473390.875000 Penalty: 2814.244141
	Iteration 5Q: 3 clusters Score -473390.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -473474.750000 Penalty: 2814.244141
	Iteration 6Q: 3 clusters Score -473474.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -473534.468750 Penalty: 2814.244141
	Iteration 7Q: 3 clusters Score -473534.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -473593.156250 Penalty: 2814.244141
	Iteration 8Q: 3 clusters Score -473593.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -473637.375000 Penalty: 2814.244141
	Iteration 9Q: 3 clusters Score -473637.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -473675.500000 Penalty: 2814.244141
	Iteration 10Q: 3 clusters Score -473675.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -473731.718750 Penalty: 2814.244141
	Iteration 11Q: 3 clusters Score -473731.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -473784.750000 Penalty: 2814.244141
	Iteration 12Q: 3 clusters Score -473784.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -473835.312500 Penalty: 2814.244141
	Iteration 13Q: 3 clusters Score -473835.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -473882.218750 Penalty: 2814.244141
	Iteration 14Q: 3 clusters Score -473882.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -473921.343750 Penalty: 2814.244141
	Iteration 15Q: 3 clusters Score -473921.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -473953.125000 Penalty: 2814.244141
	Iteration 16Q: 3 clusters Score -473953.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -473989.031250 Penalty: 2814.244141
	Iteration 17Q: 3 clusters Score -473989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -474013.281250 Penalty: 2814.244141
	Iteration 18Q: 3 clusters Score -474013.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -474032.781250 Penalty: 2814.244141
	Iteration 19Q: 3 clusters Score -474032.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -474053.906250 Penalty: 2814.244141
	Iteration 20F: 3 clusters Score -474053.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -474068.687500 Penalty: 2814.244141
	Iteration 21Q: 3 clusters Score -474068.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -474084.656250 Penalty: 2814.244141
	Iteration 22Q: 3 clusters Score -474084.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -474099.687500 Penalty: 2814.244141
	Iteration 23Q: 3 clusters Score -474099.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -474115.906250 Penalty: 2814.244141
	Iteration 24Q: 3 clusters Score -474115.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -474131.000000 Penalty: 2814.244141
	Iteration 25Q: 3 clusters Score -474131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -474142.531250 Penalty: 2814.244141
	Iteration 26Q: 3 clusters Score -474142.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -474153.218750 Penalty: 2814.244141
	Iteration 27Q: 3 clusters Score -474153.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -474163.187500 Penalty: 2814.244141
	Iteration 28Q: 3 clusters Score -474163.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -474173.281250 Penalty: 2814.244141
	Iteration 29Q: 3 clusters Score -474173.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -474184.687500 Penalty: 2814.244141
	Iteration 30Q: 3 clusters Score -474184.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -474192.500000 Penalty: 2814.244141
	Iteration 31Q: 3 clusters Score -474192.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -474198.500000 Penalty: 2814.244141
	Iteration 32Q: 3 clusters Score -474198.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -474203.687500 Penalty: 2814.244141
	Iteration 33Q: 3 clusters Score -474203.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -474208.718750 Penalty: 2814.244141
	Iteration 34Q: 3 clusters Score -474208.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -474216.625000 Penalty: 2814.244141
	Iteration 35Q: 3 clusters Score -474216.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -474224.406250 Penalty: 2814.244141
	Iteration 36Q: 3 clusters Score -474224.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -474232.906250 Penalty: 2814.244141
	Iteration 37Q: 3 clusters Score -474232.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -474241.468750 Penalty: 2814.244141
	Iteration 38Q: 3 clusters Score -474241.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -474250.031250 Penalty: 2814.244141
	Iteration 39Q: 3 clusters Score -474250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -474259.781250 Penalty: 2814.244141
	Iteration 40F: 3 clusters Score -474259.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -474271.468750 Penalty: 2814.244141
	Iteration 41Q: 3 clusters Score -474271.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -474287.187500 Penalty: 2814.244141
	Iteration 42Q: 3 clusters Score -474287.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -474306.125000 Penalty: 2814.244141
	Iteration 43Q: 3 clusters Score -474306.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -474321.125000 Penalty: 2814.244141
	Iteration 44Q: 3 clusters Score -474321.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -474330.062500 Penalty: 2814.244141
	Iteration 45Q: 3 clusters Score -474330.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -474341.125000 Penalty: 2814.244141
	Iteration 46Q: 3 clusters Score -474341.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -474349.593750 Penalty: 2814.244141
	Iteration 47Q: 3 clusters Score -474349.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -474361.625000 Penalty: 2814.244141
	Iteration 48Q: 3 clusters Score -474361.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -474370.281250 Penalty: 2814.244141
	Iteration 49Q: 3 clusters Score -474370.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -474379.968750 Penalty: 2814.244141
	Iteration 50Q: 3 clusters Score -474380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -474386.968750 Penalty: 2814.244141
	Iteration 51Q: 3 clusters Score -474387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -474393.375000 Penalty: 2814.244141
	Iteration 52Q: 3 clusters Score -474393.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -474398.593750 Penalty: 2814.244141
	Iteration 53Q: 3 clusters Score -474398.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -474406.062500 Penalty: 2814.244141
	Iteration 54Q: 3 clusters Score -474406.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -474411.625000 Penalty: 2814.244141
	Iteration 55Q: 3 clusters Score -474411.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -474417.250000 Penalty: 2814.244141
	Iteration 56Q: 3 clusters Score -474417.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -474422.156250 Penalty: 2814.244141
	Iteration 57Q: 3 clusters Score -474422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -474427.500000 Penalty: 2814.244141
	Iteration 58Q: 3 clusters Score -474427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -474431.468750 Penalty: 2814.244141
	Iteration 59Q: 3 clusters Score -474431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -474434.843750 Penalty: 2814.244141
	Iteration 60F: 3 clusters Score -474434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -474438.906250 Penalty: 2814.244141
	Iteration 61Q: 3 clusters Score -474438.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -474441.468750 Penalty: 2814.244141
	Iteration 62Q: 3 clusters Score -474441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -474445.406250 Penalty: 2814.244141
	Iteration 63Q: 3 clusters Score -474445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -474447.750000 Penalty: 2814.244141
	Iteration 64Q: 3 clusters Score -474447.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -474451.031250 Penalty: 2814.244141
	Iteration 65Q: 3 clusters Score -474451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -474453.343750 Penalty: 2814.244141
	Iteration 66Q: 3 clusters Score -474453.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -474456.125000 Penalty: 2814.244141
	Iteration 67Q: 3 clusters Score -474456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -474459.875000 Penalty: 2814.244141
	Iteration 68Q: 3 clusters Score -474459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -474460.375000 Penalty: 2814.244141
	Iteration 69Q: 3 clusters Score -474460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -474464.125000 Penalty: 2814.244141
	Iteration 70Q: 3 clusters Score -474464.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -474469.343750 Penalty: 2814.244141
	Iteration 71Q: 3 clusters Score -474469.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -474472.500000 Penalty: 2814.244141
	Iteration 72Q: 3 clusters Score -474472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -474475.343750 Penalty: 2814.244141
	Iteration 73Q: 3 clusters Score -474475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -474478.250000 Penalty: 2814.244141
	Iteration 74Q: 3 clusters Score -474478.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -474480.187500 Penalty: 2814.244141
	Iteration 75Q: 3 clusters Score -474480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -474482.000000 Penalty: 2814.244141
	Iteration 76Q: 3 clusters Score -474482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -474483.187500 Penalty: 2814.244141
	Iteration 77Q: 3 clusters Score -474483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -474483.593750 Penalty: 2814.244141
	Iteration 78Q: 3 clusters Score -474483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -474484.500000 Penalty: 2814.244141
	Iteration 79Q: 3 clusters Score -474484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -474484.500000 Penalty: 2814.244141
	Iteration 80F: 3 clusters Score -474484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -463383.312500 Penalty: 1392.559448
	Iteration 0F: 2 clusters Score -463383.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -459301.406250 Penalty: 2785.118896
	Iteration 0F: 3 clusters Score -459301.4 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -460492.875000 Penalty: 2785.118896
	Iteration 1F: 3 clusters Score -460492.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -460773.750000 Penalty: 2785.118896
	Iteration 2F: 3 clusters Score -460773.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -461035.906250 Penalty: 2785.118896
	Iteration 3F: 3 clusters Score -461035.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -461238.375000 Penalty: 2785.118896
	Iteration 4F: 3 clusters Score -461238.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -461388.843750 Penalty: 2785.118896
	Iteration 5Q: 3 clusters Score -461388.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -461479.156250 Penalty: 2785.118896
	Iteration 6Q: 3 clusters Score -461479.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -461549.531250 Penalty: 2785.118896
	Iteration 7Q: 3 clusters Score -461549.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -461601.531250 Penalty: 2785.118896
	Iteration 8Q: 3 clusters Score -461601.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -461652.875000 Penalty: 2785.118896
	Iteration 9Q: 3 clusters Score -461652.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -461698.500000 Penalty: 2785.118896
	Iteration 10Q: 3 clusters Score -461698.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -461747.750000 Penalty: 2785.118896
	Iteration 11Q: 3 clusters Score -461747.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -461797.843750 Penalty: 2785.118896
	Iteration 12Q: 3 clusters Score -461797.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -461839.406250 Penalty: 2785.118896
	Iteration 13Q: 3 clusters Score -461839.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -461875.968750 Penalty: 2785.118896
	Iteration 14Q: 3 clusters Score -461876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -461919.500000 Penalty: 2785.118896
	Iteration 15Q: 3 clusters Score -461919.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -461956.375000 Penalty: 2785.118896
	Iteration 16Q: 3 clusters Score -461956.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -461994.875000 Penalty: 2785.118896
	Iteration 17Q: 3 clusters Score -461994.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -462032.218750 Penalty: 2785.118896
	Iteration 18Q: 3 clusters Score -462032.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -462071.187500 Penalty: 2785.118896
	Iteration 19Q: 3 clusters Score -462071.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -462138.125000 Penalty: 2785.118896
	Iteration 20F: 3 clusters Score -462138.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -462210.562500 Penalty: 2785.118896
	Iteration 21Q: 3 clusters Score -462210.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -462300.375000 Penalty: 2785.118896
	Iteration 22Q: 3 clusters Score -462300.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -462391.062500 Penalty: 2785.118896
	Iteration 23Q: 3 clusters Score -462391.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -462471.031250 Penalty: 2785.118896
	Iteration 24Q: 3 clusters Score -462471 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -462529.750000 Penalty: 2785.118896
	Iteration 25Q: 3 clusters Score -462529.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -462574.125000 Penalty: 2785.118896
	Iteration 26Q: 3 clusters Score -462574.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -462616.562500 Penalty: 2785.118896
	Iteration 27Q: 3 clusters Score -462616.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -462654.250000 Penalty: 2785.118896
	Iteration 28Q: 3 clusters Score -462654.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -462690.687500 Penalty: 2785.118896
	Iteration 29Q: 3 clusters Score -462690.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -462719.375000 Penalty: 2785.118896
	Iteration 30Q: 3 clusters Score -462719.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -462748.125000 Penalty: 2785.118896
	Iteration 31Q: 3 clusters Score -462748.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -462769.531250 Penalty: 2785.118896
	Iteration 32Q: 3 clusters Score -462769.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -462790.343750 Penalty: 2785.118896
	Iteration 33Q: 3 clusters Score -462790.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -462805.656250 Penalty: 2785.118896
	Iteration 34Q: 3 clusters Score -462805.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -462823.718750 Penalty: 2785.118896
	Iteration 35Q: 3 clusters Score -462823.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -462841.562500 Penalty: 2785.118896
	Iteration 36Q: 3 clusters Score -462841.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -462857.062500 Penalty: 2785.118896
	Iteration 37Q: 3 clusters Score -462857.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -462864.625000 Penalty: 2785.118896
	Iteration 38Q: 3 clusters Score -462864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -462868.843750 Penalty: 2785.118896
	Iteration 39Q: 3 clusters Score -462868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -462873.281250 Penalty: 2785.118896
	Iteration 40F: 3 clusters Score -462873.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -462876.218750 Penalty: 2785.118896
	Iteration 41Q: 3 clusters Score -462876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -462877.437500 Penalty: 2785.118896
	Iteration 42Q: 3 clusters Score -462877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -462877.531250 Penalty: 2785.118896
	Iteration 43Q: 3 clusters Score -462877.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -462877.531250 Penalty: 2785.118896
	Iteration 44F: 3 clusters Score -462877.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -406625.093750 Penalty: 1370.458984
	Iteration 0F: 2 clusters Score -406625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -402909.000000 Penalty: 2740.917969
	Iteration 0F: 3 clusters Score -402909 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -403973.625000 Penalty: 2740.917969
	Iteration 1F: 3 clusters Score -403973.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -404104.656250 Penalty: 2740.917969
	Iteration 2F: 3 clusters Score -404104.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -404195.812500 Penalty: 2740.917969
	Iteration 3Q: 3 clusters Score -404195.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -404260.531250 Penalty: 2740.917969
	Iteration 4Q: 3 clusters Score -404260.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -404315.968750 Penalty: 2740.917969
	Iteration 5Q: 3 clusters Score -404316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -404351.312500 Penalty: 2740.917969
	Iteration 6Q: 3 clusters Score -404351.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -404381.875000 Penalty: 2740.917969
	Iteration 7Q: 3 clusters Score -404381.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -404409.875000 Penalty: 2740.917969
	Iteration 8Q: 3 clusters Score -404409.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -404436.218750 Penalty: 2740.917969
	Iteration 9Q: 3 clusters Score -404436.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -404455.781250 Penalty: 2740.917969
	Iteration 10Q: 3 clusters Score -404455.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -404471.625000 Penalty: 2740.917969
	Iteration 11Q: 3 clusters Score -404471.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -404489.468750 Penalty: 2740.917969
	Iteration 12Q: 3 clusters Score -404489.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -404509.500000 Penalty: 2740.917969
	Iteration 13Q: 3 clusters Score -404509.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -404528.875000 Penalty: 2740.917969
	Iteration 14Q: 3 clusters Score -404528.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -404555.593750 Penalty: 2740.917969
	Iteration 15Q: 3 clusters Score -404555.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -404581.812500 Penalty: 2740.917969
	Iteration 16Q: 3 clusters Score -404581.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -404612.187500 Penalty: 2740.917969
	Iteration 17Q: 3 clusters Score -404612.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -404653.500000 Penalty: 2740.917969
	Iteration 18Q: 3 clusters Score -404653.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -404710.843750 Penalty: 2740.917969
	Iteration 19Q: 3 clusters Score -404710.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -404772.187500 Penalty: 2740.917969
	Iteration 20F: 3 clusters Score -404772.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -404816.000000 Penalty: 2740.917969
	Iteration 21Q: 3 clusters Score -404816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -404865.656250 Penalty: 2740.917969
	Iteration 22Q: 3 clusters Score -404865.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -404910.250000 Penalty: 2740.917969
	Iteration 23Q: 3 clusters Score -404910.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -404952.375000 Penalty: 2740.917969
	Iteration 24Q: 3 clusters Score -404952.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -404993.718750 Penalty: 2740.917969
	Iteration 25Q: 3 clusters Score -404993.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -405025.875000 Penalty: 2740.917969
	Iteration 26Q: 3 clusters Score -405025.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -405045.062500 Penalty: 2740.917969
	Iteration 27Q: 3 clusters Score -405045.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -405061.937500 Penalty: 2740.917969
	Iteration 28Q: 3 clusters Score -405061.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -405091.781250 Penalty: 2740.917969
	Iteration 29Q: 3 clusters Score -405091.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -405127.875000 Penalty: 2740.917969
	Iteration 30Q: 3 clusters Score -405127.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -405156.562500 Penalty: 2740.917969
	Iteration 31Q: 3 clusters Score -405156.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -405188.250000 Penalty: 2740.917969
	Iteration 32Q: 3 clusters Score -405188.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -405217.781250 Penalty: 2740.917969
	Iteration 33Q: 3 clusters Score -405217.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -405237.906250 Penalty: 2740.917969
	Iteration 34Q: 3 clusters Score -405237.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -405253.593750 Penalty: 2740.917969
	Iteration 35Q: 3 clusters Score -405253.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -405270.781250 Penalty: 2740.917969
	Iteration 36Q: 3 clusters Score -405270.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -405283.875000 Penalty: 2740.917969
	Iteration 37Q: 3 clusters Score -405283.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -405297.718750 Penalty: 2740.917969
	Iteration 38Q: 3 clusters Score -405297.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -405308.250000 Penalty: 2740.917969
	Iteration 39Q: 3 clusters Score -405308.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -405315.875000 Penalty: 2740.917969
	Iteration 40F: 3 clusters Score -405315.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -405322.281250 Penalty: 2740.917969
	Iteration 41Q: 3 clusters Score -405322.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -405329.312500 Penalty: 2740.917969
	Iteration 42Q: 3 clusters Score -405329.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -405336.468750 Penalty: 2740.917969
	Iteration 43Q: 3 clusters Score -405336.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -405342.750000 Penalty: 2740.917969
	Iteration 44Q: 3 clusters Score -405342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -405346.812500 Penalty: 2740.917969
	Iteration 45Q: 3 clusters Score -405346.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -405354.062500 Penalty: 2740.917969
	Iteration 46Q: 3 clusters Score -405354.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -405358.218750 Penalty: 2740.917969
	Iteration 47Q: 3 clusters Score -405358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -405361.718750 Penalty: 2740.917969
	Iteration 48Q: 3 clusters Score -405361.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -405366.656250 Penalty: 2740.917969
	Iteration 49Q: 3 clusters Score -405366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -405369.500000 Penalty: 2740.917969
	Iteration 50Q: 3 clusters Score -405369.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -405373.750000 Penalty: 2740.917969
	Iteration 51Q: 3 clusters Score -405373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -405378.781250 Penalty: 2740.917969
	Iteration 52Q: 3 clusters Score -405378.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -405382.843750 Penalty: 2740.917969
	Iteration 53Q: 3 clusters Score -405382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -405385.968750 Penalty: 2740.917969
	Iteration 54Q: 3 clusters Score -405386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -405388.468750 Penalty: 2740.917969
	Iteration 55Q: 3 clusters Score -405388.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -405392.375000 Penalty: 2740.917969
	Iteration 56Q: 3 clusters Score -405392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -405395.343750 Penalty: 2740.917969
	Iteration 57Q: 3 clusters Score -405395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -405396.250000 Penalty: 2740.917969
	Iteration 58Q: 3 clusters Score -405396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -405397.375000 Penalty: 2740.917969
	Iteration 59Q: 3 clusters Score -405397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -405401.312500 Penalty: 2740.917969
	Iteration 60F: 3 clusters Score -405401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -405403.312500 Penalty: 2740.917969
	Iteration 61Q: 3 clusters Score -405403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -405404.968750 Penalty: 2740.917969
	Iteration 62Q: 3 clusters Score -405405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -405406.093750 Penalty: 2740.917969
	Iteration 63Q: 3 clusters Score -405406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -405406.093750 Penalty: 2740.917969
	Iteration 64F: 3 clusters Score -405406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -211525.171875 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -211525.2 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 1185 members 
Entering Unmasked Estep 
Score: -209200.906250 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -209200.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -209773.031250 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -209773 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -209896.781250 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -209896.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -209966.125000 Penalty: 2523.672119
	Iteration 3Q: 3 clusters Score -209966.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -210014.984375 Penalty: 2523.672119
	Iteration 4Q: 3 clusters Score -210015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -210044.953125 Penalty: 2523.672119
	Iteration 5Q: 3 clusters Score -210045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210069.312500 Penalty: 2523.672119
	Iteration 6Q: 3 clusters Score -210069.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -210093.328125 Penalty: 2523.672119
	Iteration 7Q: 3 clusters Score -210093.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -210116.281250 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -210116.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -210141.453125 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -210141.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -210163.703125 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -210163.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -210185.625000 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -210185.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -210203.343750 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -210203.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -210219.593750 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -210219.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -210239.906250 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -210239.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -210264.343750 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -210264.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210291.375000 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -210291.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -210324.109375 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -210324.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210361.546875 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -210361.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -210401.203125 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -210401.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210450.937500 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -210450.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -210500.406250 Penalty: 2523.672119
	Iteration 21Q: 3 clusters Score -210500.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210549.750000 Penalty: 2523.672119
	Iteration 22Q: 3 clusters Score -210549.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -210598.531250 Penalty: 2523.672119
	Iteration 23Q: 3 clusters Score -210598.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -210639.796875 Penalty: 2523.672119
	Iteration 24Q: 3 clusters Score -210639.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -210703.828125 Penalty: 2523.672119
	Iteration 25Q: 3 clusters Score -210703.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210748.875000 Penalty: 2523.672119
	Iteration 26Q: 3 clusters Score -210748.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210778.875000 Penalty: 2523.672119
	Iteration 27Q: 3 clusters Score -210778.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -210796.687500 Penalty: 2523.672119
	Iteration 28Q: 3 clusters Score -210796.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210804.468750 Penalty: 2523.672119
	Iteration 29Q: 3 clusters Score -210804.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -210810.265625 Penalty: 2523.672119
	Iteration 30Q: 3 clusters Score -210810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -210814.765625 Penalty: 2523.672119
	Iteration 31Q: 3 clusters Score -210814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210821.046875 Penalty: 2523.672119
	Iteration 32Q: 3 clusters Score -210821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210827.296875 Penalty: 2523.672119
	Iteration 33Q: 3 clusters Score -210827.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -210836.093750 Penalty: 2523.672119
	Iteration 34Q: 3 clusters Score -210836.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -210846.531250 Penalty: 2523.672119
	Iteration 35Q: 3 clusters Score -210846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -210850.328125 Penalty: 2523.672119
	Iteration 36Q: 3 clusters Score -210850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -210852.390625 Penalty: 2523.672119
	Iteration 37Q: 3 clusters Score -210852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -210856.281250 Penalty: 2523.672119
	Iteration 38Q: 3 clusters Score -210856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -210858.171875 Penalty: 2523.672119
	Iteration 39Q: 3 clusters Score -210858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210859.359375 Penalty: 2523.672119
	Iteration 40F: 3 clusters Score -210859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -210860.390625 Penalty: 2523.672119
	Iteration 41Q: 3 clusters Score -210860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -210862.046875 Penalty: 2523.672119
	Iteration 42Q: 3 clusters Score -210862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210862.796875 Penalty: 2523.672119
	Iteration 43Q: 3 clusters Score -210862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -210865.984375 Penalty: 2523.672119
	Iteration 44Q: 3 clusters Score -210866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -210869.406250 Penalty: 2523.672119
	Iteration 45Q: 3 clusters Score -210869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -210874.156250 Penalty: 2523.672119
	Iteration 46Q: 3 clusters Score -210874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -210880.781250 Penalty: 2523.672119
	Iteration 47Q: 3 clusters Score -210880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -210887.906250 Penalty: 2523.672119
	Iteration 48Q: 3 clusters Score -210887.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -210895.984375 Penalty: 2523.672119
	Iteration 49Q: 3 clusters Score -210896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -210908.187500 Penalty: 2523.672119
	Iteration 50Q: 3 clusters Score -210908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -210915.203125 Penalty: 2523.672119
	Iteration 51Q: 3 clusters Score -210915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -210923.562500 Penalty: 2523.672119
	Iteration 52Q: 3 clusters Score -210923.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210932.781250 Penalty: 2523.672119
	Iteration 53Q: 3 clusters Score -210932.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -210946.609375 Penalty: 2523.672119
	Iteration 54Q: 3 clusters Score -210946.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -210959.828125 Penalty: 2523.672119
	Iteration 55Q: 3 clusters Score -210959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210969.468750 Penalty: 2523.672119
	Iteration 56Q: 3 clusters Score -210969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210979.703125 Penalty: 2523.672119
	Iteration 57Q: 3 clusters Score -210979.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -210992.500000 Penalty: 2523.672119
	Iteration 58Q: 3 clusters Score -210992.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -211002.796875 Penalty: 2523.672119
	Iteration 59Q: 3 clusters Score -211002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -211006.171875 Penalty: 2523.672119
	Iteration 60F: 3 clusters Score -211006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -211007.875000 Penalty: 2523.672119
	Iteration 61Q: 3 clusters Score -211007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -211009.812500 Penalty: 2523.672119
	Iteration 62Q: 3 clusters Score -211009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -211010.046875 Penalty: 2523.672119
	Iteration 63Q: 3 clusters Score -211010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -211010.046875 Penalty: 2523.672119
	Iteration 64F: 3 clusters Score -211010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Entering Unmasked Estep 
Score: -6766854.500000 Penalty: 1816.113159
	Iteration 0F: 2 clusters Score -6766854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -6719051.500000 Penalty: 3632.226318
	Iteration 0F: 3 clusters Score -6719052 nChanged 33823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -6739153.000000 Penalty: 3632.226318
	Iteration 1F: 3 clusters Score -6739153 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -6740153.500000 Penalty: 3632.226318
	Iteration 2Q: 3 clusters Score -6740154 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -6741280.000000 Penalty: 3632.226318
	Iteration 3Q: 3 clusters Score -6741280 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -6742635.500000 Penalty: 3632.226318
	Iteration 4Q: 3 clusters Score -6742636 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -6744120.000000 Penalty: 3632.226318
	Iteration 5Q: 3 clusters Score -6744120 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -6745774.500000 Penalty: 3632.226318
	Iteration 6Q: 3 clusters Score -6745774 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -6747723.500000 Penalty: 3632.226318
	Iteration 7F: 3 clusters Score -6747724 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -6749984.500000 Penalty: 3632.226318
	Iteration 8F: 3 clusters Score -6749984 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -6751971.500000 Penalty: 3632.226318
	Iteration 9Q: 3 clusters Score -6751972 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6753078.000000 Penalty: 3632.226318
	Iteration 10Q: 3 clusters Score -6753078 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -6753491.500000 Penalty: 3632.226318
	Iteration 11Q: 3 clusters Score -6753492 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6753650.500000 Penalty: 3632.226318
	Iteration 12Q: 3 clusters Score -6753650 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -6753652.500000 Penalty: 3632.226318
	Iteration 13Q: 3 clusters Score -6753652 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -6753721.000000 Penalty: 3632.226318
	Iteration 14Q: 3 clusters Score -6753721 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -6753781.500000 Penalty: 3632.226318
	Iteration 15Q: 3 clusters Score -6753782 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -6753811.000000 Penalty: 3632.226318
	Iteration 16Q: 3 clusters Score -6753811 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -6753817.500000 Penalty: 3632.226318
	Iteration 17Q: 3 clusters Score -6753818 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -6753840.500000 Penalty: 3632.226318
	Iteration 18Q: 3 clusters Score -6753840 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -6753897.000000 Penalty: 3632.226318
	Iteration 19Q: 3 clusters Score -6753897 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -6753920.000000 Penalty: 3632.226318
	Iteration 20F: 3 clusters Score -6753920 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -6753943.500000 Penalty: 3632.226318
	Iteration 21Q: 3 clusters Score -6753944 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -6754009.000000 Penalty: 3632.226318
	Iteration 22Q: 3 clusters Score -6754009 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -6754064.000000 Penalty: 3632.226318
	Iteration 23Q: 3 clusters Score -6754064 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -6754103.500000 Penalty: 3632.226318
	Iteration 24Q: 3 clusters Score -6754104 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -6754126.500000 Penalty: 3632.226318
	Iteration 25Q: 3 clusters Score -6754126 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -6754149.500000 Penalty: 3632.226318
	Iteration 26Q: 3 clusters Score -6754150 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -6754170.000000 Penalty: 3632.226318
	Iteration 27Q: 3 clusters Score -6754170 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -6754195.500000 Penalty: 3632.226318
	Iteration 28Q: 3 clusters Score -6754196 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -6754221.500000 Penalty: 3632.226318
	Iteration 29Q: 3 clusters Score -6754222 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -6754269.000000 Penalty: 3632.226318
	Iteration 30Q: 3 clusters Score -6754269 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -6754280.000000 Penalty: 3632.226318
	Iteration 31Q: 3 clusters Score -6754280 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -6754337.000000 Penalty: 3632.226318
	Iteration 32Q: 3 clusters Score -6754337 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -6754382.000000 Penalty: 3632.226318
	Iteration 33Q: 3 clusters Score -6754382 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -6754398.500000 Penalty: 3632.226318
	Iteration 34Q: 3 clusters Score -6754398 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -6754439.000000 Penalty: 3632.226318
	Iteration 35Q: 3 clusters Score -6754439 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -6754450.000000 Penalty: 3632.226318
	Iteration 36Q: 3 clusters Score -6754450 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -6754534.000000 Penalty: 3632.226318
	Iteration 37Q: 3 clusters Score -6754534 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -6754571.500000 Penalty: 3632.226318
	Iteration 38Q: 3 clusters Score -6754572 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6754627.500000 Penalty: 3632.226318
	Iteration 39Q: 3 clusters Score -6754628 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -6754711.500000 Penalty: 3632.226318
	Iteration 40F: 3 clusters Score -6754712 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -6754726.000000 Penalty: 3632.226318
	Iteration 41Q: 3 clusters Score -6754726 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -6754792.500000 Penalty: 3632.226318
	Iteration 42Q: 3 clusters Score -6754792 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -6754894.000000 Penalty: 3632.226318
	Iteration 43Q: 3 clusters Score -6754894 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -6755011.000000 Penalty: 3632.226318
	Iteration 44Q: 3 clusters Score -6755011 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -6755122.000000 Penalty: 3632.226318
	Iteration 45Q: 3 clusters Score -6755122 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6755275.000000 Penalty: 3632.226318
	Iteration 46Q: 3 clusters Score -6755275 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -6755466.000000 Penalty: 3632.226318
	Iteration 47Q: 3 clusters Score -6755466 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -6755681.000000 Penalty: 3632.226318
	Iteration 48Q: 3 clusters Score -6755681 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -6755904.000000 Penalty: 3632.226318
	Iteration 49Q: 3 clusters Score -6755904 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -6756087.500000 Penalty: 3632.226318
	Iteration 50Q: 3 clusters Score -6756088 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6756374.500000 Penalty: 3632.226318
	Iteration 51Q: 3 clusters Score -6756374 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -6756609.500000 Penalty: 3632.226318
	Iteration 52Q: 3 clusters Score -6756610 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -6756888.000000 Penalty: 3632.226318
	Iteration 53Q: 3 clusters Score -6756888 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -6757215.000000 Penalty: 3632.226318
	Iteration 54Q: 3 clusters Score -6757215 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -6757575.500000 Penalty: 3632.226318
	Iteration 55Q: 3 clusters Score -6757576 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -6758024.500000 Penalty: 3632.226318
	Iteration 56Q: 3 clusters Score -6758024 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -6758564.000000 Penalty: 3632.226318
	Iteration 57Q: 3 clusters Score -6758564 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -6759089.000000 Penalty: 3632.226318
	Iteration 58Q: 3 clusters Score -6759089 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -6759629.000000 Penalty: 3632.226318
	Iteration 59Q: 3 clusters Score -6759629 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -6760178.500000 Penalty: 3632.226318
	Iteration 60F: 3 clusters Score -6760178 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -6760736.000000 Penalty: 3632.226318
	Iteration 61Q: 3 clusters Score -6760736 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -6761332.500000 Penalty: 3632.226318
	Iteration 62Q: 3 clusters Score -6761332 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -6761890.000000 Penalty: 3632.226318
	Iteration 63Q: 3 clusters Score -6761890 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -6762366.500000 Penalty: 3632.226318
	Iteration 64Q: 3 clusters Score -6762366 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -6762820.000000 Penalty: 3632.226318
	Iteration 65Q: 3 clusters Score -6762820 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -6763236.500000 Penalty: 3632.226318
	Iteration 66Q: 3 clusters Score -6763236 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -6763596.500000 Penalty: 3632.226318
	Iteration 67Q: 3 clusters Score -6763596 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -6763912.000000 Penalty: 3632.226318
	Iteration 68Q: 3 clusters Score -6763912 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -6764123.000000 Penalty: 3632.226318
	Iteration 69Q: 3 clusters Score -6764123 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -6764345.500000 Penalty: 3632.226318
	Iteration 70Q: 3 clusters Score -6764346 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -6764522.000000 Penalty: 3632.226318
	Iteration 71Q: 3 clusters Score -6764522 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -6764733.000000 Penalty: 3632.226318
	Iteration 72Q: 3 clusters Score -6764733 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -6764886.500000 Penalty: 3632.226318
	Iteration 73Q: 3 clusters Score -6764886 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -6764998.500000 Penalty: 3632.226318
	Iteration 74Q: 3 clusters Score -6764998 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -6765114.500000 Penalty: 3632.226318
	Iteration 75Q: 3 clusters Score -6765114 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -6765158.000000 Penalty: 3632.226318
	Iteration 76Q: 3 clusters Score -6765158 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -6765242.000000 Penalty: 3632.226318
	Iteration 77Q: 3 clusters Score -6765242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -6765263.000000 Penalty: 3632.226318
	Iteration 78Q: 3 clusters Score -6765263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -6765279.500000 Penalty: 3632.226318
	Iteration 79Q: 3 clusters Score -6765280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -6765310.000000 Penalty: 3632.226318
	Iteration 80F: 3 clusters Score -6765310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -6765338.500000 Penalty: 3632.226318
	Iteration 81Q: 3 clusters Score -6765338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -6765354.500000 Penalty: 3632.226318
	Iteration 82Q: 3 clusters Score -6765354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -6765365.500000 Penalty: 3632.226318
	Iteration 83Q: 3 clusters Score -6765366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -6765386.500000 Penalty: 3632.226318
	Iteration 84Q: 3 clusters Score -6765386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -6765399.500000 Penalty: 3632.226318
	Iteration 85Q: 3 clusters Score -6765400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -6765412.000000 Penalty: 3632.226318
	Iteration 86Q: 3 clusters Score -6765412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -6765421.000000 Penalty: 3632.226318
	Iteration 87Q: 3 clusters Score -6765421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -6765441.500000 Penalty: 3632.226318
	Iteration 88Q: 3 clusters Score -6765442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -6765456.500000 Penalty: 3632.226318
	Iteration 89Q: 3 clusters Score -6765456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -6765454.500000 Penalty: 3632.226318
	Iteration 90Q: 3 clusters Score -6765454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -6765467.000000 Penalty: 3632.226318
	Iteration 91Q: 3 clusters Score -6765467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -6765472.500000 Penalty: 3632.226318
	Iteration 92Q: 3 clusters Score -6765472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -6765480.000000 Penalty: 3632.226318
	Iteration 93Q: 3 clusters Score -6765480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -6765489.000000 Penalty: 3632.226318
	Iteration 94Q: 3 clusters Score -6765489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -6765487.500000 Penalty: 3632.226318
	Iteration 95Q: 3 clusters Score -6765488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -6765494.000000 Penalty: 3632.226318
	Iteration 96Q: 3 clusters Score -6765494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -6765490.500000 Penalty: 3632.226318
	Iteration 97Q: 3 clusters Score -6765490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -6765488.000000 Penalty: 3632.226318
	Iteration 98Q: 3 clusters Score -6765488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -6765489.500000 Penalty: 3632.226318
	Iteration 99Q: 3 clusters Score -6765490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -6765489.500000 Penalty: 3632.226318
	Iteration 100F: 3 clusters Score -6765490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -6765487.000000 Penalty: 3632.226318
	Iteration 101Q: 3 clusters Score -6765487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -6765493.000000 Penalty: 3632.226318
	Iteration 102Q: 3 clusters Score -6765493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -6765496.000000 Penalty: 3632.226318
	Iteration 103Q: 3 clusters Score -6765496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -6765500.500000 Penalty: 3632.226318
	Iteration 104Q: 3 clusters Score -6765500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -6765500.000000 Penalty: 3632.226318
	Iteration 105Q: 3 clusters Score -6765500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -6765499.500000 Penalty: 3632.226318
	Iteration 106Q: 3 clusters Score -6765500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -6765497.000000 Penalty: 3632.226318
	Iteration 107Q: 3 clusters Score -6765497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -6765497.000000 Penalty: 3632.226318
	Iteration 108F: 3 clusters Score -6765497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -153392.140625 Penalty: 1223.703003
	Iteration 0F: 2 clusters Score -153392.1 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 904 members 
Entering Unmasked Estep 
Score: -151413.546875 Penalty: 2447.406006
	Iteration 0F: 3 clusters Score -151413.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -151800.281250 Penalty: 2447.406006
	Iteration 1F: 3 clusters Score -151800.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151896.125000 Penalty: 2447.406006
	Iteration 2F: 3 clusters Score -151896.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -151942.078125 Penalty: 2447.406006
	Iteration 3Q: 3 clusters Score -151942.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -151970.421875 Penalty: 2447.406006
	Iteration 4Q: 3 clusters Score -151970.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151988.312500 Penalty: 2447.406006
	Iteration 5Q: 3 clusters Score -151988.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -151999.687500 Penalty: 2447.406006
	Iteration 6Q: 3 clusters Score -151999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152008.750000 Penalty: 2447.406006
	Iteration 7Q: 3 clusters Score -152008.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152018.468750 Penalty: 2447.406006
	Iteration 8Q: 3 clusters Score -152018.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152027.015625 Penalty: 2447.406006
	Iteration 9Q: 3 clusters Score -152027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -152033.843750 Penalty: 2447.406006
	Iteration 10Q: 3 clusters Score -152033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152039.875000 Penalty: 2447.406006
	Iteration 11Q: 3 clusters Score -152039.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152045.812500 Penalty: 2447.406006
	Iteration 12Q: 3 clusters Score -152045.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152052.875000 Penalty: 2447.406006
	Iteration 13Q: 3 clusters Score -152052.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -152059.984375 Penalty: 2447.406006
	Iteration 14Q: 3 clusters Score -152060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152063.046875 Penalty: 2447.406006
	Iteration 15Q: 3 clusters Score -152063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152066.046875 Penalty: 2447.406006
	Iteration 16Q: 3 clusters Score -152066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -152069.312500 Penalty: 2447.406006
	Iteration 17Q: 3 clusters Score -152069.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -152071.484375 Penalty: 2447.406006
	Iteration 18Q: 3 clusters Score -152071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -152072.421875 Penalty: 2447.406006
	Iteration 19Q: 3 clusters Score -152072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -152073.890625 Penalty: 2447.406006
	Iteration 20F: 3 clusters Score -152073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152075.421875 Penalty: 2447.406006
	Iteration 21Q: 3 clusters Score -152075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152077.078125 Penalty: 2447.406006
	Iteration 22Q: 3 clusters Score -152077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -152078.328125 Penalty: 2447.406006
	Iteration 23Q: 3 clusters Score -152078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152078.843750 Penalty: 2447.406006
	Iteration 24Q: 3 clusters Score -152078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152078.843750 Penalty: 2447.406006
	Iteration 25F: 3 clusters Score -152078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -261006.671875 Penalty: 1285.411377
	Iteration 0F: 2 clusters Score -261006.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -258430.687500 Penalty: 2570.822754
	Iteration 0F: 3 clusters Score -258430.7 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -259002.437500 Penalty: 2570.822754
	Iteration 1F: 3 clusters Score -259002.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -259129.359375 Penalty: 2570.822754
	Iteration 2F: 3 clusters Score -259129.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -259221.375000 Penalty: 2570.822754
	Iteration 3F: 3 clusters Score -259221.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -259285.640625 Penalty: 2570.822754
	Iteration 4Q: 3 clusters Score -259285.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -259329.750000 Penalty: 2570.822754
	Iteration 5Q: 3 clusters Score -259329.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -259362.828125 Penalty: 2570.822754
	Iteration 6Q: 3 clusters Score -259362.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -259395.015625 Penalty: 2570.822754
	Iteration 7Q: 3 clusters Score -259395 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -259420.187500 Penalty: 2570.822754
	Iteration 8Q: 3 clusters Score -259420.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -259444.484375 Penalty: 2570.822754
	Iteration 9Q: 3 clusters Score -259444.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -259464.171875 Penalty: 2570.822754
	Iteration 10Q: 3 clusters Score -259464.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -259480.484375 Penalty: 2570.822754
	Iteration 11Q: 3 clusters Score -259480.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -259495.640625 Penalty: 2570.822754
	Iteration 12Q: 3 clusters Score -259495.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -259508.390625 Penalty: 2570.822754
	Iteration 13Q: 3 clusters Score -259508.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -259521.625000 Penalty: 2570.822754
	Iteration 14Q: 3 clusters Score -259521.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -259536.296875 Penalty: 2570.822754
	Iteration 15Q: 3 clusters Score -259536.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -259556.203125 Penalty: 2570.822754
	Iteration 16Q: 3 clusters Score -259556.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -259569.812500 Penalty: 2570.822754
	Iteration 17Q: 3 clusters Score -259569.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -259582.484375 Penalty: 2570.822754
	Iteration 18Q: 3 clusters Score -259582.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -259595.765625 Penalty: 2570.822754
	Iteration 19Q: 3 clusters Score -259595.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -259615.046875 Penalty: 2570.822754
	Iteration 20F: 3 clusters Score -259615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -259639.781250 Penalty: 2570.822754
	Iteration 21Q: 3 clusters Score -259639.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -259672.593750 Penalty: 2570.822754
	Iteration 22Q: 3 clusters Score -259672.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -259695.062500 Penalty: 2570.822754
	Iteration 23Q: 3 clusters Score -259695.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -259713.546875 Penalty: 2570.822754
	Iteration 24Q: 3 clusters Score -259713.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -259730.687500 Penalty: 2570.822754
	Iteration 25Q: 3 clusters Score -259730.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -259746.671875 Penalty: 2570.822754
	Iteration 26Q: 3 clusters Score -259746.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -259768.281250 Penalty: 2570.822754
	Iteration 27Q: 3 clusters Score -259768.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -259791.203125 Penalty: 2570.822754
	Iteration 28Q: 3 clusters Score -259791.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -259815.390625 Penalty: 2570.822754
	Iteration 29Q: 3 clusters Score -259815.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -259832.421875 Penalty: 2570.822754
	Iteration 30Q: 3 clusters Score -259832.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -259850.875000 Penalty: 2570.822754
	Iteration 31Q: 3 clusters Score -259850.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -259870.218750 Penalty: 2570.822754
	Iteration 32Q: 3 clusters Score -259870.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -259888.859375 Penalty: 2570.822754
	Iteration 33Q: 3 clusters Score -259888.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -259905.343750 Penalty: 2570.822754
	Iteration 34Q: 3 clusters Score -259905.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -259916.953125 Penalty: 2570.822754
	Iteration 35Q: 3 clusters Score -259917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -259926.109375 Penalty: 2570.822754
	Iteration 36Q: 3 clusters Score -259926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -259937.484375 Penalty: 2570.822754
	Iteration 37Q: 3 clusters Score -259937.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -259947.281250 Penalty: 2570.822754
	Iteration 38Q: 3 clusters Score -259947.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -259957.812500 Penalty: 2570.822754
	Iteration 39Q: 3 clusters Score -259957.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -259968.250000 Penalty: 2570.822754
	Iteration 40F: 3 clusters Score -259968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -259972.656250 Penalty: 2570.822754
	Iteration 41Q: 3 clusters Score -259972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -259975.015625 Penalty: 2570.822754
	Iteration 42Q: 3 clusters Score -259975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -259976.453125 Penalty: 2570.822754
	Iteration 43Q: 3 clusters Score -259976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -259979.609375 Penalty: 2570.822754
	Iteration 44Q: 3 clusters Score -259979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -259983.390625 Penalty: 2570.822754
	Iteration 45Q: 3 clusters Score -259983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -259989.609375 Penalty: 2570.822754
	Iteration 46Q: 3 clusters Score -259989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -259992.343750 Penalty: 2570.822754
	Iteration 47Q: 3 clusters Score -259992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -259995.250000 Penalty: 2570.822754
	Iteration 48Q: 3 clusters Score -259995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -259999.156250 Penalty: 2570.822754
	Iteration 49Q: 3 clusters Score -259999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -260001.515625 Penalty: 2570.822754
	Iteration 50Q: 3 clusters Score -260001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -260001.859375 Penalty: 2570.822754
	Iteration 51Q: 3 clusters Score -260001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -260003.078125 Penalty: 2570.822754
	Iteration 52Q: 3 clusters Score -260003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -260002.968750 Penalty: 2570.822754
	Iteration 53Q: 3 clusters Score -260003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -260002.968750 Penalty: 2570.822754
	Iteration 54F: 3 clusters Score -260003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Entering Unmasked Estep 
Score: -1273404.625000 Penalty: 1545.097778
	Iteration 0F: 2 clusters Score -1273405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1263961.875000 Penalty: 3090.195557
	Iteration 0F: 3 clusters Score -1263962 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1267217.125000 Penalty: 3090.195557
	Iteration 1F: 3 clusters Score -1267217 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1267739.750000 Penalty: 3090.195557
	Iteration 2F: 3 clusters Score -1267740 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1268352.125000 Penalty: 3090.195557
	Iteration 3F: 3 clusters Score -1268352 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1269091.250000 Penalty: 3090.195557
	Iteration 4F: 3 clusters Score -1269091 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1269865.250000 Penalty: 3090.195557
	Iteration 5F: 3 clusters Score -1269865 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1270510.750000 Penalty: 3090.195557
	Iteration 6F: 3 clusters Score -1270511 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1270972.500000 Penalty: 3090.195557
	Iteration 7Q: 3 clusters Score -1270972 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1271262.500000 Penalty: 3090.195557
	Iteration 8Q: 3 clusters Score -1271262 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1271479.750000 Penalty: 3090.195557
	Iteration 9Q: 3 clusters Score -1271480 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1271619.500000 Penalty: 3090.195557
	Iteration 10Q: 3 clusters Score -1271620 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1271707.750000 Penalty: 3090.195557
	Iteration 11Q: 3 clusters Score -1271708 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1271762.250000 Penalty: 3090.195557
	Iteration 12Q: 3 clusters Score -1271762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1271803.375000 Penalty: 3090.195557
	Iteration 13Q: 3 clusters Score -1271803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1271843.625000 Penalty: 3090.195557
	Iteration 14Q: 3 clusters Score -1271844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1271874.750000 Penalty: 3090.195557
	Iteration 15Q: 3 clusters Score -1271875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1271898.000000 Penalty: 3090.195557
	Iteration 16Q: 3 clusters Score -1271898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1271918.750000 Penalty: 3090.195557
	Iteration 17Q: 3 clusters Score -1271919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1271927.500000 Penalty: 3090.195557
	Iteration 18Q: 3 clusters Score -1271928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1271931.625000 Penalty: 3090.195557
	Iteration 19Q: 3 clusters Score -1271932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1271936.125000 Penalty: 3090.195557
	Iteration 20F: 3 clusters Score -1271936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1271940.000000 Penalty: 3090.195557
	Iteration 21Q: 3 clusters Score -1271940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1271951.250000 Penalty: 3090.195557
	Iteration 22Q: 3 clusters Score -1271951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1271955.250000 Penalty: 3090.195557
	Iteration 23Q: 3 clusters Score -1271955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1271959.375000 Penalty: 3090.195557
	Iteration 24Q: 3 clusters Score -1271959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1271962.125000 Penalty: 3090.195557
	Iteration 25Q: 3 clusters Score -1271962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1271965.625000 Penalty: 3090.195557
	Iteration 26Q: 3 clusters Score -1271966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1271968.500000 Penalty: 3090.195557
	Iteration 27Q: 3 clusters Score -1271968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1271974.625000 Penalty: 3090.195557
	Iteration 28Q: 3 clusters Score -1271975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1271979.875000 Penalty: 3090.195557
	Iteration 29Q: 3 clusters Score -1271980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1271982.000000 Penalty: 3090.195557
	Iteration 30Q: 3 clusters Score -1271982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1271987.500000 Penalty: 3090.195557
	Iteration 31Q: 3 clusters Score -1271988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1271989.750000 Penalty: 3090.195557
	Iteration 32Q: 3 clusters Score -1271990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1271995.625000 Penalty: 3090.195557
	Iteration 33Q: 3 clusters Score -1271996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1271998.500000 Penalty: 3090.195557
	Iteration 34Q: 3 clusters Score -1271998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1272002.875000 Penalty: 3090.195557
	Iteration 35Q: 3 clusters Score -1272003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1272001.625000 Penalty: 3090.195557
	Iteration 36Q: 3 clusters Score -1272002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1272005.750000 Penalty: 3090.195557
	Iteration 37Q: 3 clusters Score -1272006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1272004.375000 Penalty: 3090.195557
	Iteration 38Q: 3 clusters Score -1272004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1272006.000000 Penalty: 3090.195557
	Iteration 39Q: 3 clusters Score -1272006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1272007.750000 Penalty: 3090.195557
	Iteration 40F: 3 clusters Score -1272008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1272011.875000 Penalty: 3090.195557
	Iteration 41Q: 3 clusters Score -1272012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1272013.250000 Penalty: 3090.195557
	Iteration 42Q: 3 clusters Score -1272013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1272014.000000 Penalty: 3090.195557
	Iteration 43Q: 3 clusters Score -1272014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1272016.875000 Penalty: 3090.195557
	Iteration 44Q: 3 clusters Score -1272017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1272019.875000 Penalty: 3090.195557
	Iteration 45Q: 3 clusters Score -1272020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1272023.250000 Penalty: 3090.195557
	Iteration 46Q: 3 clusters Score -1272023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1272021.125000 Penalty: 3090.195557
	Iteration 47Q: 3 clusters Score -1272021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1272025.125000 Penalty: 3090.195557
	Iteration 48Q: 3 clusters Score -1272025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1272026.500000 Penalty: 3090.195557
	Iteration 49Q: 3 clusters Score -1272026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1272027.375000 Penalty: 3090.195557
	Iteration 50Q: 3 clusters Score -1272027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1272028.125000 Penalty: 3090.195557
	Iteration 51Q: 3 clusters Score -1272028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1272029.625000 Penalty: 3090.195557
	Iteration 52Q: 3 clusters Score -1272030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1272029.750000 Penalty: 3090.195557
	Iteration 53Q: 3 clusters Score -1272030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1272031.625000 Penalty: 3090.195557
	Iteration 54Q: 3 clusters Score -1272032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1272032.125000 Penalty: 3090.195557
	Iteration 55Q: 3 clusters Score -1272032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1272034.000000 Penalty: 3090.195557
	Iteration 56Q: 3 clusters Score -1272034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1272035.500000 Penalty: 3090.195557
	Iteration 57Q: 3 clusters Score -1272036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1272037.500000 Penalty: 3090.195557
	Iteration 58Q: 3 clusters Score -1272038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1272036.875000 Penalty: 3090.195557
	Iteration 59Q: 3 clusters Score -1272037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1272035.500000 Penalty: 3090.195557
	Iteration 60F: 3 clusters Score -1272036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1272037.375000 Penalty: 3090.195557
	Iteration 61Q: 3 clusters Score -1272037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1272038.125000 Penalty: 3090.195557
	Iteration 62Q: 3 clusters Score -1272038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1272040.250000 Penalty: 3090.195557
	Iteration 63Q: 3 clusters Score -1272040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1272039.875000 Penalty: 3090.195557
	Iteration 64Q: 3 clusters Score -1272040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1272039.875000 Penalty: 3090.195557
	Iteration 65F: 3 clusters Score -1272040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -495621.062500 Penalty: 1404.105469
	Iteration 0F: 2 clusters Score -495621.1 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 2765 members 
Entering Unmasked Estep 
Score: -491160.812500 Penalty: 2808.210938
	Iteration 0F: 3 clusters Score -491160.8 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -492468.062500 Penalty: 2808.210938
	Iteration 1F: 3 clusters Score -492468.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -492690.093750 Penalty: 2808.210938
	Iteration 2F: 3 clusters Score -492690.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -492841.218750 Penalty: 2808.210938
	Iteration 3F: 3 clusters Score -492841.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -492962.156250 Penalty: 2808.210938
	Iteration 4Q: 3 clusters Score -492962.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -493076.093750 Penalty: 2808.210938
	Iteration 5Q: 3 clusters Score -493076.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -493202.906250 Penalty: 2808.210938
	Iteration 6Q: 3 clusters Score -493202.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -493333.375000 Penalty: 2808.210938
	Iteration 7Q: 3 clusters Score -493333.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -493471.093750 Penalty: 2808.210938
	Iteration 8Q: 3 clusters Score -493471.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -493626.875000 Penalty: 2808.210938
	Iteration 9Q: 3 clusters Score -493626.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -493779.375000 Penalty: 2808.210938
	Iteration 10Q: 3 clusters Score -493779.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -493920.000000 Penalty: 2808.210938
	Iteration 11Q: 3 clusters Score -493920 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -494033.093750 Penalty: 2808.210938
	Iteration 12Q: 3 clusters Score -494033.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -494123.375000 Penalty: 2808.210938
	Iteration 13Q: 3 clusters Score -494123.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -494196.625000 Penalty: 2808.210938
	Iteration 14Q: 3 clusters Score -494196.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -494257.406250 Penalty: 2808.210938
	Iteration 15Q: 3 clusters Score -494257.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -494293.031250 Penalty: 2808.210938
	Iteration 16Q: 3 clusters Score -494293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -494324.250000 Penalty: 2808.210938
	Iteration 17Q: 3 clusters Score -494324.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -494341.406250 Penalty: 2808.210938
	Iteration 18Q: 3 clusters Score -494341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -494353.718750 Penalty: 2808.210938
	Iteration 19Q: 3 clusters Score -494353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -494361.781250 Penalty: 2808.210938
	Iteration 20F: 3 clusters Score -494361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -494369.718750 Penalty: 2808.210938
	Iteration 21Q: 3 clusters Score -494369.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -494371.687500 Penalty: 2808.210938
	Iteration 22Q: 3 clusters Score -494371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -494374.406250 Penalty: 2808.210938
	Iteration 23Q: 3 clusters Score -494374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -494377.343750 Penalty: 2808.210938
	Iteration 24Q: 3 clusters Score -494377.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -494382.218750 Penalty: 2808.210938
	Iteration 25Q: 3 clusters Score -494382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -494384.375000 Penalty: 2808.210938
	Iteration 26Q: 3 clusters Score -494384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -494390.218750 Penalty: 2808.210938
	Iteration 27Q: 3 clusters Score -494390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -494395.343750 Penalty: 2808.210938
	Iteration 28Q: 3 clusters Score -494395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -494401.531250 Penalty: 2808.210938
	Iteration 29Q: 3 clusters Score -494401.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -494409.218750 Penalty: 2808.210938
	Iteration 30Q: 3 clusters Score -494409.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -494411.687500 Penalty: 2808.210938
	Iteration 31Q: 3 clusters Score -494411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -494414.000000 Penalty: 2808.210938
	Iteration 32Q: 3 clusters Score -494414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -494415.781250 Penalty: 2808.210938
	Iteration 33Q: 3 clusters Score -494415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -494415.781250 Penalty: 2808.210938
	Iteration 34F: 3 clusters Score -494415.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (125653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125653 members 
Entering Unmasked Estep 
Score: -11851374.000000 Penalty: 1907.957886
	Iteration 0F: 2 clusters Score -1.185137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -11767052.000000 Penalty: 3815.915771
	Iteration 0F: 3 clusters Score -1.176705e+07 nChanged 60481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -11802158.000000 Penalty: 3815.915771
	Iteration 1F: 3 clusters Score -1.180216e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -11803335.000000 Penalty: 3815.915771
	Iteration 2Q: 3 clusters Score -1.180334e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -11805472.000000 Penalty: 3815.915771
	Iteration 3Q: 3 clusters Score -1.180547e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -11809834.000000 Penalty: 3815.915771
	Iteration 4F: 3 clusters Score -1.180983e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -11817691.000000 Penalty: 3815.915771
	Iteration 5F: 3 clusters Score -1.181769e+07 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -11829487.000000 Penalty: 3815.915771
	Iteration 6F: 3 clusters Score -1.182949e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -11840486.000000 Penalty: 3815.915771
	Iteration 7F: 3 clusters Score -1.184049e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -11846789.000000 Penalty: 3815.915771
	Iteration 8Q: 3 clusters Score -1.184679e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 124883 members 
Entering Unmasked Estep 
Score: -11848912.000000 Penalty: 3815.915771
	Iteration 9Q: 3 clusters Score -1.184891e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -11849380.000000 Penalty: 3815.915771
	Iteration 10Q: 3 clusters Score -1.184938e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -11849533.000000 Penalty: 3815.915771
	Iteration 11Q: 3 clusters Score -1.184953e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 125513 members 
Entering Unmasked Estep 
Score: -11849602.000000 Penalty: 3815.915771
	Iteration 12Q: 3 clusters Score -1.18496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -11849633.000000 Penalty: 3815.915771
	Iteration 13Q: 3 clusters Score -1.184963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 125529 members 
Entering Unmasked Estep 
Score: -11849640.000000 Penalty: 3815.915771
	Iteration 14Q: 3 clusters Score -1.184964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -11849652.000000 Penalty: 3815.915771
	Iteration 15Q: 3 clusters Score -1.184965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -11849657.000000 Penalty: 3815.915771
	Iteration 16Q: 3 clusters Score -1.184966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125535 members 
Entering Unmasked Estep 
Score: -11849652.000000 Penalty: 3815.915771
	Iteration 17Q: 3 clusters Score -1.184965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 125536 members 
Entering Unmasked Estep 
Score: -11849663.000000 Penalty: 3815.915771
	Iteration 18Q: 3 clusters Score -1.184966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 125536 members 
Entering Unmasked Estep 
Score: -11849663.000000 Penalty: 3815.915771
	Iteration 19F: 3 clusters Score -1.184966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -561049.375000 Penalty: 1417.286865
	Iteration 0F: 2 clusters Score -561049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -556335.750000 Penalty: 2834.573730
	Iteration 0F: 3 clusters Score -556335.8 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -557808.500000 Penalty: 2834.573730
	Iteration 1F: 3 clusters Score -557808.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -558039.562500 Penalty: 2834.573730
	Iteration 2F: 3 clusters Score -558039.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -558225.125000 Penalty: 2834.573730
	Iteration 3F: 3 clusters Score -558225.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -558362.812500 Penalty: 2834.573730
	Iteration 4Q: 3 clusters Score -558362.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -558501.937500 Penalty: 2834.573730
	Iteration 5Q: 3 clusters Score -558501.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -558651.375000 Penalty: 2834.573730
	Iteration 6Q: 3 clusters Score -558651.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -558820.937500 Penalty: 2834.573730
	Iteration 7Q: 3 clusters Score -558820.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -558996.250000 Penalty: 2834.573730
	Iteration 8Q: 3 clusters Score -558996.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -559181.500000 Penalty: 2834.573730
	Iteration 9Q: 3 clusters Score -559181.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -559336.062500 Penalty: 2834.573730
	Iteration 10Q: 3 clusters Score -559336.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -559474.437500 Penalty: 2834.573730
	Iteration 11Q: 3 clusters Score -559474.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -559559.062500 Penalty: 2834.573730
	Iteration 12Q: 3 clusters Score -559559.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -559638.562500 Penalty: 2834.573730
	Iteration 13Q: 3 clusters Score -559638.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -559698.812500 Penalty: 2834.573730
	Iteration 14Q: 3 clusters Score -559698.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -559748.375000 Penalty: 2834.573730
	Iteration 15Q: 3 clusters Score -559748.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -559784.500000 Penalty: 2834.573730
	Iteration 16Q: 3 clusters Score -559784.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -559808.312500 Penalty: 2834.573730
	Iteration 17Q: 3 clusters Score -559808.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -559822.125000 Penalty: 2834.573730
	Iteration 18Q: 3 clusters Score -559822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -559824.437500 Penalty: 2834.573730
	Iteration 19Q: 3 clusters Score -559824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -559826.625000 Penalty: 2834.573730
	Iteration 20F: 3 clusters Score -559826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -559834.500000 Penalty: 2834.573730
	Iteration 21Q: 3 clusters Score -559834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -559836.687500 Penalty: 2834.573730
	Iteration 22Q: 3 clusters Score -559836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -559839.187500 Penalty: 2834.573730
	Iteration 23Q: 3 clusters Score -559839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -559840.187500 Penalty: 2834.573730
	Iteration 24Q: 3 clusters Score -559840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -559840.937500 Penalty: 2834.573730
	Iteration 25Q: 3 clusters Score -559840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -559840.937500 Penalty: 2834.573730
	Iteration 26F: 3 clusters Score -559840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6316 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47609 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 16956 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41479 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167298 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71402 members 
Mstep: Class 22 contains 1864 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593800.000000 Penalty: 56047.933594
Iteration 239Q: 27 clusters Score -5.15938e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47609 members 
Mstep: Class 5 contains 7293 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167315 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5764 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71400 members 
Mstep: Class 22 contains 1864 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593768.000000 Penalty: 56047.933594
Iteration 240F: 27 clusters Score -5.159377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6296 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47611 members 
Mstep: Class 5 contains 7289 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41479 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167326 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71398 members 
Mstep: Class 22 contains 1864 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593736.000000 Penalty: 56047.933594
Iteration 241Q: 27 clusters Score -5.159374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47613 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167336 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71397 members 
Mstep: Class 22 contains 1863 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593760.000000 Penalty: 56047.933594
Iteration 242Q: 27 clusters Score -5.159376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47614 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167345 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71396 members 
Mstep: Class 22 contains 1862 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593800.000000 Penalty: 56047.933594
Iteration 243Q: 27 clusters Score -5.15938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47617 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41479 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167355 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 18 contains 5270 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71395 members 
Mstep: Class 22 contains 1862 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593792.000000 Penalty: 56047.933594
Iteration 244Q: 27 clusters Score -5.159379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6272 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47617 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1732 members 
Mstep: Class 9 contains 41481 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167357 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71395 members 
Mstep: Class 22 contains 1864 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5661 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593796.000000 Penalty: 56047.933594
Iteration 245Q: 27 clusters Score -5.15938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47618 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 16955 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 167362 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71395 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5663 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593796.000000 Penalty: 56047.933594
Iteration 246Q: 27 clusters Score -5.15938e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6261 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47620 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 167365 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71394 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5667 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593824.000000 Penalty: 56047.933594
Iteration 247Q: 27 clusters Score -5.159382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47622 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 167375 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71393 members 
Mstep: Class 22 contains 1871 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5669 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593804.000000 Penalty: 56047.933594
Iteration 248Q: 27 clusters Score -5.15938e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 47623 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 167382 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71393 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5672 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593804.000000 Penalty: 56047.933594
Iteration 249Q: 27 clusters Score -5.15938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6244 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 47623 members 
Mstep: Class 5 contains 7241 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5345 members 
Mstep: Class 13 contains 167395 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71393 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5675 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593764.000000 Penalty: 56047.933594
Iteration 250Q: 27 clusters Score -5.159376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6241 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 47624 members 
Mstep: Class 5 contains 7233 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5345 members 
Mstep: Class 13 contains 167403 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71393 members 
Mstep: Class 22 contains 1869 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593760.000000 Penalty: 56047.933594
Iteration 251Q: 27 clusters Score -5.159376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6228 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 47624 members 
Mstep: Class 5 contains 7230 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5345 members 
Mstep: Class 13 contains 167417 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71392 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593776.000000 Penalty: 56047.933594
Iteration 252Q: 27 clusters Score -5.159378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6224 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 47624 members 
Mstep: Class 5 contains 7227 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41478 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 167422 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71393 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593776.000000 Penalty: 56047.933594
Iteration 253Q: 27 clusters Score -5.159378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47625 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5342 members 
Mstep: Class 13 contains 167429 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71392 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593768.000000 Penalty: 56047.933594
Iteration 254Q: 27 clusters Score -5.159377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47626 members 
Mstep: Class 5 contains 7218 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5342 members 
Mstep: Class 13 contains 167434 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71392 members 
Mstep: Class 22 contains 1869 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593780.000000 Penalty: 56047.933594
Iteration 255Q: 27 clusters Score -5.159378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47626 members 
Mstep: Class 5 contains 7212 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5342 members 
Mstep: Class 13 contains 167438 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71392 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593756.000000 Penalty: 56047.933594
Iteration 256Q: 27 clusters Score -5.159376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 47627 members 
Mstep: Class 5 contains 7209 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5341 members 
Mstep: Class 13 contains 167441 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71391 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593760.000000 Penalty: 56047.933594
Iteration 257Q: 27 clusters Score -5.159376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47627 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 167444 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71391 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593764.000000 Penalty: 56047.933594
Iteration 258Q: 27 clusters Score -5.159376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47627 members 
Mstep: Class 5 contains 7203 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41477 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 167448 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71391 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593724.000000 Penalty: 56047.933594
Iteration 259Q: 27 clusters Score -5.159372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47628 members 
Mstep: Class 5 contains 7199 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 167450 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71391 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593728.000000 Penalty: 56047.933594
Iteration 260F: 27 clusters Score -5.159373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47628 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 13 contains 167454 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71391 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593752.000000 Penalty: 56047.933594
Iteration 261Q: 27 clusters Score -5.159375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7196 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 167456 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71391 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593752.000000 Penalty: 56047.933594
Iteration 262Q: 27 clusters Score -5.159375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7192 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167462 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71391 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593744.000000 Penalty: 56047.933594
Iteration 263Q: 27 clusters Score -5.159374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7190 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167463 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71390 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 125653 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593756.000000 Penalty: 56047.933594
Iteration 264Q: 27 clusters Score -5.159376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7187 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167463 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593756.000000 Penalty: 56047.933594
Iteration 265Q: 27 clusters Score -5.159376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7184 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167462 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593716.000000 Penalty: 56047.933594
Iteration 266Q: 27 clusters Score -5.159372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7181 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167463 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593756.000000 Penalty: 56047.933594
Iteration 267Q: 27 clusters Score -5.159376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6222 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7180 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167464 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593732.000000 Penalty: 56047.933594
Iteration 268Q: 27 clusters Score -5.159373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6222 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7179 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167467 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593772.000000 Penalty: 56047.933594
Iteration 269Q: 27 clusters Score -5.159377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7178 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167470 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593740.000000 Penalty: 56047.933594
Iteration 270Q: 27 clusters Score -5.159374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7177 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167473 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593744.000000 Penalty: 56047.933594
Iteration 271Q: 27 clusters Score -5.159374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7177 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167474 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593736.000000 Penalty: 56047.933594
Iteration 272Q: 27 clusters Score -5.159374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7177 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167474 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51593736.000000 Penalty: 56047.933594
Iteration 273F: 27 clusters Score -5.159374e+07 nChanged 0
Entering ConstructFrom: 
Score: -51593736.000000 Penalty: 56047.933594
Entering ConstructFrom: 
Trying to split cluster 1 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -418959.687500 Penalty: 1370.317627
	Iteration 0F: 2 clusters Score -418959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -415213.718750 Penalty: 2740.635254
	Iteration 0F: 3 clusters Score -415213.7 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -416204.562500 Penalty: 2740.635254
	Iteration 1F: 3 clusters Score -416204.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -416371.531250 Penalty: 2740.635254
	Iteration 2F: 3 clusters Score -416371.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -416475.812500 Penalty: 2740.635254
	Iteration 3F: 3 clusters Score -416475.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -416542.468750 Penalty: 2740.635254
	Iteration 4Q: 3 clusters Score -416542.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -416580.281250 Penalty: 2740.635254
	Iteration 5Q: 3 clusters Score -416580.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -416612.937500 Penalty: 2740.635254
	Iteration 6Q: 3 clusters Score -416612.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -416649.781250 Penalty: 2740.635254
	Iteration 7Q: 3 clusters Score -416649.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -416689.250000 Penalty: 2740.635254
	Iteration 8Q: 3 clusters Score -416689.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -416722.875000 Penalty: 2740.635254
	Iteration 9Q: 3 clusters Score -416722.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -416757.656250 Penalty: 2740.635254
	Iteration 10Q: 3 clusters Score -416757.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -416794.312500 Penalty: 2740.635254
	Iteration 11Q: 3 clusters Score -416794.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -416836.968750 Penalty: 2740.635254
	Iteration 12Q: 3 clusters Score -416837 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -416872.187500 Penalty: 2740.635254
	Iteration 13Q: 3 clusters Score -416872.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -416902.593750 Penalty: 2740.635254
	Iteration 14Q: 3 clusters Score -416902.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -416938.843750 Penalty: 2740.635254
	Iteration 15Q: 3 clusters Score -416938.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -416986.937500 Penalty: 2740.635254
	Iteration 16Q: 3 clusters Score -416986.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -417032.218750 Penalty: 2740.635254
	Iteration 17Q: 3 clusters Score -417032.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -417071.718750 Penalty: 2740.635254
	Iteration 18Q: 3 clusters Score -417071.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -417111.250000 Penalty: 2740.635254
	Iteration 19Q: 3 clusters Score -417111.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -417153.093750 Penalty: 2740.635254
	Iteration 20F: 3 clusters Score -417153.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -417196.281250 Penalty: 2740.635254
	Iteration 21Q: 3 clusters Score -417196.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -417221.750000 Penalty: 2740.635254
	Iteration 22Q: 3 clusters Score -417221.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -417247.093750 Penalty: 2740.635254
	Iteration 23Q: 3 clusters Score -417247.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -417271.562500 Penalty: 2740.635254
	Iteration 24Q: 3 clusters Score -417271.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -417298.750000 Penalty: 2740.635254
	Iteration 25Q: 3 clusters Score -417298.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -417318.250000 Penalty: 2740.635254
	Iteration 26Q: 3 clusters Score -417318.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -417335.062500 Penalty: 2740.635254
	Iteration 27Q: 3 clusters Score -417335.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -417350.843750 Penalty: 2740.635254
	Iteration 28Q: 3 clusters Score -417350.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -417363.875000 Penalty: 2740.635254
	Iteration 29Q: 3 clusters Score -417363.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -417373.343750 Penalty: 2740.635254
	Iteration 30Q: 3 clusters Score -417373.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -417385.500000 Penalty: 2740.635254
	Iteration 31Q: 3 clusters Score -417385.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -417397.437500 Penalty: 2740.635254
	Iteration 32Q: 3 clusters Score -417397.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -417408.968750 Penalty: 2740.635254
	Iteration 33Q: 3 clusters Score -417409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -417422.656250 Penalty: 2740.635254
	Iteration 34Q: 3 clusters Score -417422.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -417431.687500 Penalty: 2740.635254
	Iteration 35Q: 3 clusters Score -417431.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -417442.531250 Penalty: 2740.635254
	Iteration 36Q: 3 clusters Score -417442.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -417451.500000 Penalty: 2740.635254
	Iteration 37Q: 3 clusters Score -417451.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -417464.531250 Penalty: 2740.635254
	Iteration 38Q: 3 clusters Score -417464.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -417475.812500 Penalty: 2740.635254
	Iteration 39Q: 3 clusters Score -417475.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -417491.218750 Penalty: 2740.635254
	Iteration 40F: 3 clusters Score -417491.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -417501.468750 Penalty: 2740.635254
	Iteration 41Q: 3 clusters Score -417501.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -417509.250000 Penalty: 2740.635254
	Iteration 42Q: 3 clusters Score -417509.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -417518.250000 Penalty: 2740.635254
	Iteration 43Q: 3 clusters Score -417518.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -417526.593750 Penalty: 2740.635254
	Iteration 44Q: 3 clusters Score -417526.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -417536.093750 Penalty: 2740.635254
	Iteration 45Q: 3 clusters Score -417536.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -417550.750000 Penalty: 2740.635254
	Iteration 46Q: 3 clusters Score -417550.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -417569.093750 Penalty: 2740.635254
	Iteration 47Q: 3 clusters Score -417569.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -417584.812500 Penalty: 2740.635254
	Iteration 48Q: 3 clusters Score -417584.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -417599.500000 Penalty: 2740.635254
	Iteration 49Q: 3 clusters Score -417599.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -417618.187500 Penalty: 2740.635254
	Iteration 50Q: 3 clusters Score -417618.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -417632.281250 Penalty: 2740.635254
	Iteration 51Q: 3 clusters Score -417632.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -417644.187500 Penalty: 2740.635254
	Iteration 52Q: 3 clusters Score -417644.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -417658.625000 Penalty: 2740.635254
	Iteration 53Q: 3 clusters Score -417658.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -417673.156250 Penalty: 2740.635254
	Iteration 54Q: 3 clusters Score -417673.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -417681.406250 Penalty: 2740.635254
	Iteration 55Q: 3 clusters Score -417681.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -417690.843750 Penalty: 2740.635254
	Iteration 56Q: 3 clusters Score -417690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -417698.500000 Penalty: 2740.635254
	Iteration 57Q: 3 clusters Score -417698.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -417704.093750 Penalty: 2740.635254
	Iteration 58Q: 3 clusters Score -417704.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -417709.062500 Penalty: 2740.635254
	Iteration 59Q: 3 clusters Score -417709.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -417714.625000 Penalty: 2740.635254
	Iteration 60F: 3 clusters Score -417714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -417718.187500 Penalty: 2740.635254
	Iteration 61Q: 3 clusters Score -417718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -417724.218750 Penalty: 2740.635254
	Iteration 62Q: 3 clusters Score -417724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -417724.250000 Penalty: 2740.635254
	Iteration 63Q: 3 clusters Score -417724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -417724.937500 Penalty: 2740.635254
	Iteration 64Q: 3 clusters Score -417724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -417727.281250 Penalty: 2740.635254
	Iteration 65Q: 3 clusters Score -417727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -417728.312500 Penalty: 2740.635254
	Iteration 66Q: 3 clusters Score -417728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -417729.781250 Penalty: 2740.635254
	Iteration 67Q: 3 clusters Score -417729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -417730.093750 Penalty: 2740.635254
	Iteration 68Q: 3 clusters Score -417730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -417732.437500 Penalty: 2740.635254
	Iteration 69Q: 3 clusters Score -417732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -417733.062500 Penalty: 2740.635254
	Iteration 70Q: 3 clusters Score -417733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -417734.250000 Penalty: 2740.635254
	Iteration 71Q: 3 clusters Score -417734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -417734.781250 Penalty: 2740.635254
	Iteration 72Q: 3 clusters Score -417734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -417736.250000 Penalty: 2740.635254
	Iteration 73Q: 3 clusters Score -417736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -417736.500000 Penalty: 2740.635254
	Iteration 74Q: 3 clusters Score -417736.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -417736.906250 Penalty: 2740.635254
	Iteration 75Q: 3 clusters Score -417736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -417736.406250 Penalty: 2740.635254
	Iteration 76Q: 3 clusters Score -417736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -417736.406250 Penalty: 2740.635254
	Iteration 77F: 3 clusters Score -417736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -582488.875000 Penalty: 1419.496704
	Iteration 0F: 2 clusters Score -582488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -577762.312500 Penalty: 2838.993408
	Iteration 0F: 3 clusters Score -577762.3 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -579128.437500 Penalty: 2838.993408
	Iteration 1F: 3 clusters Score -579128.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -579303.937500 Penalty: 2838.993408
	Iteration 2F: 3 clusters Score -579303.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -579395.250000 Penalty: 2838.993408
	Iteration 3Q: 3 clusters Score -579395.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -579453.687500 Penalty: 2838.993408
	Iteration 4Q: 3 clusters Score -579453.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -579500.375000 Penalty: 2838.993408
	Iteration 5Q: 3 clusters Score -579500.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -579534.187500 Penalty: 2838.993408
	Iteration 6Q: 3 clusters Score -579534.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -579574.875000 Penalty: 2838.993408
	Iteration 7Q: 3 clusters Score -579574.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -579608.125000 Penalty: 2838.993408
	Iteration 8Q: 3 clusters Score -579608.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -579641.250000 Penalty: 2838.993408
	Iteration 9Q: 3 clusters Score -579641.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -579674.250000 Penalty: 2838.993408
	Iteration 10Q: 3 clusters Score -579674.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -579709.812500 Penalty: 2838.993408
	Iteration 11Q: 3 clusters Score -579709.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -579736.500000 Penalty: 2838.993408
	Iteration 12Q: 3 clusters Score -579736.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -579767.312500 Penalty: 2838.993408
	Iteration 13Q: 3 clusters Score -579767.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -579796.312500 Penalty: 2838.993408
	Iteration 14Q: 3 clusters Score -579796.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -579845.187500 Penalty: 2838.993408
	Iteration 15Q: 3 clusters Score -579845.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -579893.500000 Penalty: 2838.993408
	Iteration 16Q: 3 clusters Score -579893.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -579943.625000 Penalty: 2838.993408
	Iteration 17Q: 3 clusters Score -579943.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -580008.687500 Penalty: 2838.993408
	Iteration 18Q: 3 clusters Score -580008.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -580074.562500 Penalty: 2838.993408
	Iteration 19Q: 3 clusters Score -580074.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -580149.500000 Penalty: 2838.993408
	Iteration 20F: 3 clusters Score -580149.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -580232.937500 Penalty: 2838.993408
	Iteration 21Q: 3 clusters Score -580232.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -580354.312500 Penalty: 2838.993408
	Iteration 22Q: 3 clusters Score -580354.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -580507.750000 Penalty: 2838.993408
	Iteration 23Q: 3 clusters Score -580507.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -580652.062500 Penalty: 2838.993408
	Iteration 24Q: 3 clusters Score -580652.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -580772.937500 Penalty: 2838.993408
	Iteration 25Q: 3 clusters Score -580772.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -580871.250000 Penalty: 2838.993408
	Iteration 26Q: 3 clusters Score -580871.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -580944.875000 Penalty: 2838.993408
	Iteration 27Q: 3 clusters Score -580944.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -581005.500000 Penalty: 2838.993408
	Iteration 28Q: 3 clusters Score -581005.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -581051.937500 Penalty: 2838.993408
	Iteration 29Q: 3 clusters Score -581051.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -581086.250000 Penalty: 2838.993408
	Iteration 30Q: 3 clusters Score -581086.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -581116.812500 Penalty: 2838.993408
	Iteration 31Q: 3 clusters Score -581116.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -581134.750000 Penalty: 2838.993408
	Iteration 32Q: 3 clusters Score -581134.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -581152.000000 Penalty: 2838.993408
	Iteration 33Q: 3 clusters Score -581152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -581175.625000 Penalty: 2838.993408
	Iteration 34Q: 3 clusters Score -581175.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -581191.937500 Penalty: 2838.993408
	Iteration 35Q: 3 clusters Score -581191.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -581204.750000 Penalty: 2838.993408
	Iteration 36Q: 3 clusters Score -581204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -581210.812500 Penalty: 2838.993408
	Iteration 37Q: 3 clusters Score -581210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -581215.375000 Penalty: 2838.993408
	Iteration 38Q: 3 clusters Score -581215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -581216.375000 Penalty: 2838.993408
	Iteration 39Q: 3 clusters Score -581216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -581224.812500 Penalty: 2838.993408
	Iteration 40F: 3 clusters Score -581224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -581229.812500 Penalty: 2838.993408
	Iteration 41Q: 3 clusters Score -581229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -581236.812500 Penalty: 2838.993408
	Iteration 42Q: 3 clusters Score -581236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -581242.875000 Penalty: 2838.993408
	Iteration 43Q: 3 clusters Score -581242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -581254.750000 Penalty: 2838.993408
	Iteration 44Q: 3 clusters Score -581254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -581260.125000 Penalty: 2838.993408
	Iteration 45Q: 3 clusters Score -581260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -581261.000000 Penalty: 2838.993408
	Iteration 46Q: 3 clusters Score -581261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -581264.687500 Penalty: 2838.993408
	Iteration 47Q: 3 clusters Score -581264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -581267.562500 Penalty: 2838.993408
	Iteration 48Q: 3 clusters Score -581267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -581269.625000 Penalty: 2838.993408
	Iteration 49Q: 3 clusters Score -581269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -581269.312500 Penalty: 2838.993408
	Iteration 50Q: 3 clusters Score -581269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -581269.312500 Penalty: 2838.993408
	Iteration 51F: 3 clusters Score -581269.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -200469.703125 Penalty: 1268.521973
	Iteration 0F: 2 clusters Score -200469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -198131.671875 Penalty: 2537.043945
	Iteration 0F: 3 clusters Score -198131.7 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -198634.281250 Penalty: 2537.043945
	Iteration 1F: 3 clusters Score -198634.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -198764.984375 Penalty: 2537.043945
	Iteration 2F: 3 clusters Score -198765 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -198888.937500 Penalty: 2537.043945
	Iteration 3F: 3 clusters Score -198888.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -199015.187500 Penalty: 2537.043945
	Iteration 4F: 3 clusters Score -199015.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -199160.890625 Penalty: 2537.043945
	Iteration 5Q: 3 clusters Score -199160.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -199341.640625 Penalty: 2537.043945
	Iteration 6F: 3 clusters Score -199341.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -199553.937500 Penalty: 2537.043945
	Iteration 7F: 3 clusters Score -199553.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -199746.625000 Penalty: 2537.043945
	Iteration 8F: 3 clusters Score -199746.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -199876.203125 Penalty: 2537.043945
	Iteration 9F: 3 clusters Score -199876.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -199940.343750 Penalty: 2537.043945
	Iteration 10Q: 3 clusters Score -199940.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -199975.265625 Penalty: 2537.043945
	Iteration 11Q: 3 clusters Score -199975.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -199995.906250 Penalty: 2537.043945
	Iteration 12Q: 3 clusters Score -199995.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -200010.281250 Penalty: 2537.043945
	Iteration 13Q: 3 clusters Score -200010.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -200019.828125 Penalty: 2537.043945
	Iteration 14Q: 3 clusters Score -200019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -200026.937500 Penalty: 2537.043945
	Iteration 15Q: 3 clusters Score -200026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -200032.296875 Penalty: 2537.043945
	Iteration 16Q: 3 clusters Score -200032.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -200035.281250 Penalty: 2537.043945
	Iteration 17Q: 3 clusters Score -200035.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -200039.375000 Penalty: 2537.043945
	Iteration 18Q: 3 clusters Score -200039.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -200046.843750 Penalty: 2537.043945
	Iteration 19Q: 3 clusters Score -200046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -200050.156250 Penalty: 2537.043945
	Iteration 20F: 3 clusters Score -200050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -200051.968750 Penalty: 2537.043945
	Iteration 21Q: 3 clusters Score -200052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -200051.968750 Penalty: 2537.043945
	Iteration 22F: 3 clusters Score -200052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Entering Unmasked Estep 
Score: -4430595.500000 Penalty: 1750.319580
	Iteration 0F: 2 clusters Score -4430596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4398659.500000 Penalty: 3500.639160
	Iteration 0F: 3 clusters Score -4398660 nChanged 22365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -4411203.000000 Penalty: 3500.639160
	Iteration 1F: 3 clusters Score -4411203 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4411615.000000 Penalty: 3500.639160
	Iteration 2Q: 3 clusters Score -4411615 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -4412124.000000 Penalty: 3500.639160
	Iteration 3Q: 3 clusters Score -4412124 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4412845.500000 Penalty: 3500.639160
	Iteration 4Q: 3 clusters Score -4412846 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -4413794.000000 Penalty: 3500.639160
	Iteration 5Q: 3 clusters Score -4413794 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4415387.000000 Penalty: 3500.639160
	Iteration 6F: 3 clusters Score -4415387 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4417757.500000 Penalty: 3500.639160
	Iteration 7F: 3 clusters Score -4417758 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4420804.000000 Penalty: 3500.639160
	Iteration 8F: 3 clusters Score -4420804 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -4423890.000000 Penalty: 3500.639160
	Iteration 9F: 3 clusters Score -4423890 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -4426109.500000 Penalty: 3500.639160
	Iteration 10Q: 3 clusters Score -4426110 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -4427377.000000 Penalty: 3500.639160
	Iteration 11Q: 3 clusters Score -4427377 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -4428104.500000 Penalty: 3500.639160
	Iteration 12Q: 3 clusters Score -4428104 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -4428481.500000 Penalty: 3500.639160
	Iteration 13Q: 3 clusters Score -4428482 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -4428683.500000 Penalty: 3500.639160
	Iteration 14Q: 3 clusters Score -4428684 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -4428828.500000 Penalty: 3500.639160
	Iteration 15Q: 3 clusters Score -4428828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -4428917.000000 Penalty: 3500.639160
	Iteration 16Q: 3 clusters Score -4428917 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -4428972.500000 Penalty: 3500.639160
	Iteration 17Q: 3 clusters Score -4428972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -4429017.500000 Penalty: 3500.639160
	Iteration 18Q: 3 clusters Score -4429018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -4429056.500000 Penalty: 3500.639160
	Iteration 19Q: 3 clusters Score -4429056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -4429075.000000 Penalty: 3500.639160
	Iteration 20F: 3 clusters Score -4429075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -4429081.500000 Penalty: 3500.639160
	Iteration 21Q: 3 clusters Score -4429082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -4429093.500000 Penalty: 3500.639160
	Iteration 22Q: 3 clusters Score -4429094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -4429102.000000 Penalty: 3500.639160
	Iteration 23Q: 3 clusters Score -4429102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -4429109.500000 Penalty: 3500.639160
	Iteration 24Q: 3 clusters Score -4429110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -4429117.000000 Penalty: 3500.639160
	Iteration 25Q: 3 clusters Score -4429117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -4429114.500000 Penalty: 3500.639160
	Iteration 26Q: 3 clusters Score -4429114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -4429117.500000 Penalty: 3500.639160
	Iteration 27Q: 3 clusters Score -4429118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -4429121.000000 Penalty: 3500.639160
	Iteration 28Q: 3 clusters Score -4429121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -4429121.000000 Penalty: 3500.639160
	Iteration 29F: 3 clusters Score -4429121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Entering Unmasked Estep 
Score: -628317.312500 Penalty: 1442.778442
	Iteration 0F: 2 clusters Score -628317.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -622959.875000 Penalty: 2885.556885
	Iteration 0F: 3 clusters Score -622959.9 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -624548.187500 Penalty: 2885.556885
	Iteration 1F: 3 clusters Score -624548.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -624816.750000 Penalty: 2885.556885
	Iteration 2F: 3 clusters Score -624816.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -625067.562500 Penalty: 2885.556885
	Iteration 3F: 3 clusters Score -625067.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -625310.000000 Penalty: 2885.556885
	Iteration 4F: 3 clusters Score -625310 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -625511.250000 Penalty: 2885.556885
	Iteration 5Q: 3 clusters Score -625511.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -625690.125000 Penalty: 2885.556885
	Iteration 6Q: 3 clusters Score -625690.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -625824.187500 Penalty: 2885.556885
	Iteration 7Q: 3 clusters Score -625824.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -625945.562500 Penalty: 2885.556885
	Iteration 8Q: 3 clusters Score -625945.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -626069.562500 Penalty: 2885.556885
	Iteration 9Q: 3 clusters Score -626069.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -626219.000000 Penalty: 2885.556885
	Iteration 10Q: 3 clusters Score -626219 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -626385.437500 Penalty: 2885.556885
	Iteration 11Q: 3 clusters Score -626385.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -626564.687500 Penalty: 2885.556885
	Iteration 12Q: 3 clusters Score -626564.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -626718.125000 Penalty: 2885.556885
	Iteration 13Q: 3 clusters Score -626718.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -626849.812500 Penalty: 2885.556885
	Iteration 14Q: 3 clusters Score -626849.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -626944.000000 Penalty: 2885.556885
	Iteration 15Q: 3 clusters Score -626944 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -627011.875000 Penalty: 2885.556885
	Iteration 16Q: 3 clusters Score -627011.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -627070.937500 Penalty: 2885.556885
	Iteration 17Q: 3 clusters Score -627070.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -627119.937500 Penalty: 2885.556885
	Iteration 18Q: 3 clusters Score -627119.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -627157.062500 Penalty: 2885.556885
	Iteration 19Q: 3 clusters Score -627157.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -627184.312500 Penalty: 2885.556885
	Iteration 20F: 3 clusters Score -627184.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -627208.062500 Penalty: 2885.556885
	Iteration 21Q: 3 clusters Score -627208.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -627233.875000 Penalty: 2885.556885
	Iteration 22Q: 3 clusters Score -627233.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -627259.687500 Penalty: 2885.556885
	Iteration 23Q: 3 clusters Score -627259.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -627285.937500 Penalty: 2885.556885
	Iteration 24Q: 3 clusters Score -627285.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -627303.187500 Penalty: 2885.556885
	Iteration 25Q: 3 clusters Score -627303.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -627319.500000 Penalty: 2885.556885
	Iteration 26Q: 3 clusters Score -627319.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -627333.500000 Penalty: 2885.556885
	Iteration 27Q: 3 clusters Score -627333.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -627342.625000 Penalty: 2885.556885
	Iteration 28Q: 3 clusters Score -627342.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -627352.062500 Penalty: 2885.556885
	Iteration 29Q: 3 clusters Score -627352.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -627361.625000 Penalty: 2885.556885
	Iteration 30Q: 3 clusters Score -627361.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -627369.562500 Penalty: 2885.556885
	Iteration 31Q: 3 clusters Score -627369.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -627376.750000 Penalty: 2885.556885
	Iteration 32Q: 3 clusters Score -627376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -627382.437500 Penalty: 2885.556885
	Iteration 33Q: 3 clusters Score -627382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -627381.750000 Penalty: 2885.556885
	Iteration 34Q: 3 clusters Score -627381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -627383.812500 Penalty: 2885.556885
	Iteration 35Q: 3 clusters Score -627383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -627386.750000 Penalty: 2885.556885
	Iteration 36Q: 3 clusters Score -627386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -627387.437500 Penalty: 2885.556885
	Iteration 37Q: 3 clusters Score -627387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -627390.437500 Penalty: 2885.556885
	Iteration 38Q: 3 clusters Score -627390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -627393.500000 Penalty: 2885.556885
	Iteration 39Q: 3 clusters Score -627393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -627396.500000 Penalty: 2885.556885
	Iteration 40F: 3 clusters Score -627396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -627397.750000 Penalty: 2885.556885
	Iteration 41Q: 3 clusters Score -627397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -627397.937500 Penalty: 2885.556885
	Iteration 42Q: 3 clusters Score -627397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -627399.000000 Penalty: 2885.556885
	Iteration 43Q: 3 clusters Score -627399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -627398.937500 Penalty: 2885.556885
	Iteration 44Q: 3 clusters Score -627398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -627398.562500 Penalty: 2885.556885
	Iteration 45Q: 3 clusters Score -627398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -627401.000000 Penalty: 2885.556885
	Iteration 46Q: 3 clusters Score -627401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -627401.812500 Penalty: 2885.556885
	Iteration 47Q: 3 clusters Score -627401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -627402.375000 Penalty: 2885.556885
	Iteration 48Q: 3 clusters Score -627402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -627401.875000 Penalty: 2885.556885
	Iteration 49Q: 3 clusters Score -627401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -627402.250000 Penalty: 2885.556885
	Iteration 50Q: 3 clusters Score -627402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -627403.500000 Penalty: 2885.556885
	Iteration 51Q: 3 clusters Score -627403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -627402.875000 Penalty: 2885.556885
	Iteration 52Q: 3 clusters Score -627402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -627403.812500 Penalty: 2885.556885
	Iteration 53Q: 3 clusters Score -627403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -627404.687500 Penalty: 2885.556885
	Iteration 54Q: 3 clusters Score -627404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -627406.625000 Penalty: 2885.556885
	Iteration 55Q: 3 clusters Score -627406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -627406.687500 Penalty: 2885.556885
	Iteration 56Q: 3 clusters Score -627406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -627407.125000 Penalty: 2885.556885
	Iteration 57Q: 3 clusters Score -627407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -627408.187500 Penalty: 2885.556885
	Iteration 58Q: 3 clusters Score -627408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -627410.125000 Penalty: 2885.556885
	Iteration 59Q: 3 clusters Score -627410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -627409.875000 Penalty: 2885.556885
	Iteration 60F: 3 clusters Score -627409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -627410.812500 Penalty: 2885.556885
	Iteration 61Q: 3 clusters Score -627410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -627411.875000 Penalty: 2885.556885
	Iteration 62Q: 3 clusters Score -627411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -627413.187500 Penalty: 2885.556885
	Iteration 63Q: 3 clusters Score -627413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -627413.500000 Penalty: 2885.556885
	Iteration 64Q: 3 clusters Score -627413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -627413.500000 Penalty: 2885.556885
	Iteration 65F: 3 clusters Score -627413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Entering Unmasked Estep 
Score: -1521569.500000 Penalty: 1582.467163
	Iteration 0F: 2 clusters Score -1521570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1509931.125000 Penalty: 3164.934326
	Iteration 0F: 3 clusters Score -1509931 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1514002.875000 Penalty: 3164.934326
	Iteration 1F: 3 clusters Score -1514003 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1514480.125000 Penalty: 3164.934326
	Iteration 2F: 3 clusters Score -1514480 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1515029.500000 Penalty: 3164.934326
	Iteration 3F: 3 clusters Score -1515030 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1515738.750000 Penalty: 3164.934326
	Iteration 4F: 3 clusters Score -1515739 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1516660.750000 Penalty: 3164.934326
	Iteration 5F: 3 clusters Score -1516661 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1517774.750000 Penalty: 3164.934326
	Iteration 6F: 3 clusters Score -1517775 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1518936.000000 Penalty: 3164.934326
	Iteration 7F: 3 clusters Score -1518936 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1519766.250000 Penalty: 3164.934326
	Iteration 8Q: 3 clusters Score -1519766 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1520276.750000 Penalty: 3164.934326
	Iteration 9Q: 3 clusters Score -1520277 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1520535.500000 Penalty: 3164.934326
	Iteration 10Q: 3 clusters Score -1520536 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1520654.125000 Penalty: 3164.934326
	Iteration 11Q: 3 clusters Score -1520654 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1520720.000000 Penalty: 3164.934326
	Iteration 12Q: 3 clusters Score -1520720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1520750.875000 Penalty: 3164.934326
	Iteration 13Q: 3 clusters Score -1520751 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1520770.375000 Penalty: 3164.934326
	Iteration 14Q: 3 clusters Score -1520770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1520787.625000 Penalty: 3164.934326
	Iteration 15Q: 3 clusters Score -1520788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1520802.500000 Penalty: 3164.934326
	Iteration 16Q: 3 clusters Score -1520802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1520822.500000 Penalty: 3164.934326
	Iteration 17Q: 3 clusters Score -1520822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1520836.125000 Penalty: 3164.934326
	Iteration 18Q: 3 clusters Score -1520836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1520856.250000 Penalty: 3164.934326
	Iteration 19Q: 3 clusters Score -1520856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1520872.375000 Penalty: 3164.934326
	Iteration 20F: 3 clusters Score -1520872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1520894.500000 Penalty: 3164.934326
	Iteration 21Q: 3 clusters Score -1520894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1520913.375000 Penalty: 3164.934326
	Iteration 22Q: 3 clusters Score -1520913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1520936.250000 Penalty: 3164.934326
	Iteration 23Q: 3 clusters Score -1520936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1520956.875000 Penalty: 3164.934326
	Iteration 24Q: 3 clusters Score -1520957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1520966.125000 Penalty: 3164.934326
	Iteration 25Q: 3 clusters Score -1520966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1520976.125000 Penalty: 3164.934326
	Iteration 26Q: 3 clusters Score -1520976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1520986.250000 Penalty: 3164.934326
	Iteration 27Q: 3 clusters Score -1520986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1520991.250000 Penalty: 3164.934326
	Iteration 28Q: 3 clusters Score -1520991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1520998.125000 Penalty: 3164.934326
	Iteration 29Q: 3 clusters Score -1520998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1521014.125000 Penalty: 3164.934326
	Iteration 30Q: 3 clusters Score -1521014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1521019.375000 Penalty: 3164.934326
	Iteration 31Q: 3 clusters Score -1521019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1521022.625000 Penalty: 3164.934326
	Iteration 32Q: 3 clusters Score -1521023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1521029.875000 Penalty: 3164.934326
	Iteration 33Q: 3 clusters Score -1521030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1521042.250000 Penalty: 3164.934326
	Iteration 34Q: 3 clusters Score -1521042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1521047.500000 Penalty: 3164.934326
	Iteration 35Q: 3 clusters Score -1521048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1521048.250000 Penalty: 3164.934326
	Iteration 36Q: 3 clusters Score -1521048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1521049.625000 Penalty: 3164.934326
	Iteration 37Q: 3 clusters Score -1521050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1521052.000000 Penalty: 3164.934326
	Iteration 38Q: 3 clusters Score -1521052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1521056.875000 Penalty: 3164.934326
	Iteration 39Q: 3 clusters Score -1521057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1521062.875000 Penalty: 3164.934326
	Iteration 40F: 3 clusters Score -1521063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1521070.125000 Penalty: 3164.934326
	Iteration 41Q: 3 clusters Score -1521070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1521069.750000 Penalty: 3164.934326
	Iteration 42Q: 3 clusters Score -1521070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1521069.375000 Penalty: 3164.934326
	Iteration 43Q: 3 clusters Score -1521069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1521070.250000 Penalty: 3164.934326
	Iteration 44Q: 3 clusters Score -1521070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1521075.750000 Penalty: 3164.934326
	Iteration 45Q: 3 clusters Score -1521076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1521080.625000 Penalty: 3164.934326
	Iteration 46Q: 3 clusters Score -1521081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1521087.250000 Penalty: 3164.934326
	Iteration 47Q: 3 clusters Score -1521087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1521093.250000 Penalty: 3164.934326
	Iteration 48Q: 3 clusters Score -1521093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1521091.625000 Penalty: 3164.934326
	Iteration 49Q: 3 clusters Score -1521092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1521092.750000 Penalty: 3164.934326
	Iteration 50Q: 3 clusters Score -1521093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1521092.125000 Penalty: 3164.934326
	Iteration 51Q: 3 clusters Score -1521092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1521092.125000 Penalty: 3164.934326
	Iteration 52F: 3 clusters Score -1521092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Entering Unmasked Estep 
Score: -2125902.750000 Penalty: 1627.136719
	Iteration 0F: 2 clusters Score -2125903 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 11256 members 
Entering Unmasked Estep 
Score: -2110846.500000 Penalty: 3254.273438
	Iteration 0F: 3 clusters Score -2110846 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2116262.750000 Penalty: 3254.273438
	Iteration 1F: 3 clusters Score -2116263 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2116680.500000 Penalty: 3254.273438
	Iteration 2F: 3 clusters Score -2116680 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2117164.250000 Penalty: 3254.273438
	Iteration 3F: 3 clusters Score -2117164 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2117679.000000 Penalty: 3254.273438
	Iteration 4Q: 3 clusters Score -2117679 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2118333.250000 Penalty: 3254.273438
	Iteration 5F: 3 clusters Score -2118333 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2119311.500000 Penalty: 3254.273438
	Iteration 6F: 3 clusters Score -2119312 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2120601.750000 Penalty: 3254.273438
	Iteration 7F: 3 clusters Score -2120602 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2121974.500000 Penalty: 3254.273438
	Iteration 8F: 3 clusters Score -2121974 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2123043.750000 Penalty: 3254.273438
	Iteration 9F: 3 clusters Score -2123044 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2123730.250000 Penalty: 3254.273438
	Iteration 10Q: 3 clusters Score -2123730 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2124147.250000 Penalty: 3254.273438
	Iteration 11Q: 3 clusters Score -2124147 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2124378.250000 Penalty: 3254.273438
	Iteration 12Q: 3 clusters Score -2124378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2124496.750000 Penalty: 3254.273438
	Iteration 13Q: 3 clusters Score -2124497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2124548.750000 Penalty: 3254.273438
	Iteration 14Q: 3 clusters Score -2124549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2124580.500000 Penalty: 3254.273438
	Iteration 15Q: 3 clusters Score -2124580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2124609.250000 Penalty: 3254.273438
	Iteration 16Q: 3 clusters Score -2124609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2124618.000000 Penalty: 3254.273438
	Iteration 17Q: 3 clusters Score -2124618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2124633.500000 Penalty: 3254.273438
	Iteration 18Q: 3 clusters Score -2124634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2124639.500000 Penalty: 3254.273438
	Iteration 19Q: 3 clusters Score -2124640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2124646.500000 Penalty: 3254.273438
	Iteration 20F: 3 clusters Score -2124646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2124655.000000 Penalty: 3254.273438
	Iteration 21Q: 3 clusters Score -2124655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2124656.500000 Penalty: 3254.273438
	Iteration 22Q: 3 clusters Score -2124656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2124660.500000 Penalty: 3254.273438
	Iteration 23Q: 3 clusters Score -2124660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2124663.750000 Penalty: 3254.273438
	Iteration 24Q: 3 clusters Score -2124664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2124664.750000 Penalty: 3254.273438
	Iteration 25Q: 3 clusters Score -2124665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2124669.500000 Penalty: 3254.273438
	Iteration 26Q: 3 clusters Score -2124670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2124671.250000 Penalty: 3254.273438
	Iteration 27Q: 3 clusters Score -2124671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2124671.750000 Penalty: 3254.273438
	Iteration 28Q: 3 clusters Score -2124672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2124672.000000 Penalty: 3254.273438
	Iteration 29Q: 3 clusters Score -2124672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2124672.500000 Penalty: 3254.273438
	Iteration 30Q: 3 clusters Score -2124672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2124676.250000 Penalty: 3254.273438
	Iteration 31Q: 3 clusters Score -2124676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2124676.250000 Penalty: 3254.273438
	Iteration 32F: 3 clusters Score -2124676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -130882.414062 Penalty: 1211.673950
	Iteration 0F: 2 clusters Score -130882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -128978.367188 Penalty: 2423.347900
	Iteration 0F: 3 clusters Score -128978.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -129652.843750 Penalty: 2423.347900
	Iteration 1F: 3 clusters Score -129652.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -129997.734375 Penalty: 2423.347900
	Iteration 2F: 3 clusters Score -129997.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -130214.132812 Penalty: 2423.347900
	Iteration 3F: 3 clusters Score -130214.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -130351.835938 Penalty: 2423.347900
	Iteration 4F: 3 clusters Score -130351.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -130521.406250 Penalty: 2423.347900
	Iteration 5F: 3 clusters Score -130521.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -130668.390625 Penalty: 2423.347900
	Iteration 6F: 3 clusters Score -130668.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -130787.507812 Penalty: 2423.347900
	Iteration 7Q: 3 clusters Score -130787.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -130899.007812 Penalty: 2423.347900
	Iteration 8Q: 3 clusters Score -130899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -130976.734375 Penalty: 2423.347900
	Iteration 9Q: 3 clusters Score -130976.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -131124.984375 Penalty: 2423.347900
	Iteration 10Q: 3 clusters Score -131125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -131187.609375 Penalty: 2423.347900
	Iteration 11Q: 3 clusters Score -131187.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -131214.625000 Penalty: 2423.347900
	Iteration 12Q: 3 clusters Score -131214.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -131227.406250 Penalty: 2423.347900
	Iteration 13Q: 3 clusters Score -131227.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -131231.000000 Penalty: 2423.347900
	Iteration 14Q: 3 clusters Score -131231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -131232.718750 Penalty: 2423.347900
	Iteration 15Q: 3 clusters Score -131232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -131233.578125 Penalty: 2423.347900
	Iteration 16Q: 3 clusters Score -131233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -131237.171875 Penalty: 2423.347900
	Iteration 17F: 3 clusters Score -131237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -131238.609375 Penalty: 2423.347900
	Iteration 18Q: 3 clusters Score -131238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -131240.828125 Penalty: 2423.347900
	Iteration 19Q: 3 clusters Score -131240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -131241.609375 Penalty: 2423.347900
	Iteration 20F: 3 clusters Score -131241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -131242.078125 Penalty: 2423.347900
	Iteration 21Q: 3 clusters Score -131242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -131244.250000 Penalty: 2423.347900
	Iteration 22Q: 3 clusters Score -131244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -131244.843750 Penalty: 2423.347900
	Iteration 23Q: 3 clusters Score -131244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -131244.843750 Penalty: 2423.347900
	Iteration 24F: 3 clusters Score -131244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 7177 members 
Mstep: Class 6 contains 16954 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 9 contains 41474 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 167474 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 71389 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 13471 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 125654 members 
Mstep: Class 27 contains 6139 members 
Entering Unmasked Estep 
Score: -51593168.000000 Penalty: 58203.625000
Splitting cluster 8 changes total score from -51593736.000000 to -51593168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Entering Unmasked Estep 
Score: -3760479.000000 Penalty: 1727.833618
	Iteration 0F: 2 clusters Score -3760479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3732747.000000 Penalty: 3455.667236
	Iteration 0F: 3 clusters Score -3732747 nChanged 19275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3743490.250000 Penalty: 3455.667236
	Iteration 1F: 3 clusters Score -3743490 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3743858.750000 Penalty: 3455.667236
	Iteration 2Q: 3 clusters Score -3743859 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3744251.000000 Penalty: 3455.667236
	Iteration 3Q: 3 clusters Score -3744251 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3744678.750000 Penalty: 3455.667236
	Iteration 4Q: 3 clusters Score -3744679 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3745174.750000 Penalty: 3455.667236
	Iteration 5Q: 3 clusters Score -3745175 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3745824.750000 Penalty: 3455.667236
	Iteration 6Q: 3 clusters Score -3745825 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3746596.250000 Penalty: 3455.667236
	Iteration 7Q: 3 clusters Score -3746596 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3747598.500000 Penalty: 3455.667236
	Iteration 8F: 3 clusters Score -3747598 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3748770.750000 Penalty: 3455.667236
	Iteration 9F: 3 clusters Score -3748771 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3750044.000000 Penalty: 3455.667236
	Iteration 10F: 3 clusters Score -3750044 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3751220.500000 Penalty: 3455.667236
	Iteration 11F: 3 clusters Score -3751220 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3752113.000000 Penalty: 3455.667236
	Iteration 12Q: 3 clusters Score -3752113 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3752807.500000 Penalty: 3455.667236
	Iteration 13Q: 3 clusters Score -3752808 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3753294.250000 Penalty: 3455.667236
	Iteration 14Q: 3 clusters Score -3753294 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3753822.000000 Penalty: 3455.667236
	Iteration 15Q: 3 clusters Score -3753822 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3754284.000000 Penalty: 3455.667236
	Iteration 16Q: 3 clusters Score -3754284 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3754770.000000 Penalty: 3455.667236
	Iteration 17Q: 3 clusters Score -3754770 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3755328.750000 Penalty: 3455.667236
	Iteration 18Q: 3 clusters Score -3755329 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3755930.750000 Penalty: 3455.667236
	Iteration 19Q: 3 clusters Score -3755931 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3756529.000000 Penalty: 3455.667236
	Iteration 20F: 3 clusters Score -3756529 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3757111.750000 Penalty: 3455.667236
	Iteration 21Q: 3 clusters Score -3757112 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3757673.500000 Penalty: 3455.667236
	Iteration 22Q: 3 clusters Score -3757674 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3758127.000000 Penalty: 3455.667236
	Iteration 23Q: 3 clusters Score -3758127 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3758457.500000 Penalty: 3455.667236
	Iteration 24Q: 3 clusters Score -3758458 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3758644.500000 Penalty: 3455.667236
	Iteration 25Q: 3 clusters Score -3758644 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3758763.000000 Penalty: 3455.667236
	Iteration 26Q: 3 clusters Score -3758763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3758837.750000 Penalty: 3455.667236
	Iteration 27Q: 3 clusters Score -3758838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3758892.000000 Penalty: 3455.667236
	Iteration 28Q: 3 clusters Score -3758892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3758927.500000 Penalty: 3455.667236
	Iteration 29Q: 3 clusters Score -3758928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3758958.000000 Penalty: 3455.667236
	Iteration 30Q: 3 clusters Score -3758958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3758986.250000 Penalty: 3455.667236
	Iteration 31Q: 3 clusters Score -3758986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3758996.750000 Penalty: 3455.667236
	Iteration 32Q: 3 clusters Score -3758997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3759002.000000 Penalty: 3455.667236
	Iteration 33Q: 3 clusters Score -3759002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3759001.500000 Penalty: 3455.667236
	Iteration 34Q: 3 clusters Score -3759002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3759000.250000 Penalty: 3455.667236
	Iteration 35Q: 3 clusters Score -3759000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3759000.250000 Penalty: 3455.667236
	Iteration 36F: 3 clusters Score -3759000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -202792.343750 Penalty: 1262.455322
	Iteration 0F: 2 clusters Score -202792.3 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 1150 members 
Entering Unmasked Estep 
Score: -200534.046875 Penalty: 2524.910645
	Iteration 0F: 3 clusters Score -200534 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -201146.812500 Penalty: 2524.910645
	Iteration 1F: 3 clusters Score -201146.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -201362.609375 Penalty: 2524.910645
	Iteration 2F: 3 clusters Score -201362.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -201542.703125 Penalty: 2524.910645
	Iteration 3F: 3 clusters Score -201542.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -201737.359375 Penalty: 2524.910645
	Iteration 4F: 3 clusters Score -201737.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -201895.468750 Penalty: 2524.910645
	Iteration 5F: 3 clusters Score -201895.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -202059.375000 Penalty: 2524.910645
	Iteration 6F: 3 clusters Score -202059.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -202184.093750 Penalty: 2524.910645
	Iteration 7Q: 3 clusters Score -202184.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -202287.250000 Penalty: 2524.910645
	Iteration 8Q: 3 clusters Score -202287.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -202404.390625 Penalty: 2524.910645
	Iteration 9Q: 3 clusters Score -202404.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -202497.359375 Penalty: 2524.910645
	Iteration 10Q: 3 clusters Score -202497.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -202559.296875 Penalty: 2524.910645
	Iteration 11Q: 3 clusters Score -202559.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -202587.812500 Penalty: 2524.910645
	Iteration 12Q: 3 clusters Score -202587.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -202597.468750 Penalty: 2524.910645
	Iteration 13Q: 3 clusters Score -202597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -202602.812500 Penalty: 2524.910645
	Iteration 14Q: 3 clusters Score -202602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -202605.875000 Penalty: 2524.910645
	Iteration 15Q: 3 clusters Score -202605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -202605.875000 Penalty: 2524.910645
	Iteration 16F: 3 clusters Score -202605.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -173778.812500 Penalty: 1243.229736
	Iteration 0F: 2 clusters Score -173778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -171630.718750 Penalty: 2486.459473
	Iteration 0F: 3 clusters Score -171630.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -172165.671875 Penalty: 2486.459473
	Iteration 1F: 3 clusters Score -172165.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -172321.328125 Penalty: 2486.459473
	Iteration 2F: 3 clusters Score -172321.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -172441.343750 Penalty: 2486.459473
	Iteration 3F: 3 clusters Score -172441.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -172564.875000 Penalty: 2486.459473
	Iteration 4F: 3 clusters Score -172564.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -172722.187500 Penalty: 2486.459473
	Iteration 5F: 3 clusters Score -172722.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -172892.640625 Penalty: 2486.459473
	Iteration 6F: 3 clusters Score -172892.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -173048.125000 Penalty: 2486.459473
	Iteration 7F: 3 clusters Score -173048.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -173179.093750 Penalty: 2486.459473
	Iteration 8Q: 3 clusters Score -173179.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -173299.046875 Penalty: 2486.459473
	Iteration 9Q: 3 clusters Score -173299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -173385.875000 Penalty: 2486.459473
	Iteration 10Q: 3 clusters Score -173385.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -173453.093750 Penalty: 2486.459473
	Iteration 11Q: 3 clusters Score -173453.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -173487.859375 Penalty: 2486.459473
	Iteration 12Q: 3 clusters Score -173487.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -173513.312500 Penalty: 2486.459473
	Iteration 13Q: 3 clusters Score -173513.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -173525.546875 Penalty: 2486.459473
	Iteration 14Q: 3 clusters Score -173525.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -173531.281250 Penalty: 2486.459473
	Iteration 15Q: 3 clusters Score -173531.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -173536.109375 Penalty: 2486.459473
	Iteration 16Q: 3 clusters Score -173536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -173539.625000 Penalty: 2486.459473
	Iteration 17Q: 3 clusters Score -173539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -173542.890625 Penalty: 2486.459473
	Iteration 18Q: 3 clusters Score -173542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -173544.390625 Penalty: 2486.459473
	Iteration 19Q: 3 clusters Score -173544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -173550.984375 Penalty: 2486.459473
	Iteration 20F: 3 clusters Score -173551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -173555.031250 Penalty: 2486.459473
	Iteration 21Q: 3 clusters Score -173555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -173555.968750 Penalty: 2486.459473
	Iteration 22Q: 3 clusters Score -173556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -173555.968750 Penalty: 2486.459473
	Iteration 23F: 3 clusters Score -173556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -474672.687500 Penalty: 1394.643188
	Iteration 0F: 2 clusters Score -474672.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -470437.281250 Penalty: 2789.286377
	Iteration 0F: 3 clusters Score -470437.3 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -471644.500000 Penalty: 2789.286377
	Iteration 1F: 3 clusters Score -471644.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -471851.218750 Penalty: 2789.286377
	Iteration 2F: 3 clusters Score -471851.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -472012.750000 Penalty: 2789.286377
	Iteration 3F: 3 clusters Score -472012.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -472172.000000 Penalty: 2789.286377
	Iteration 4F: 3 clusters Score -472172 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -472346.968750 Penalty: 2789.286377
	Iteration 5F: 3 clusters Score -472347 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -472520.250000 Penalty: 2789.286377
	Iteration 6F: 3 clusters Score -472520.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -472680.500000 Penalty: 2789.286377
	Iteration 7Q: 3 clusters Score -472680.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -472839.906250 Penalty: 2789.286377
	Iteration 8Q: 3 clusters Score -472839.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -472994.843750 Penalty: 2789.286377
	Iteration 9Q: 3 clusters Score -472994.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -473093.437500 Penalty: 2789.286377
	Iteration 10Q: 3 clusters Score -473093.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -473183.406250 Penalty: 2789.286377
	Iteration 11Q: 3 clusters Score -473183.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -473254.312500 Penalty: 2789.286377
	Iteration 12Q: 3 clusters Score -473254.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -473309.406250 Penalty: 2789.286377
	Iteration 13Q: 3 clusters Score -473309.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -473353.406250 Penalty: 2789.286377
	Iteration 14Q: 3 clusters Score -473353.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -473393.343750 Penalty: 2789.286377
	Iteration 15Q: 3 clusters Score -473393.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -473415.718750 Penalty: 2789.286377
	Iteration 16Q: 3 clusters Score -473415.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -473433.156250 Penalty: 2789.286377
	Iteration 17Q: 3 clusters Score -473433.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -473445.750000 Penalty: 2789.286377
	Iteration 18Q: 3 clusters Score -473445.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -473460.406250 Penalty: 2789.286377
	Iteration 19Q: 3 clusters Score -473460.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -473473.031250 Penalty: 2789.286377
	Iteration 20F: 3 clusters Score -473473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -473489.218750 Penalty: 2789.286377
	Iteration 21Q: 3 clusters Score -473489.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -473503.875000 Penalty: 2789.286377
	Iteration 22Q: 3 clusters Score -473503.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -473516.656250 Penalty: 2789.286377
	Iteration 23Q: 3 clusters Score -473516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -473521.281250 Penalty: 2789.286377
	Iteration 24Q: 3 clusters Score -473521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -473525.031250 Penalty: 2789.286377
	Iteration 25Q: 3 clusters Score -473525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -473526.406250 Penalty: 2789.286377
	Iteration 26Q: 3 clusters Score -473526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -473526.406250 Penalty: 2789.286377
	Iteration 27F: 3 clusters Score -473526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167474 members 
Entering Unmasked Estep 
Score: -14959233.000000 Penalty: 1954.644775
	Iteration 0F: 2 clusters Score -1.495923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -14847176.000000 Penalty: 3909.289551
	Iteration 0F: 3 clusters Score -1.484718e+07 nChanged 80727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -14894563.000000 Penalty: 3909.289551
	Iteration 1F: 3 clusters Score -1.489456e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -14896532.000000 Penalty: 3909.289551
	Iteration 2Q: 3 clusters Score -1.489653e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -14900622.000000 Penalty: 3909.289551
	Iteration 3F: 3 clusters Score -1.490062e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 116846 members 
Entering Unmasked Estep 
Score: -14908574.000000 Penalty: 3909.289551
	Iteration 4F: 3 clusters Score -1.490857e+07 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 132500 members 
Entering Unmasked Estep 
Score: -14922489.000000 Penalty: 3909.289551
	Iteration 5F: 3 clusters Score -1.492249e+07 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -14939053.000000 Penalty: 3909.289551
	Iteration 6F: 3 clusters Score -1.493905e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 159966 members 
Entering Unmasked Estep 
Score: -14950704.000000 Penalty: 3909.289551
	Iteration 7F: 3 clusters Score -1.49507e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 164888 members 
Entering Unmasked Estep 
Score: -14955325.000000 Penalty: 3909.289551
	Iteration 8Q: 3 clusters Score -1.495532e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -14956777.000000 Penalty: 3909.289551
	Iteration 9Q: 3 clusters Score -1.495678e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 166915 members 
Entering Unmasked Estep 
Score: -14957299.000000 Penalty: 3909.289551
	Iteration 10Q: 3 clusters Score -1.49573e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 167034 members 
Entering Unmasked Estep 
Score: -14957460.000000 Penalty: 3909.289551
	Iteration 11Q: 3 clusters Score -1.495746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 167081 members 
Entering Unmasked Estep 
Score: -14957555.000000 Penalty: 3909.289551
	Iteration 12Q: 3 clusters Score -1.495756e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 167092 members 
Entering Unmasked Estep 
Score: -14957601.000000 Penalty: 3909.289551
	Iteration 13Q: 3 clusters Score -1.49576e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -14957645.000000 Penalty: 3909.289551
	Iteration 14Q: 3 clusters Score -1.495764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -14957672.000000 Penalty: 3909.289551
	Iteration 15Q: 3 clusters Score -1.495767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 167102 members 
Entering Unmasked Estep 
Score: -14957697.000000 Penalty: 3909.289551
	Iteration 16Q: 3 clusters Score -1.49577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 167107 members 
Entering Unmasked Estep 
Score: -14957710.000000 Penalty: 3909.289551
	Iteration 17Q: 3 clusters Score -1.495771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -14957727.000000 Penalty: 3909.289551
	Iteration 18Q: 3 clusters Score -1.495773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -14957730.000000 Penalty: 3909.289551
	Iteration 19Q: 3 clusters Score -1.495773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -14957741.000000 Penalty: 3909.289551
	Iteration 20F: 3 clusters Score -1.495774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 167124 members 
Entering Unmasked Estep 
Score: -14957750.000000 Penalty: 3909.289551
	Iteration 21Q: 3 clusters Score -1.495775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 167128 members 
Entering Unmasked Estep 
Score: -14957754.000000 Penalty: 3909.289551
	Iteration 22Q: 3 clusters Score -1.495775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 167129 members 
Entering Unmasked Estep 
Score: -14957765.000000 Penalty: 3909.289551
	Iteration 23Q: 3 clusters Score -1.495776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 167127 members 
Entering Unmasked Estep 
Score: -14957756.000000 Penalty: 3909.289551
	Iteration 24Q: 3 clusters Score -1.495776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 167127 members 
Entering Unmasked Estep 
Score: -14957756.000000 Penalty: 3909.289551
	Iteration 25F: 3 clusters Score -1.495776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -189637.390625 Penalty: 1248.702637
	Iteration 0F: 2 clusters Score -189637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -187445.406250 Penalty: 2497.405273
	Iteration 0F: 3 clusters Score -187445.4 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -187933.640625 Penalty: 2497.405273
	Iteration 1F: 3 clusters Score -187933.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -188058.718750 Penalty: 2497.405273
	Iteration 2F: 3 clusters Score -188058.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188155.609375 Penalty: 2497.405273
	Iteration 3F: 3 clusters Score -188155.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188225.906250 Penalty: 2497.405273
	Iteration 4Q: 3 clusters Score -188225.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -188274.140625 Penalty: 2497.405273
	Iteration 5Q: 3 clusters Score -188274.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188312.171875 Penalty: 2497.405273
	Iteration 6Q: 3 clusters Score -188312.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -188355.812500 Penalty: 2497.405273
	Iteration 7Q: 3 clusters Score -188355.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -188407.984375 Penalty: 2497.405273
	Iteration 8Q: 3 clusters Score -188408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -188475.109375 Penalty: 2497.405273
	Iteration 9Q: 3 clusters Score -188475.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -188546.421875 Penalty: 2497.405273
	Iteration 10Q: 3 clusters Score -188546.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -188590.890625 Penalty: 2497.405273
	Iteration 11Q: 3 clusters Score -188590.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188645.906250 Penalty: 2497.405273
	Iteration 12Q: 3 clusters Score -188645.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -188690.906250 Penalty: 2497.405273
	Iteration 13Q: 3 clusters Score -188690.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -188723.781250 Penalty: 2497.405273
	Iteration 14Q: 3 clusters Score -188723.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -188754.578125 Penalty: 2497.405273
	Iteration 15Q: 3 clusters Score -188754.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -188783.640625 Penalty: 2497.405273
	Iteration 16Q: 3 clusters Score -188783.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -188806.578125 Penalty: 2497.405273
	Iteration 17Q: 3 clusters Score -188806.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -188826.765625 Penalty: 2497.405273
	Iteration 18Q: 3 clusters Score -188826.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -188839.156250 Penalty: 2497.405273
	Iteration 19Q: 3 clusters Score -188839.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -188850.734375 Penalty: 2497.405273
	Iteration 20F: 3 clusters Score -188850.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -188866.828125 Penalty: 2497.405273
	Iteration 21Q: 3 clusters Score -188866.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -188876.359375 Penalty: 2497.405273
	Iteration 22Q: 3 clusters Score -188876.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -188887.859375 Penalty: 2497.405273
	Iteration 23Q: 3 clusters Score -188887.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -188894.765625 Penalty: 2497.405273
	Iteration 24Q: 3 clusters Score -188894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -188899.671875 Penalty: 2497.405273
	Iteration 25Q: 3 clusters Score -188899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -188904.000000 Penalty: 2497.405273
	Iteration 26Q: 3 clusters Score -188904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -188906.000000 Penalty: 2497.405273
	Iteration 27Q: 3 clusters Score -188906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -188908.156250 Penalty: 2497.405273
	Iteration 28Q: 3 clusters Score -188908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -188908.546875 Penalty: 2497.405273
	Iteration 29Q: 3 clusters Score -188908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -188908.546875 Penalty: 2497.405273
	Iteration 30F: 3 clusters Score -188908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -193770.765625 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -193770.8 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 1066 members 
Entering Unmasked Estep 
Score: -191564.906250 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -191564.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -192105.953125 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -192106 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -192257.593750 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -192257.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192325.968750 Penalty: 2493.797363
	Iteration 3F: 3 clusters Score -192326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -192366.593750 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -192366.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -192398.484375 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -192398.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192427.093750 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -192427.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -192451.375000 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -192451.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -192466.093750 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -192466.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -192486.859375 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -192486.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -192504.140625 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -192504.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -192525.031250 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -192525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -192537.859375 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -192537.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -192548.265625 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -192548.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -192558.406250 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -192558.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -192563.921875 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -192563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -192568.921875 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -192568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -192571.421875 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -192571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -192575.359375 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -192575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -192579.656250 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -192579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -192584.140625 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -192584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -192586.500000 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -192586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -192588.687500 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -192588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -192590.031250 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -192590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -192591.031250 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -192591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -192592.390625 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -192592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -192593.671875 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -192593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -192594.734375 Penalty: 2493.797363
	Iteration 27Q: 3 clusters Score -192594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -192595.109375 Penalty: 2493.797363
	Iteration 28Q: 3 clusters Score -192595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -192595.109375 Penalty: 2493.797363
	Iteration 29F: 3 clusters Score -192595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -476782.406250 Penalty: 1407.460327
	Iteration 0F: 2 clusters Score -476782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -472276.687500 Penalty: 2814.920654
	Iteration 0F: 3 clusters Score -472276.7 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -473655.687500 Penalty: 2814.920654
	Iteration 1F: 3 clusters Score -473655.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -473910.375000 Penalty: 2814.920654
	Iteration 2F: 3 clusters Score -473910.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -474102.718750 Penalty: 2814.920654
	Iteration 3F: 3 clusters Score -474102.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -474260.781250 Penalty: 2814.920654
	Iteration 4F: 3 clusters Score -474260.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -474415.031250 Penalty: 2814.920654
	Iteration 5Q: 3 clusters Score -474415 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -474575.750000 Penalty: 2814.920654
	Iteration 6Q: 3 clusters Score -474575.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -474730.562500 Penalty: 2814.920654
	Iteration 7Q: 3 clusters Score -474730.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -474869.875000 Penalty: 2814.920654
	Iteration 8Q: 3 clusters Score -474869.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -474996.156250 Penalty: 2814.920654
	Iteration 9Q: 3 clusters Score -474996.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -475102.687500 Penalty: 2814.920654
	Iteration 10Q: 3 clusters Score -475102.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -475192.468750 Penalty: 2814.920654
	Iteration 11Q: 3 clusters Score -475192.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -475261.375000 Penalty: 2814.920654
	Iteration 12Q: 3 clusters Score -475261.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -475319.031250 Penalty: 2814.920654
	Iteration 13Q: 3 clusters Score -475319 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -475368.437500 Penalty: 2814.920654
	Iteration 14Q: 3 clusters Score -475368.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -475395.750000 Penalty: 2814.920654
	Iteration 15Q: 3 clusters Score -475395.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -475422.281250 Penalty: 2814.920654
	Iteration 16Q: 3 clusters Score -475422.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -475442.562500 Penalty: 2814.920654
	Iteration 17Q: 3 clusters Score -475442.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -475463.875000 Penalty: 2814.920654
	Iteration 18Q: 3 clusters Score -475463.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -475476.687500 Penalty: 2814.920654
	Iteration 19Q: 3 clusters Score -475476.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -475490.156250 Penalty: 2814.920654
	Iteration 20F: 3 clusters Score -475490.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -475503.125000 Penalty: 2814.920654
	Iteration 21Q: 3 clusters Score -475503.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -475515.468750 Penalty: 2814.920654
	Iteration 22Q: 3 clusters Score -475515.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -475525.312500 Penalty: 2814.920654
	Iteration 23Q: 3 clusters Score -475525.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -475535.906250 Penalty: 2814.920654
	Iteration 24Q: 3 clusters Score -475535.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -475546.750000 Penalty: 2814.920654
	Iteration 25Q: 3 clusters Score -475546.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -475566.781250 Penalty: 2814.920654
	Iteration 26Q: 3 clusters Score -475566.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -475588.312500 Penalty: 2814.920654
	Iteration 27Q: 3 clusters Score -475588.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -475608.000000 Penalty: 2814.920654
	Iteration 28Q: 3 clusters Score -475608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -475620.687500 Penalty: 2814.920654
	Iteration 29Q: 3 clusters Score -475620.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -475630.875000 Penalty: 2814.920654
	Iteration 30Q: 3 clusters Score -475630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -475635.187500 Penalty: 2814.920654
	Iteration 31Q: 3 clusters Score -475635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -475641.875000 Penalty: 2814.920654
	Iteration 32Q: 3 clusters Score -475641.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -475650.781250 Penalty: 2814.920654
	Iteration 33Q: 3 clusters Score -475650.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -475663.906250 Penalty: 2814.920654
	Iteration 34Q: 3 clusters Score -475663.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -475675.718750 Penalty: 2814.920654
	Iteration 35Q: 3 clusters Score -475675.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -475692.906250 Penalty: 2814.920654
	Iteration 36Q: 3 clusters Score -475692.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -475716.343750 Penalty: 2814.920654
	Iteration 37Q: 3 clusters Score -475716.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -475748.531250 Penalty: 2814.920654
	Iteration 38Q: 3 clusters Score -475748.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -475786.281250 Penalty: 2814.920654
	Iteration 39Q: 3 clusters Score -475786.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -475806.093750 Penalty: 2814.920654
	Iteration 40F: 3 clusters Score -475806.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -475813.281250 Penalty: 2814.920654
	Iteration 41Q: 3 clusters Score -475813.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -475820.906250 Penalty: 2814.920654
	Iteration 42Q: 3 clusters Score -475820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -475825.156250 Penalty: 2814.920654
	Iteration 43Q: 3 clusters Score -475825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -475827.812500 Penalty: 2814.920654
	Iteration 44Q: 3 clusters Score -475827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -475828.656250 Penalty: 2814.920654
	Iteration 45Q: 3 clusters Score -475828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -475829.187500 Penalty: 2814.920654
	Iteration 46Q: 3 clusters Score -475829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -475831.593750 Penalty: 2814.920654
	Iteration 47Q: 3 clusters Score -475831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -475833.750000 Penalty: 2814.920654
	Iteration 48Q: 3 clusters Score -475833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -475834.562500 Penalty: 2814.920654
	Iteration 49Q: 3 clusters Score -475834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -475835.000000 Penalty: 2814.920654
	Iteration 50Q: 3 clusters Score -475835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -475835.000000 Penalty: 2814.920654
	Iteration 51F: 3 clusters Score -475835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -463397.218750 Penalty: 1392.559448
	Iteration 0F: 2 clusters Score -463397.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -459239.000000 Penalty: 2785.118896
	Iteration 0F: 3 clusters Score -459239 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -460421.281250 Penalty: 2785.118896
	Iteration 1F: 3 clusters Score -460421.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -460631.718750 Penalty: 2785.118896
	Iteration 2F: 3 clusters Score -460631.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -460802.875000 Penalty: 2785.118896
	Iteration 3F: 3 clusters Score -460802.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -460982.968750 Penalty: 2785.118896
	Iteration 4F: 3 clusters Score -460983 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -461159.156250 Penalty: 2785.118896
	Iteration 5Q: 3 clusters Score -461159.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -461355.281250 Penalty: 2785.118896
	Iteration 6Q: 3 clusters Score -461355.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -461606.343750 Penalty: 2785.118896
	Iteration 7F: 3 clusters Score -461606.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -461890.218750 Penalty: 2785.118896
	Iteration 8F: 3 clusters Score -461890.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -462172.625000 Penalty: 2785.118896
	Iteration 9F: 3 clusters Score -462172.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -462378.562500 Penalty: 2785.118896
	Iteration 10Q: 3 clusters Score -462378.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -462513.031250 Penalty: 2785.118896
	Iteration 11Q: 3 clusters Score -462513 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -462581.906250 Penalty: 2785.118896
	Iteration 12Q: 3 clusters Score -462581.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -462627.500000 Penalty: 2785.118896
	Iteration 13Q: 3 clusters Score -462627.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -462660.906250 Penalty: 2785.118896
	Iteration 14Q: 3 clusters Score -462660.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -462680.156250 Penalty: 2785.118896
	Iteration 15Q: 3 clusters Score -462680.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -462696.031250 Penalty: 2785.118896
	Iteration 16Q: 3 clusters Score -462696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -462708.468750 Penalty: 2785.118896
	Iteration 17Q: 3 clusters Score -462708.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -462721.656250 Penalty: 2785.118896
	Iteration 18Q: 3 clusters Score -462721.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -462733.968750 Penalty: 2785.118896
	Iteration 19Q: 3 clusters Score -462734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -462744.312500 Penalty: 2785.118896
	Iteration 20F: 3 clusters Score -462744.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -462752.312500 Penalty: 2785.118896
	Iteration 21Q: 3 clusters Score -462752.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -462759.500000 Penalty: 2785.118896
	Iteration 22Q: 3 clusters Score -462759.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -462766.843750 Penalty: 2785.118896
	Iteration 23Q: 3 clusters Score -462766.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -462775.812500 Penalty: 2785.118896
	Iteration 24Q: 3 clusters Score -462775.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -462781.500000 Penalty: 2785.118896
	Iteration 25Q: 3 clusters Score -462781.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -462787.343750 Penalty: 2785.118896
	Iteration 26Q: 3 clusters Score -462787.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -462792.656250 Penalty: 2785.118896
	Iteration 27Q: 3 clusters Score -462792.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -462798.500000 Penalty: 2785.118896
	Iteration 28Q: 3 clusters Score -462798.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -462804.031250 Penalty: 2785.118896
	Iteration 29Q: 3 clusters Score -462804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -462808.875000 Penalty: 2785.118896
	Iteration 30Q: 3 clusters Score -462808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -462812.125000 Penalty: 2785.118896
	Iteration 31Q: 3 clusters Score -462812.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -462816.187500 Penalty: 2785.118896
	Iteration 32Q: 3 clusters Score -462816.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -462819.656250 Penalty: 2785.118896
	Iteration 33Q: 3 clusters Score -462819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -462823.875000 Penalty: 2785.118896
	Iteration 34Q: 3 clusters Score -462823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -462825.500000 Penalty: 2785.118896
	Iteration 35Q: 3 clusters Score -462825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -462826.531250 Penalty: 2785.118896
	Iteration 36Q: 3 clusters Score -462826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -462826.562500 Penalty: 2785.118896
	Iteration 37Q: 3 clusters Score -462826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -462828.687500 Penalty: 2785.118896
	Iteration 38Q: 3 clusters Score -462828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -462829.718750 Penalty: 2785.118896
	Iteration 39Q: 3 clusters Score -462829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -462831.500000 Penalty: 2785.118896
	Iteration 40F: 3 clusters Score -462831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -462831.656250 Penalty: 2785.118896
	Iteration 41Q: 3 clusters Score -462831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -462832.562500 Penalty: 2785.118896
	Iteration 42Q: 3 clusters Score -462832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -462833.406250 Penalty: 2785.118896
	Iteration 43Q: 3 clusters Score -462833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -462834.343750 Penalty: 2785.118896
	Iteration 44Q: 3 clusters Score -462834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -462837.031250 Penalty: 2785.118896
	Iteration 45Q: 3 clusters Score -462837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -462837.468750 Penalty: 2785.118896
	Iteration 46Q: 3 clusters Score -462837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -462839.468750 Penalty: 2785.118896
	Iteration 47Q: 3 clusters Score -462839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -462840.718750 Penalty: 2785.118896
	Iteration 48Q: 3 clusters Score -462840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -462841.281250 Penalty: 2785.118896
	Iteration 49Q: 3 clusters Score -462841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -462842.125000 Penalty: 2785.118896
	Iteration 50Q: 3 clusters Score -462842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -462844.218750 Penalty: 2785.118896
	Iteration 51Q: 3 clusters Score -462844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -462848.343750 Penalty: 2785.118896
	Iteration 52Q: 3 clusters Score -462848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -462850.656250 Penalty: 2785.118896
	Iteration 53Q: 3 clusters Score -462850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -462850.937500 Penalty: 2785.118896
	Iteration 54Q: 3 clusters Score -462850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -462852.250000 Penalty: 2785.118896
	Iteration 55Q: 3 clusters Score -462852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -462851.718750 Penalty: 2785.118896
	Iteration 56Q: 3 clusters Score -462851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -462853.375000 Penalty: 2785.118896
	Iteration 57Q: 3 clusters Score -462853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -462853.281250 Penalty: 2785.118896
	Iteration 58Q: 3 clusters Score -462853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -462854.156250 Penalty: 2785.118896
	Iteration 59Q: 3 clusters Score -462854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -462855.687500 Penalty: 2785.118896
	Iteration 60F: 3 clusters Score -462855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -462855.750000 Penalty: 2785.118896
	Iteration 61Q: 3 clusters Score -462855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -462857.156250 Penalty: 2785.118896
	Iteration 62Q: 3 clusters Score -462857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -462857.093750 Penalty: 2785.118896
	Iteration 63Q: 3 clusters Score -462857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -462857.093750 Penalty: 2785.118896
	Iteration 64F: 3 clusters Score -462857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -406625.093750 Penalty: 1370.458984
	Iteration 0F: 2 clusters Score -406625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -402933.062500 Penalty: 2740.917969
	Iteration 0F: 3 clusters Score -402933.1 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -404032.625000 Penalty: 2740.917969
	Iteration 1F: 3 clusters Score -404032.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -404235.156250 Penalty: 2740.917969
	Iteration 2F: 3 clusters Score -404235.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -404370.125000 Penalty: 2740.917969
	Iteration 3F: 3 clusters Score -404370.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -404486.718750 Penalty: 2740.917969
	Iteration 4Q: 3 clusters Score -404486.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -404582.625000 Penalty: 2740.917969
	Iteration 5Q: 3 clusters Score -404582.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -404676.562500 Penalty: 2740.917969
	Iteration 6Q: 3 clusters Score -404676.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -404764.093750 Penalty: 2740.917969
	Iteration 7Q: 3 clusters Score -404764.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -404834.562500 Penalty: 2740.917969
	Iteration 8Q: 3 clusters Score -404834.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -404899.468750 Penalty: 2740.917969
	Iteration 9Q: 3 clusters Score -404899.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -404970.593750 Penalty: 2740.917969
	Iteration 10Q: 3 clusters Score -404970.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -405034.156250 Penalty: 2740.917969
	Iteration 11Q: 3 clusters Score -405034.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -405098.406250 Penalty: 2740.917969
	Iteration 12Q: 3 clusters Score -405098.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -405156.250000 Penalty: 2740.917969
	Iteration 13Q: 3 clusters Score -405156.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -405215.125000 Penalty: 2740.917969
	Iteration 14Q: 3 clusters Score -405215.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -405279.375000 Penalty: 2740.917969
	Iteration 15Q: 3 clusters Score -405279.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -405330.687500 Penalty: 2740.917969
	Iteration 16Q: 3 clusters Score -405330.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -405369.937500 Penalty: 2740.917969
	Iteration 17Q: 3 clusters Score -405369.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -405400.562500 Penalty: 2740.917969
	Iteration 18Q: 3 clusters Score -405400.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -405424.312500 Penalty: 2740.917969
	Iteration 19Q: 3 clusters Score -405424.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -405448.781250 Penalty: 2740.917969
	Iteration 20F: 3 clusters Score -405448.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -405476.562500 Penalty: 2740.917969
	Iteration 21Q: 3 clusters Score -405476.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -405502.968750 Penalty: 2740.917969
	Iteration 22Q: 3 clusters Score -405503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -405523.656250 Penalty: 2740.917969
	Iteration 23Q: 3 clusters Score -405523.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -405534.437500 Penalty: 2740.917969
	Iteration 24Q: 3 clusters Score -405534.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -405545.875000 Penalty: 2740.917969
	Iteration 25Q: 3 clusters Score -405545.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -405550.781250 Penalty: 2740.917969
	Iteration 26Q: 3 clusters Score -405550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -405557.437500 Penalty: 2740.917969
	Iteration 27Q: 3 clusters Score -405557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -405562.468750 Penalty: 2740.917969
	Iteration 28Q: 3 clusters Score -405562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -405567.968750 Penalty: 2740.917969
	Iteration 29Q: 3 clusters Score -405568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -405572.062500 Penalty: 2740.917969
	Iteration 30Q: 3 clusters Score -405572.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -405579.781250 Penalty: 2740.917969
	Iteration 31Q: 3 clusters Score -405579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -405581.781250 Penalty: 2740.917969
	Iteration 32Q: 3 clusters Score -405581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -405582.250000 Penalty: 2740.917969
	Iteration 33Q: 3 clusters Score -405582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -405582.250000 Penalty: 2740.917969
	Iteration 34F: 3 clusters Score -405582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -211525.171875 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -211525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -209198.906250 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -209198.9 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -209768.781250 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -209768.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -209878.421875 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -209878.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -209953.921875 Penalty: 2523.672119
	Iteration 3Q: 3 clusters Score -209953.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -210042.750000 Penalty: 2523.672119
	Iteration 4Q: 3 clusters Score -210042.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -210156.812500 Penalty: 2523.672119
	Iteration 5Q: 3 clusters Score -210156.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210251.750000 Penalty: 2523.672119
	Iteration 6Q: 3 clusters Score -210251.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -210333.015625 Penalty: 2523.672119
	Iteration 7Q: 3 clusters Score -210333 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -210406.562500 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -210406.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -210461.156250 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -210461.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -210500.781250 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -210500.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -210526.343750 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -210526.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -210546.421875 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -210546.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -210559.281250 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -210559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -210572.281250 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -210572.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -210586.531250 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -210586.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -210602.343750 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -210602.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -210622.875000 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -210622.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -210638.421875 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -210638.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -210657.843750 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -210657.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -210685.859375 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -210685.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -210708.656250 Penalty: 2523.672119
	Iteration 21Q: 3 clusters Score -210708.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210726.062500 Penalty: 2523.672119
	Iteration 22Q: 3 clusters Score -210726.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -210741.484375 Penalty: 2523.672119
	Iteration 23Q: 3 clusters Score -210741.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -210751.000000 Penalty: 2523.672119
	Iteration 24Q: 3 clusters Score -210751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -210759.515625 Penalty: 2523.672119
	Iteration 25Q: 3 clusters Score -210759.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -210772.859375 Penalty: 2523.672119
	Iteration 26Q: 3 clusters Score -210772.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -210794.593750 Penalty: 2523.672119
	Iteration 27Q: 3 clusters Score -210794.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -210813.515625 Penalty: 2523.672119
	Iteration 28Q: 3 clusters Score -210813.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -210833.203125 Penalty: 2523.672119
	Iteration 29Q: 3 clusters Score -210833.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -210860.468750 Penalty: 2523.672119
	Iteration 30Q: 3 clusters Score -210860.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -210881.375000 Penalty: 2523.672119
	Iteration 31Q: 3 clusters Score -210881.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -210896.156250 Penalty: 2523.672119
	Iteration 32Q: 3 clusters Score -210896.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -210916.078125 Penalty: 2523.672119
	Iteration 33Q: 3 clusters Score -210916.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -210938.625000 Penalty: 2523.672119
	Iteration 34Q: 3 clusters Score -210938.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -210964.703125 Penalty: 2523.672119
	Iteration 35Q: 3 clusters Score -210964.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -210989.000000 Penalty: 2523.672119
	Iteration 36Q: 3 clusters Score -210989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -211004.171875 Penalty: 2523.672119
	Iteration 37Q: 3 clusters Score -211004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -211013.531250 Penalty: 2523.672119
	Iteration 38Q: 3 clusters Score -211013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -211019.562500 Penalty: 2523.672119
	Iteration 39Q: 3 clusters Score -211019.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -211030.578125 Penalty: 2523.672119
	Iteration 40F: 3 clusters Score -211030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -211040.296875 Penalty: 2523.672119
	Iteration 41Q: 3 clusters Score -211040.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -211049.234375 Penalty: 2523.672119
	Iteration 42Q: 3 clusters Score -211049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -211060.671875 Penalty: 2523.672119
	Iteration 43Q: 3 clusters Score -211060.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -211084.453125 Penalty: 2523.672119
	Iteration 44Q: 3 clusters Score -211084.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -211095.828125 Penalty: 2523.672119
	Iteration 45Q: 3 clusters Score -211095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -211099.781250 Penalty: 2523.672119
	Iteration 46Q: 3 clusters Score -211099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -211102.640625 Penalty: 2523.672119
	Iteration 47Q: 3 clusters Score -211102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -211105.984375 Penalty: 2523.672119
	Iteration 48Q: 3 clusters Score -211106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -211107.843750 Penalty: 2523.672119
	Iteration 49Q: 3 clusters Score -211107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -211109.156250 Penalty: 2523.672119
	Iteration 50Q: 3 clusters Score -211109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -211111.406250 Penalty: 2523.672119
	Iteration 51Q: 3 clusters Score -211111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -211114.484375 Penalty: 2523.672119
	Iteration 52Q: 3 clusters Score -211114.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -211118.812500 Penalty: 2523.672119
	Iteration 53Q: 3 clusters Score -211118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -211123.656250 Penalty: 2523.672119
	Iteration 54Q: 3 clusters Score -211123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -211126.484375 Penalty: 2523.672119
	Iteration 55Q: 3 clusters Score -211126.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -211134.734375 Penalty: 2523.672119
	Iteration 56Q: 3 clusters Score -211134.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -211138.828125 Penalty: 2523.672119
	Iteration 57Q: 3 clusters Score -211138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -211139.843750 Penalty: 2523.672119
	Iteration 58Q: 3 clusters Score -211139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -211140.218750 Penalty: 2523.672119
	Iteration 59Q: 3 clusters Score -211140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -211141.171875 Penalty: 2523.672119
	Iteration 60F: 3 clusters Score -211141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -211142.078125 Penalty: 2523.672119
	Iteration 61Q: 3 clusters Score -211142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -211143.328125 Penalty: 2523.672119
	Iteration 62Q: 3 clusters Score -211143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -211145.453125 Penalty: 2523.672119
	Iteration 63Q: 3 clusters Score -211145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -211146.406250 Penalty: 2523.672119
	Iteration 64Q: 3 clusters Score -211146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -211148.859375 Penalty: 2523.672119
	Iteration 65Q: 3 clusters Score -211148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -211149.421875 Penalty: 2523.672119
	Iteration 66Q: 3 clusters Score -211149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -211149.421875 Penalty: 2523.672119
	Iteration 67F: 3 clusters Score -211149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Entering Unmasked Estep 
Score: -6765641.500000 Penalty: 1816.083618
	Iteration 0F: 2 clusters Score -6765642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -6717826.500000 Penalty: 3632.167236
	Iteration 0F: 3 clusters Score -6717826 nChanged 33887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -6737264.000000 Penalty: 3632.167236
	Iteration 1F: 3 clusters Score -6737264 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -6737922.000000 Penalty: 3632.167236
	Iteration 2Q: 3 clusters Score -6737922 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -6738636.500000 Penalty: 3632.167236
	Iteration 3Q: 3 clusters Score -6738636 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -6739638.500000 Penalty: 3632.167236
	Iteration 4Q: 3 clusters Score -6739638 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -6741225.500000 Penalty: 3632.167236
	Iteration 5Q: 3 clusters Score -6741226 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -6743358.500000 Penalty: 3632.167236
	Iteration 6F: 3 clusters Score -6743358 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -6746226.000000 Penalty: 3632.167236
	Iteration 7F: 3 clusters Score -6746226 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6749621.000000 Penalty: 3632.167236
	Iteration 8F: 3 clusters Score -6749621 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6753062.000000 Penalty: 3632.167236
	Iteration 9F: 3 clusters Score -6753062 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -6755712.500000 Penalty: 3632.167236
	Iteration 10Q: 3 clusters Score -6755712 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -6757166.000000 Penalty: 3632.167236
	Iteration 11Q: 3 clusters Score -6757166 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -6758162.500000 Penalty: 3632.167236
	Iteration 12Q: 3 clusters Score -6758162 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -6759001.000000 Penalty: 3632.167236
	Iteration 13Q: 3 clusters Score -6759001 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -6759818.000000 Penalty: 3632.167236
	Iteration 14Q: 3 clusters Score -6759818 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -6760530.500000 Penalty: 3632.167236
	Iteration 15Q: 3 clusters Score -6760530 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6761243.000000 Penalty: 3632.167236
	Iteration 16Q: 3 clusters Score -6761243 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6761909.500000 Penalty: 3632.167236
	Iteration 17Q: 3 clusters Score -6761910 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -6762441.500000 Penalty: 3632.167236
	Iteration 18Q: 3 clusters Score -6762442 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -6762909.500000 Penalty: 3632.167236
	Iteration 19Q: 3 clusters Score -6762910 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6763229.500000 Penalty: 3632.167236
	Iteration 20F: 3 clusters Score -6763230 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6763480.000000 Penalty: 3632.167236
	Iteration 21Q: 3 clusters Score -6763480 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6763646.500000 Penalty: 3632.167236
	Iteration 22Q: 3 clusters Score -6763646 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6763764.500000 Penalty: 3632.167236
	Iteration 23Q: 3 clusters Score -6763764 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6763860.500000 Penalty: 3632.167236
	Iteration 24Q: 3 clusters Score -6763860 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6763910.000000 Penalty: 3632.167236
	Iteration 25Q: 3 clusters Score -6763910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6763946.000000 Penalty: 3632.167236
	Iteration 26Q: 3 clusters Score -6763946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6764003.000000 Penalty: 3632.167236
	Iteration 27Q: 3 clusters Score -6764003 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6764054.000000 Penalty: 3632.167236
	Iteration 28Q: 3 clusters Score -6764054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6764083.500000 Penalty: 3632.167236
	Iteration 29Q: 3 clusters Score -6764084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6764112.000000 Penalty: 3632.167236
	Iteration 30Q: 3 clusters Score -6764112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6764131.000000 Penalty: 3632.167236
	Iteration 31Q: 3 clusters Score -6764131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6764146.500000 Penalty: 3632.167236
	Iteration 32Q: 3 clusters Score -6764146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6764156.000000 Penalty: 3632.167236
	Iteration 33Q: 3 clusters Score -6764156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6764159.000000 Penalty: 3632.167236
	Iteration 34Q: 3 clusters Score -6764159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6764172.500000 Penalty: 3632.167236
	Iteration 35Q: 3 clusters Score -6764172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6764182.000000 Penalty: 3632.167236
	Iteration 36Q: 3 clusters Score -6764182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6764180.000000 Penalty: 3632.167236
	Iteration 37Q: 3 clusters Score -6764180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6764187.500000 Penalty: 3632.167236
	Iteration 38Q: 3 clusters Score -6764188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6764209.500000 Penalty: 3632.167236
	Iteration 39Q: 3 clusters Score -6764210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6764217.000000 Penalty: 3632.167236
	Iteration 40F: 3 clusters Score -6764217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6764218.500000 Penalty: 3632.167236
	Iteration 41Q: 3 clusters Score -6764218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6764232.000000 Penalty: 3632.167236
	Iteration 42Q: 3 clusters Score -6764232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6764235.000000 Penalty: 3632.167236
	Iteration 43Q: 3 clusters Score -6764235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6764243.000000 Penalty: 3632.167236
	Iteration 44Q: 3 clusters Score -6764243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6764249.500000 Penalty: 3632.167236
	Iteration 45Q: 3 clusters Score -6764250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6764256.500000 Penalty: 3632.167236
	Iteration 46Q: 3 clusters Score -6764256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6764257.000000 Penalty: 3632.167236
	Iteration 47Q: 3 clusters Score -6764257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6764266.000000 Penalty: 3632.167236
	Iteration 48Q: 3 clusters Score -6764266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6764267.000000 Penalty: 3632.167236
	Iteration 49Q: 3 clusters Score -6764267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6764260.500000 Penalty: 3632.167236
	Iteration 50Q: 3 clusters Score -6764260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6764258.500000 Penalty: 3632.167236
	Iteration 51Q: 3 clusters Score -6764258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6764262.500000 Penalty: 3632.167236
	Iteration 52Q: 3 clusters Score -6764262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6764261.500000 Penalty: 3632.167236
	Iteration 53Q: 3 clusters Score -6764262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6764258.500000 Penalty: 3632.167236
	Iteration 54Q: 3 clusters Score -6764258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6764261.000000 Penalty: 3632.167236
	Iteration 55Q: 3 clusters Score -6764261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6764264.000000 Penalty: 3632.167236
	Iteration 56Q: 3 clusters Score -6764264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6764264.000000 Penalty: 3632.167236
	Iteration 57F: 3 clusters Score -6764264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -153857.109375 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -153857.1 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 960 members 
Entering Unmasked Estep 
Score: -151866.453125 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -151866.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152271.187500 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -152271.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -152360.000000 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -152360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -152415.765625 Penalty: 2448.450439
	Iteration 3Q: 3 clusters Score -152415.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -152458.546875 Penalty: 2448.450439
	Iteration 4Q: 3 clusters Score -152458.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152493.468750 Penalty: 2448.450439
	Iteration 5Q: 3 clusters Score -152493.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -152511.265625 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -152511.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -152527.640625 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -152527.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -152541.875000 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -152541.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -152557.968750 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -152558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -152569.046875 Penalty: 2448.450439
	Iteration 10Q: 3 clusters Score -152569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -152579.828125 Penalty: 2448.450439
	Iteration 11Q: 3 clusters Score -152579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -152590.578125 Penalty: 2448.450439
	Iteration 12Q: 3 clusters Score -152590.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -152597.109375 Penalty: 2448.450439
	Iteration 13Q: 3 clusters Score -152597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -152600.203125 Penalty: 2448.450439
	Iteration 14Q: 3 clusters Score -152600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -152604.953125 Penalty: 2448.450439
	Iteration 15Q: 3 clusters Score -152605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -152608.500000 Penalty: 2448.450439
	Iteration 16Q: 3 clusters Score -152608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -152610.968750 Penalty: 2448.450439
	Iteration 17Q: 3 clusters Score -152611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -152618.421875 Penalty: 2448.450439
	Iteration 18Q: 3 clusters Score -152618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -152623.875000 Penalty: 2448.450439
	Iteration 19Q: 3 clusters Score -152623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -152630.406250 Penalty: 2448.450439
	Iteration 20F: 3 clusters Score -152630.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -152634.765625 Penalty: 2448.450439
	Iteration 21Q: 3 clusters Score -152634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -152637.484375 Penalty: 2448.450439
	Iteration 22Q: 3 clusters Score -152637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -152637.968750 Penalty: 2448.450439
	Iteration 23Q: 3 clusters Score -152638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -152638.859375 Penalty: 2448.450439
	Iteration 24Q: 3 clusters Score -152638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -152639.593750 Penalty: 2448.450439
	Iteration 25Q: 3 clusters Score -152639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -152641.203125 Penalty: 2448.450439
	Iteration 26Q: 3 clusters Score -152641.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -152642.218750 Penalty: 2448.450439
	Iteration 27Q: 3 clusters Score -152642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -152643.687500 Penalty: 2448.450439
	Iteration 28Q: 3 clusters Score -152643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -152644.390625 Penalty: 2448.450439
	Iteration 29Q: 3 clusters Score -152644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -152645.125000 Penalty: 2448.450439
	Iteration 30Q: 3 clusters Score -152645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -152646.531250 Penalty: 2448.450439
	Iteration 31Q: 3 clusters Score -152646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -152647.046875 Penalty: 2448.450439
	Iteration 32Q: 3 clusters Score -152647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -152647.953125 Penalty: 2448.450439
	Iteration 33Q: 3 clusters Score -152648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -152648.671875 Penalty: 2448.450439
	Iteration 34Q: 3 clusters Score -152648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -152649.578125 Penalty: 2448.450439
	Iteration 35Q: 3 clusters Score -152649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -152651.265625 Penalty: 2448.450439
	Iteration 36Q: 3 clusters Score -152651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -152651.843750 Penalty: 2448.450439
	Iteration 37Q: 3 clusters Score -152651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -152651.843750 Penalty: 2448.450439
	Iteration 38F: 3 clusters Score -152651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -261387.015625 Penalty: 1285.649780
	Iteration 0F: 2 clusters Score -261387 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 1335 members 
Entering Unmasked Estep 
Score: -258824.218750 Penalty: 2571.299561
	Iteration 0F: 3 clusters Score -258824.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259394.265625 Penalty: 2571.299561
	Iteration 1F: 3 clusters Score -259394.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -259521.625000 Penalty: 2571.299561
	Iteration 2F: 3 clusters Score -259521.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -259596.421875 Penalty: 2571.299561
	Iteration 3Q: 3 clusters Score -259596.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -259649.453125 Penalty: 2571.299561
	Iteration 4Q: 3 clusters Score -259649.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -259691.812500 Penalty: 2571.299561
	Iteration 5Q: 3 clusters Score -259691.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259730.140625 Penalty: 2571.299561
	Iteration 6Q: 3 clusters Score -259730.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -259748.656250 Penalty: 2571.299561
	Iteration 7Q: 3 clusters Score -259748.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259760.734375 Penalty: 2571.299561
	Iteration 8Q: 3 clusters Score -259760.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -259767.875000 Penalty: 2571.299561
	Iteration 9Q: 3 clusters Score -259767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -259775.062500 Penalty: 2571.299561
	Iteration 10Q: 3 clusters Score -259775.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -259781.296875 Penalty: 2571.299561
	Iteration 11Q: 3 clusters Score -259781.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -259790.515625 Penalty: 2571.299561
	Iteration 12Q: 3 clusters Score -259790.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -259799.859375 Penalty: 2571.299561
	Iteration 13Q: 3 clusters Score -259799.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -259810.609375 Penalty: 2571.299561
	Iteration 14Q: 3 clusters Score -259810.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -259820.000000 Penalty: 2571.299561
	Iteration 15Q: 3 clusters Score -259820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -259826.031250 Penalty: 2571.299561
	Iteration 16Q: 3 clusters Score -259826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -259831.875000 Penalty: 2571.299561
	Iteration 17Q: 3 clusters Score -259831.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -259838.515625 Penalty: 2571.299561
	Iteration 18Q: 3 clusters Score -259838.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -259844.906250 Penalty: 2571.299561
	Iteration 19Q: 3 clusters Score -259844.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -259851.375000 Penalty: 2571.299561
	Iteration 20F: 3 clusters Score -259851.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -259855.781250 Penalty: 2571.299561
	Iteration 21Q: 3 clusters Score -259855.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -259861.890625 Penalty: 2571.299561
	Iteration 22Q: 3 clusters Score -259861.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -259870.390625 Penalty: 2571.299561
	Iteration 23Q: 3 clusters Score -259870.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -259879.250000 Penalty: 2571.299561
	Iteration 24Q: 3 clusters Score -259879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -259888.109375 Penalty: 2571.299561
	Iteration 25Q: 3 clusters Score -259888.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -259899.484375 Penalty: 2571.299561
	Iteration 26Q: 3 clusters Score -259899.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -259911.593750 Penalty: 2571.299561
	Iteration 27Q: 3 clusters Score -259911.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -259928.203125 Penalty: 2571.299561
	Iteration 28Q: 3 clusters Score -259928.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -259946.093750 Penalty: 2571.299561
	Iteration 29Q: 3 clusters Score -259946.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -259971.625000 Penalty: 2571.299561
	Iteration 30Q: 3 clusters Score -259971.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -260010.546875 Penalty: 2571.299561
	Iteration 31Q: 3 clusters Score -260010.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -260044.500000 Penalty: 2571.299561
	Iteration 32Q: 3 clusters Score -260044.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -260072.671875 Penalty: 2571.299561
	Iteration 33Q: 3 clusters Score -260072.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -260099.484375 Penalty: 2571.299561
	Iteration 34Q: 3 clusters Score -260099.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -260133.093750 Penalty: 2571.299561
	Iteration 35Q: 3 clusters Score -260133.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -260159.828125 Penalty: 2571.299561
	Iteration 36Q: 3 clusters Score -260159.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -260190.250000 Penalty: 2571.299561
	Iteration 37Q: 3 clusters Score -260190.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -260215.453125 Penalty: 2571.299561
	Iteration 38Q: 3 clusters Score -260215.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -260242.890625 Penalty: 2571.299561
	Iteration 39Q: 3 clusters Score -260242.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -260259.734375 Penalty: 2571.299561
	Iteration 40F: 3 clusters Score -260259.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -260280.640625 Penalty: 2571.299561
	Iteration 41Q: 3 clusters Score -260280.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -260300.375000 Penalty: 2571.299561
	Iteration 42Q: 3 clusters Score -260300.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -260315.718750 Penalty: 2571.299561
	Iteration 43Q: 3 clusters Score -260315.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -260324.484375 Penalty: 2571.299561
	Iteration 44Q: 3 clusters Score -260324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -260327.187500 Penalty: 2571.299561
	Iteration 45Q: 3 clusters Score -260327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -260328.609375 Penalty: 2571.299561
	Iteration 46Q: 3 clusters Score -260328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -260329.421875 Penalty: 2571.299561
	Iteration 47Q: 3 clusters Score -260329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -260329.421875 Penalty: 2571.299561
	Iteration 48F: 3 clusters Score -260329.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Entering Unmasked Estep 
Score: -1273404.625000 Penalty: 1545.097778
	Iteration 0F: 2 clusters Score -1273405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1264092.500000 Penalty: 3090.195557
	Iteration 0F: 3 clusters Score -1264092 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1267208.500000 Penalty: 3090.195557
	Iteration 1F: 3 clusters Score -1267208 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1267419.250000 Penalty: 3090.195557
	Iteration 2F: 3 clusters Score -1267419 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1267585.250000 Penalty: 3090.195557
	Iteration 3Q: 3 clusters Score -1267585 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1267731.750000 Penalty: 3090.195557
	Iteration 4Q: 3 clusters Score -1267732 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1267860.625000 Penalty: 3090.195557
	Iteration 5Q: 3 clusters Score -1267861 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1267973.750000 Penalty: 3090.195557
	Iteration 6Q: 3 clusters Score -1267974 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1268095.750000 Penalty: 3090.195557
	Iteration 7Q: 3 clusters Score -1268096 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1268212.125000 Penalty: 3090.195557
	Iteration 8Q: 3 clusters Score -1268212 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1268354.750000 Penalty: 3090.195557
	Iteration 9Q: 3 clusters Score -1268355 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1268548.375000 Penalty: 3090.195557
	Iteration 10Q: 3 clusters Score -1268548 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1268787.250000 Penalty: 3090.195557
	Iteration 11Q: 3 clusters Score -1268787 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1269086.250000 Penalty: 3090.195557
	Iteration 12Q: 3 clusters Score -1269086 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1269489.250000 Penalty: 3090.195557
	Iteration 13Q: 3 clusters Score -1269489 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1269957.875000 Penalty: 3090.195557
	Iteration 14Q: 3 clusters Score -1269958 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1270382.750000 Penalty: 3090.195557
	Iteration 15Q: 3 clusters Score -1270383 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1270664.625000 Penalty: 3090.195557
	Iteration 16Q: 3 clusters Score -1270665 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1270843.500000 Penalty: 3090.195557
	Iteration 17Q: 3 clusters Score -1270844 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1270955.125000 Penalty: 3090.195557
	Iteration 18Q: 3 clusters Score -1270955 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1271025.375000 Penalty: 3090.195557
	Iteration 19Q: 3 clusters Score -1271025 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1271064.125000 Penalty: 3090.195557
	Iteration 20F: 3 clusters Score -1271064 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1271098.250000 Penalty: 3090.195557
	Iteration 21Q: 3 clusters Score -1271098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1271121.250000 Penalty: 3090.195557
	Iteration 22Q: 3 clusters Score -1271121 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1271149.125000 Penalty: 3090.195557
	Iteration 23Q: 3 clusters Score -1271149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1271177.875000 Penalty: 3090.195557
	Iteration 24Q: 3 clusters Score -1271178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1271198.625000 Penalty: 3090.195557
	Iteration 25Q: 3 clusters Score -1271199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1271223.000000 Penalty: 3090.195557
	Iteration 26Q: 3 clusters Score -1271223 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1271235.250000 Penalty: 3090.195557
	Iteration 27Q: 3 clusters Score -1271235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1271245.375000 Penalty: 3090.195557
	Iteration 28Q: 3 clusters Score -1271245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1271252.875000 Penalty: 3090.195557
	Iteration 29Q: 3 clusters Score -1271253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1271260.625000 Penalty: 3090.195557
	Iteration 30Q: 3 clusters Score -1271261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1271271.000000 Penalty: 3090.195557
	Iteration 31Q: 3 clusters Score -1271271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1271268.500000 Penalty: 3090.195557
	Iteration 32Q: 3 clusters Score -1271268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1271273.250000 Penalty: 3090.195557
	Iteration 33Q: 3 clusters Score -1271273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1271277.750000 Penalty: 3090.195557
	Iteration 34Q: 3 clusters Score -1271278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1271281.125000 Penalty: 3090.195557
	Iteration 35Q: 3 clusters Score -1271281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1271285.875000 Penalty: 3090.195557
	Iteration 36Q: 3 clusters Score -1271286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1271287.500000 Penalty: 3090.195557
	Iteration 37Q: 3 clusters Score -1271288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1271294.625000 Penalty: 3090.195557
	Iteration 38Q: 3 clusters Score -1271295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1271296.500000 Penalty: 3090.195557
	Iteration 39Q: 3 clusters Score -1271296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1271302.000000 Penalty: 3090.195557
	Iteration 40F: 3 clusters Score -1271302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1271307.500000 Penalty: 3090.195557
	Iteration 41Q: 3 clusters Score -1271308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1271313.750000 Penalty: 3090.195557
	Iteration 42Q: 3 clusters Score -1271314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1271322.250000 Penalty: 3090.195557
	Iteration 43Q: 3 clusters Score -1271322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1271325.125000 Penalty: 3090.195557
	Iteration 44Q: 3 clusters Score -1271325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1271332.875000 Penalty: 3090.195557
	Iteration 45Q: 3 clusters Score -1271333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1271336.500000 Penalty: 3090.195557
	Iteration 46Q: 3 clusters Score -1271336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1271335.625000 Penalty: 3090.195557
	Iteration 47Q: 3 clusters Score -1271336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1271339.750000 Penalty: 3090.195557
	Iteration 48Q: 3 clusters Score -1271340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1271339.375000 Penalty: 3090.195557
	Iteration 49Q: 3 clusters Score -1271339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1271342.750000 Penalty: 3090.195557
	Iteration 50Q: 3 clusters Score -1271343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1271343.375000 Penalty: 3090.195557
	Iteration 51Q: 3 clusters Score -1271343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1271345.000000 Penalty: 3090.195557
	Iteration 52Q: 3 clusters Score -1271345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1271346.875000 Penalty: 3090.195557
	Iteration 53Q: 3 clusters Score -1271347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1271348.500000 Penalty: 3090.195557
	Iteration 54Q: 3 clusters Score -1271348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1271350.875000 Penalty: 3090.195557
	Iteration 55Q: 3 clusters Score -1271351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1271356.125000 Penalty: 3090.195557
	Iteration 56Q: 3 clusters Score -1271356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1271352.250000 Penalty: 3090.195557
	Iteration 57Q: 3 clusters Score -1271352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1271352.000000 Penalty: 3090.195557
	Iteration 58Q: 3 clusters Score -1271352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1271354.750000 Penalty: 3090.195557
	Iteration 59Q: 3 clusters Score -1271355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1271355.625000 Penalty: 3090.195557
	Iteration 60F: 3 clusters Score -1271356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1271360.750000 Penalty: 3090.195557
	Iteration 61Q: 3 clusters Score -1271361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1271364.375000 Penalty: 3090.195557
	Iteration 62Q: 3 clusters Score -1271364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1271365.250000 Penalty: 3090.195557
	Iteration 63Q: 3 clusters Score -1271365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1271364.750000 Penalty: 3090.195557
	Iteration 64Q: 3 clusters Score -1271365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1271364.375000 Penalty: 3090.195557
	Iteration 65Q: 3 clusters Score -1271364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1271365.500000 Penalty: 3090.195557
	Iteration 66Q: 3 clusters Score -1271366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1271366.000000 Penalty: 3090.195557
	Iteration 67Q: 3 clusters Score -1271366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1271367.750000 Penalty: 3090.195557
	Iteration 68Q: 3 clusters Score -1271368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1271370.875000 Penalty: 3090.195557
	Iteration 69Q: 3 clusters Score -1271371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1271370.250000 Penalty: 3090.195557
	Iteration 70Q: 3 clusters Score -1271370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1271373.625000 Penalty: 3090.195557
	Iteration 71Q: 3 clusters Score -1271374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1271373.625000 Penalty: 3090.195557
	Iteration 72Q: 3 clusters Score -1271374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1271372.375000 Penalty: 3090.195557
	Iteration 73Q: 3 clusters Score -1271372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1271374.125000 Penalty: 3090.195557
	Iteration 74Q: 3 clusters Score -1271374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1271376.625000 Penalty: 3090.195557
	Iteration 75Q: 3 clusters Score -1271377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1271377.625000 Penalty: 3090.195557
	Iteration 76Q: 3 clusters Score -1271378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1271380.875000 Penalty: 3090.195557
	Iteration 77Q: 3 clusters Score -1271381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1271381.375000 Penalty: 3090.195557
	Iteration 78Q: 3 clusters Score -1271381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1271382.625000 Penalty: 3090.195557
	Iteration 79Q: 3 clusters Score -1271383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1271382.625000 Penalty: 3090.195557
	Iteration 80F: 3 clusters Score -1271383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1271382.500000 Penalty: 3090.195557
	Iteration 81Q: 3 clusters Score -1271382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1271381.750000 Penalty: 3090.195557
	Iteration 82Q: 3 clusters Score -1271382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1271381.875000 Penalty: 3090.195557
	Iteration 83Q: 3 clusters Score -1271382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1271382.375000 Penalty: 3090.195557
	Iteration 84Q: 3 clusters Score -1271382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1271381.875000 Penalty: 3090.195557
	Iteration 85Q: 3 clusters Score -1271382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1271381.875000 Penalty: 3090.195557
	Iteration 86F: 3 clusters Score -1271382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -498071.843750 Penalty: 1404.907715
	Iteration 0F: 2 clusters Score -498071.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -493653.062500 Penalty: 2809.815430
	Iteration 0F: 3 clusters Score -493653.1 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -494902.375000 Penalty: 2809.815430
	Iteration 1F: 3 clusters Score -494902.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -495137.468750 Penalty: 2809.815430
	Iteration 2F: 3 clusters Score -495137.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -495298.281250 Penalty: 2809.815430
	Iteration 3F: 3 clusters Score -495298.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -495419.937500 Penalty: 2809.815430
	Iteration 4Q: 3 clusters Score -495419.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -495544.937500 Penalty: 2809.815430
	Iteration 5Q: 3 clusters Score -495544.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -495655.906250 Penalty: 2809.815430
	Iteration 6Q: 3 clusters Score -495655.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -495771.750000 Penalty: 2809.815430
	Iteration 7Q: 3 clusters Score -495771.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -495905.937500 Penalty: 2809.815430
	Iteration 8Q: 3 clusters Score -495905.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -496020.843750 Penalty: 2809.815430
	Iteration 9Q: 3 clusters Score -496020.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -496161.312500 Penalty: 2809.815430
	Iteration 10Q: 3 clusters Score -496161.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -496302.500000 Penalty: 2809.815430
	Iteration 11Q: 3 clusters Score -496302.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -496449.906250 Penalty: 2809.815430
	Iteration 12Q: 3 clusters Score -496449.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -496595.843750 Penalty: 2809.815430
	Iteration 13Q: 3 clusters Score -496595.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -496731.062500 Penalty: 2809.815430
	Iteration 14Q: 3 clusters Score -496731.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -496829.031250 Penalty: 2809.815430
	Iteration 15Q: 3 clusters Score -496829 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -496915.781250 Penalty: 2809.815430
	Iteration 16Q: 3 clusters Score -496915.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -496993.125000 Penalty: 2809.815430
	Iteration 17Q: 3 clusters Score -496993.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -497044.562500 Penalty: 2809.815430
	Iteration 18Q: 3 clusters Score -497044.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -497080.468750 Penalty: 2809.815430
	Iteration 19Q: 3 clusters Score -497080.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -497112.468750 Penalty: 2809.815430
	Iteration 20F: 3 clusters Score -497112.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -497136.718750 Penalty: 2809.815430
	Iteration 21Q: 3 clusters Score -497136.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -497145.187500 Penalty: 2809.815430
	Iteration 22Q: 3 clusters Score -497145.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -497153.625000 Penalty: 2809.815430
	Iteration 23Q: 3 clusters Score -497153.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -497157.031250 Penalty: 2809.815430
	Iteration 24Q: 3 clusters Score -497157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -497159.750000 Penalty: 2809.815430
	Iteration 25Q: 3 clusters Score -497159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -497161.812500 Penalty: 2809.815430
	Iteration 26Q: 3 clusters Score -497161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -497165.218750 Penalty: 2809.815430
	Iteration 27Q: 3 clusters Score -497165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -497166.031250 Penalty: 2809.815430
	Iteration 28Q: 3 clusters Score -497166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -497166.187500 Penalty: 2809.815430
	Iteration 29Q: 3 clusters Score -497166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -497168.125000 Penalty: 2809.815430
	Iteration 30Q: 3 clusters Score -497168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -497167.718750 Penalty: 2809.815430
	Iteration 31Q: 3 clusters Score -497167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -497168.093750 Penalty: 2809.815430
	Iteration 32Q: 3 clusters Score -497168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -497169.156250 Penalty: 2809.815430
	Iteration 33Q: 3 clusters Score -497169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -497170.281250 Penalty: 2809.815430
	Iteration 34Q: 3 clusters Score -497170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -497170.906250 Penalty: 2809.815430
	Iteration 35Q: 3 clusters Score -497170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -497171.375000 Penalty: 2809.815430
	Iteration 36Q: 3 clusters Score -497171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -497171.375000 Penalty: 2809.815430
	Iteration 37F: 3 clusters Score -497171.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (125654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Entering Unmasked Estep 
Score: -11851469.000000 Penalty: 1907.959229
	Iteration 0F: 2 clusters Score -1.185147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -11766984.000000 Penalty: 3815.918457
	Iteration 0F: 3 clusters Score -1.176698e+07 nChanged 60537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -11802216.000000 Penalty: 3815.918457
	Iteration 1F: 3 clusters Score -1.180222e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -11803137.000000 Penalty: 3815.918457
	Iteration 2Q: 3 clusters Score -1.180314e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -11804333.000000 Penalty: 3815.918457
	Iteration 3Q: 3 clusters Score -1.180433e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -11806208.000000 Penalty: 3815.918457
	Iteration 4Q: 3 clusters Score -1.180621e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -11808732.000000 Penalty: 3815.918457
	Iteration 5Q: 3 clusters Score -1.180873e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -11812392.000000 Penalty: 3815.918457
	Iteration 6F: 3 clusters Score -1.181239e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -11817678.000000 Penalty: 3815.918457
	Iteration 7F: 3 clusters Score -1.181768e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -11823541.000000 Penalty: 3815.918457
	Iteration 8F: 3 clusters Score -1.182354e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -11827295.000000 Penalty: 3815.918457
	Iteration 9F: 3 clusters Score -1.18273e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -11828648.000000 Penalty: 3815.918457
	Iteration 10Q: 3 clusters Score -1.182865e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -11829192.000000 Penalty: 3815.918457
	Iteration 11Q: 3 clusters Score -1.182919e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -11829437.000000 Penalty: 3815.918457
	Iteration 12Q: 3 clusters Score -1.182944e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -11829752.000000 Penalty: 3815.918457
	Iteration 13Q: 3 clusters Score -1.182975e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
Score: -11830125.000000 Penalty: 3815.918457
	Iteration 14Q: 3 clusters Score -1.183012e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -11830490.000000 Penalty: 3815.918457
	Iteration 15Q: 3 clusters Score -1.183049e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -11830926.000000 Penalty: 3815.918457
	Iteration 16Q: 3 clusters Score -1.183093e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -11831471.000000 Penalty: 3815.918457
	Iteration 17Q: 3 clusters Score -1.183147e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -11832008.000000 Penalty: 3815.918457
	Iteration 18Q: 3 clusters Score -1.183201e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -11832620.000000 Penalty: 3815.918457
	Iteration 19Q: 3 clusters Score -1.183262e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 88884 members 
Entering Unmasked Estep 
Score: -11833434.000000 Penalty: 3815.918457
	Iteration 20F: 3 clusters Score -1.183343e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -11834296.000000 Penalty: 3815.918457
	Iteration 21Q: 3 clusters Score -1.18343e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -11835251.000000 Penalty: 3815.918457
	Iteration 22Q: 3 clusters Score -1.183525e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -11836186.000000 Penalty: 3815.918457
	Iteration 23Q: 3 clusters Score -1.183619e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -11837253.000000 Penalty: 3815.918457
	Iteration 24Q: 3 clusters Score -1.183725e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -11838383.000000 Penalty: 3815.918457
	Iteration 25Q: 3 clusters Score -1.183838e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 102413 members 
Entering Unmasked Estep 
Score: -11839425.000000 Penalty: 3815.918457
	Iteration 26Q: 3 clusters Score -1.183942e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -11840505.000000 Penalty: 3815.918457
	Iteration 27Q: 3 clusters Score -1.18405e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 106889 members 
Entering Unmasked Estep 
Score: -11841626.000000 Penalty: 3815.918457
	Iteration 28Q: 3 clusters Score -1.184163e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -11842582.000000 Penalty: 3815.918457
	Iteration 29Q: 3 clusters Score -1.184258e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 110935 members 
Entering Unmasked Estep 
Score: -11843693.000000 Penalty: 3815.918457
	Iteration 30Q: 3 clusters Score -1.184369e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 112800 members 
Entering Unmasked Estep 
Score: -11844610.000000 Penalty: 3815.918457
	Iteration 31Q: 3 clusters Score -1.184461e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -11845328.000000 Penalty: 3815.918457
	Iteration 32Q: 3 clusters Score -1.184533e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -11845985.000000 Penalty: 3815.918457
	Iteration 33Q: 3 clusters Score -1.184598e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -11846571.000000 Penalty: 3815.918457
	Iteration 34Q: 3 clusters Score -1.184657e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -11847090.000000 Penalty: 3815.918457
	Iteration 35Q: 3 clusters Score -1.184709e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -11847568.000000 Penalty: 3815.918457
	Iteration 36Q: 3 clusters Score -1.184757e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 119990 members 
Entering Unmasked Estep 
Score: -11847964.000000 Penalty: 3815.918457
	Iteration 37Q: 3 clusters Score -1.184796e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -11848307.000000 Penalty: 3815.918457
	Iteration 38Q: 3 clusters Score -1.184831e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -11848541.000000 Penalty: 3815.918457
	Iteration 39Q: 3 clusters Score -1.184854e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 121688 members 
Entering Unmasked Estep 
Score: -11848782.000000 Penalty: 3815.918457
	Iteration 40F: 3 clusters Score -1.184878e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -11848959.000000 Penalty: 3815.918457
	Iteration 41Q: 3 clusters Score -1.184896e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -11849141.000000 Penalty: 3815.918457
	Iteration 42Q: 3 clusters Score -1.184914e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 122759 members 
Entering Unmasked Estep 
Score: -11849259.000000 Penalty: 3815.918457
	Iteration 43Q: 3 clusters Score -1.184926e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -11849346.000000 Penalty: 3815.918457
	Iteration 44Q: 3 clusters Score -1.184935e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 123130 members 
Entering Unmasked Estep 
Score: -11849441.000000 Penalty: 3815.918457
	Iteration 45Q: 3 clusters Score -1.184944e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 123278 members 
Entering Unmasked Estep 
Score: -11849510.000000 Penalty: 3815.918457
	Iteration 46Q: 3 clusters Score -1.184951e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 123413 members 
Entering Unmasked Estep 
Score: -11849552.000000 Penalty: 3815.918457
	Iteration 47Q: 3 clusters Score -1.184955e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -11849622.000000 Penalty: 3815.918457
	Iteration 48Q: 3 clusters Score -1.184962e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 123638 members 
Entering Unmasked Estep 
Score: -11849683.000000 Penalty: 3815.918457
	Iteration 49Q: 3 clusters Score -1.184968e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -11849751.000000 Penalty: 3815.918457
	Iteration 50Q: 3 clusters Score -1.184975e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 123822 members 
Entering Unmasked Estep 
Score: -11849811.000000 Penalty: 3815.918457
	Iteration 51Q: 3 clusters Score -1.184981e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -11849814.000000 Penalty: 3815.918457
	Iteration 52Q: 3 clusters Score -1.184981e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 123917 members 
Entering Unmasked Estep 
Score: -11849828.000000 Penalty: 3815.918457
	Iteration 53Q: 3 clusters Score -1.184983e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -11849828.000000 Penalty: 3815.918457
	Iteration 54Q: 3 clusters Score -1.184983e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 123995 members 
Entering Unmasked Estep 
Score: -11849852.000000 Penalty: 3815.918457
	Iteration 55Q: 3 clusters Score -1.184985e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 124027 members 
Entering Unmasked Estep 
Score: -11849874.000000 Penalty: 3815.918457
	Iteration 56Q: 3 clusters Score -1.184987e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 124060 members 
Entering Unmasked Estep 
Score: -11849903.000000 Penalty: 3815.918457
	Iteration 57Q: 3 clusters Score -1.18499e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -11849913.000000 Penalty: 3815.918457
	Iteration 58Q: 3 clusters Score -1.184991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -11849928.000000 Penalty: 3815.918457
	Iteration 59Q: 3 clusters Score -1.184993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 124147 members 
Entering Unmasked Estep 
Score: -11849932.000000 Penalty: 3815.918457
	Iteration 60F: 3 clusters Score -1.184993e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -11849956.000000 Penalty: 3815.918457
	Iteration 61Q: 3 clusters Score -1.184996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 124195 members 
Entering Unmasked Estep 
Score: -11849959.000000 Penalty: 3815.918457
	Iteration 62Q: 3 clusters Score -1.184996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -11849956.000000 Penalty: 3815.918457
	Iteration 63Q: 3 clusters Score -1.184996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -11849959.000000 Penalty: 3815.918457
	Iteration 64Q: 3 clusters Score -1.184996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 124239 members 
Entering Unmasked Estep 
Score: -11849978.000000 Penalty: 3815.918457
	Iteration 65Q: 3 clusters Score -1.184998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -11849980.000000 Penalty: 3815.918457
	Iteration 66Q: 3 clusters Score -1.184998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 124257 members 
Entering Unmasked Estep 
Score: -11849979.000000 Penalty: 3815.918457
	Iteration 67Q: 3 clusters Score -1.184998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -11849981.000000 Penalty: 3815.918457
	Iteration 68Q: 3 clusters Score -1.184998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -11849991.000000 Penalty: 3815.918457
	Iteration 69Q: 3 clusters Score -1.184999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 124275 members 
Entering Unmasked Estep 
Score: -11849988.000000 Penalty: 3815.918457
	Iteration 70Q: 3 clusters Score -1.184999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -11849996.000000 Penalty: 3815.918457
	Iteration 71Q: 3 clusters Score -1.185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 124286 members 
Entering Unmasked Estep 
Score: -11849993.000000 Penalty: 3815.918457
	Iteration 72Q: 3 clusters Score -1.184999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -11849987.000000 Penalty: 3815.918457
	Iteration 73Q: 3 clusters Score -1.184999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -11849987.000000 Penalty: 3815.918457
	Iteration 74F: 3 clusters Score -1.184999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -561411.687500 Penalty: 1417.392700
	Iteration 0F: 2 clusters Score -561411.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -556675.125000 Penalty: 2834.785400
	Iteration 0F: 3 clusters Score -556675.1 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -558025.937500 Penalty: 2834.785400
	Iteration 1F: 3 clusters Score -558025.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -558233.750000 Penalty: 2834.785400
	Iteration 2F: 3 clusters Score -558233.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -558389.125000 Penalty: 2834.785400
	Iteration 3F: 3 clusters Score -558389.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -558519.250000 Penalty: 2834.785400
	Iteration 4Q: 3 clusters Score -558519.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -558642.937500 Penalty: 2834.785400
	Iteration 5Q: 3 clusters Score -558642.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -558793.187500 Penalty: 2834.785400
	Iteration 6Q: 3 clusters Score -558793.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -558948.187500 Penalty: 2834.785400
	Iteration 7Q: 3 clusters Score -558948.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -559137.625000 Penalty: 2834.785400
	Iteration 8Q: 3 clusters Score -559137.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -559334.687500 Penalty: 2834.785400
	Iteration 9Q: 3 clusters Score -559334.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -559532.437500 Penalty: 2834.785400
	Iteration 10Q: 3 clusters Score -559532.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -559684.250000 Penalty: 2834.785400
	Iteration 11Q: 3 clusters Score -559684.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -559792.000000 Penalty: 2834.785400
	Iteration 12Q: 3 clusters Score -559792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -559888.437500 Penalty: 2834.785400
	Iteration 13Q: 3 clusters Score -559888.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -559974.437500 Penalty: 2834.785400
	Iteration 14Q: 3 clusters Score -559974.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -560015.500000 Penalty: 2834.785400
	Iteration 15Q: 3 clusters Score -560015.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -560038.625000 Penalty: 2834.785400
	Iteration 16Q: 3 clusters Score -560038.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -560058.250000 Penalty: 2834.785400
	Iteration 17Q: 3 clusters Score -560058.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -560070.875000 Penalty: 2834.785400
	Iteration 18Q: 3 clusters Score -560070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -560077.625000 Penalty: 2834.785400
	Iteration 19Q: 3 clusters Score -560077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -560084.312500 Penalty: 2834.785400
	Iteration 20F: 3 clusters Score -560084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -560086.750000 Penalty: 2834.785400
	Iteration 21Q: 3 clusters Score -560086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -560088.250000 Penalty: 2834.785400
	Iteration 22Q: 3 clusters Score -560088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -560089.000000 Penalty: 2834.785400
	Iteration 23Q: 3 clusters Score -560089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -560089.750000 Penalty: 2834.785400
	Iteration 24Q: 3 clusters Score -560089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -560092.750000 Penalty: 2834.785400
	Iteration 25Q: 3 clusters Score -560092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -560098.125000 Penalty: 2834.785400
	Iteration 26Q: 3 clusters Score -560098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -560101.062500 Penalty: 2834.785400
	Iteration 27Q: 3 clusters Score -560101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -560104.562500 Penalty: 2834.785400
	Iteration 28Q: 3 clusters Score -560104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -560106.437500 Penalty: 2834.785400
	Iteration 29Q: 3 clusters Score -560106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -560106.437500 Penalty: 2834.785400
	Iteration 30F: 3 clusters Score -560106.4 nChanged 0
--- Evaluating fit on full set of 1731321 points ---
Entering Unmasked Estep 
Score: -154830848.000000 Penalty: 60689.570312
25->27 Clusters: Score -154830848.000000, best is -154944432.000000

Main iterations: 0 (time per=infms)
Total iterations: 30047 (time per=170.522854ms)
Iterations metric 2: 893426860032.000000 (time per=5.734885ns)
Iterations metric 3: 21441460305920.000000 (time per=238.962278ps)

That took 5123.700195 seconds.
